[
  {
    "client": {
      "evidenceId": "ev-0030",
      "named": false,
      "value": "anonymised by vendor: \"a global manufacturer of electric vehicles\""
    },
    "datePublished": {
      "evidenceId": "ev-0042",
      "how": "metadata",
      "value": "2025-07-08"
    },
    "droppedReason": null,
    "engagementLength": {
      "evidenceId": "ev-0040",
      "months": 18,
      "text": "1.5 years of project duration"
    },
    "engagementModels": [
      {
        "evidenceId": "ev-0035",
        "model": "staff-augmentation"
      },
      {
        "evidenceId": "ev-0036",
        "model": "managed-testing"
      }
    ],
    "evidenceIds": [
      "ev-0028",
      "ev-0029",
      "ev-0030",
      "ev-0031",
      "ev-0032",
      "ev-0033",
      "ev-0034",
      "ev-0035",
      "ev-0036",
      "ev-0037",
      "ev-0038",
      "ev-0039",
      "ev-0040",
      "ev-0041",
      "ev-0042"
    ],
    "filledFields": 10,
    "grade": "B",
    "gradeBeforeR5": "B",
    "id": "a1qa/ev-manufacturer-fleet-apps",
    "notStated": [
      "The client's name"
    ],
    "outcomes": [
      {
        "evidenceId": "ev-0037",
        "figure": "5 days on average to staff a new position",
        "quote": "5 days on average to staff a new position"
      }
    ],
    "pagePublished": true,
    "proposedGrade": "B",
    "regions": [],
    "retrievedOn": "2026-11-10",
    "scope": "Functional, integration, performance and automated testing across three streams for an electric vehicle maker: car systems, business systems (CRM, ERP), and web and mobile B2B apps including a bus park management platform and fleet logistics and management solutions. Engagement stated as 1.5 years.",
    "scopeNotes": [
      {
        "evidenceId": "ev-0038",
        "quote": "Sped up quality control activities due to automating workflows within all subprojects"
      },
      {
        "evidenceId": "ev-0039",
        "quote": "such as a bus park management platform, customer care portal"
      }
    ],
    "slug": "ev-manufacturer-fleet-apps",
    "sourceUrl": "https://www.a1qa.com/portfolio/thorough-qa-for-commercial-ev-producer/",
    "status": "recorded",
    "systems": [
      {
        "evidenceId": "ev-0031",
        "slug": "fleet-telematics"
      }
    ],
    "teamAndStack": {
      "evidenceId": "ev-0041",
      "text": "19 engineers at peak; Java, Kotlin, Python, Playwright, CodeceptJS, TestRail, Allure, JUnit, Kotest, Docker, Kubernetes, Apache Kafka and others"
    },
    "testingTypes": [
      {
        "evidenceId": "ev-0032",
        "slug": "test-automation"
      },
      {
        "evidenceId": "ev-0033",
        "slug": "performance-peak-load"
      },
      {
        "evidenceId": "ev-0034",
        "slug": "mobile-handheld"
      }
    ],
    "testingTypesOther": [
      "functional",
      "integration (vehicle subsystems)"
    ],
    "title": "Complex QA support for a global manufacturer of electric vehicles",
    "titleEvidenceId": "ev-0028",
    "undated": false,
    "vendor": "a1qa",
    "verifiedOn": "2026-11-11"
  },
  {
    "client": {
      "evidenceId": "ev-0045",
      "named": false,
      "value": "anonymised by vendor: \"a British manufacturer and kitchen retailer\""
    },
    "datePublished": {
      "evidenceId": "ev-0055",
      "how": "metadata",
      "value": "2019-08-30"
    },
    "droppedReason": null,
    "engagementLength": {
      "evidenceId": "ev-0053",
      "months": 24,
      "text": "2+ years of project duration"
    },
    "engagementModels": [
      {
        "evidenceId": "ev-0048",
        "model": "dedicated-team"
      }
    ],
    "evidenceIds": [
      "ev-0043",
      "ev-0044",
      "ev-0045",
      "ev-0046",
      "ev-0047",
      "ev-0048",
      "ev-0049",
      "ev-0050",
      "ev-0051",
      "ev-0052",
      "ev-0053",
      "ev-0054",
      "ev-0055"
    ],
    "filledFields": 10,
    "grade": "B",
    "gradeBeforeR5": "B",
    "id": "a1qa/kitchen-retailer-wms-crm",
    "notStated": [
      "The client's name"
    ],
    "outcomes": [
      {
        "evidenceId": "ev-0050",
        "figure": "1,000+ automated tests run against 12 environments",
        "quote": "Now more than 1,000 automated tests are run against 12 environments."
      }
    ],
    "pagePublished": true,
    "proposedGrade": "B",
    "regions": [
      {
        "evidenceId": "ev-0049",
        "region": "europe"
      }
    ],
    "retrievedOn": "2026-11-10",
    "scope": "Manual functional and regression testing, then test automation, of a kitchen retailer's 2D/3D design product, WMS and CRM systems; WMS scenarios covered receiving goods, transfers between stocks and orders, using a barcode reader. Engagement stated as 2+ years and continuing.",
    "scopeNotes": [
      {
        "evidenceId": "ev-0051",
        "quote": "utilized a barcode reader - the same as was used in the client’s warehouse"
      },
      {
        "evidenceId": "ev-0052",
        "quote": "Increased process transparency by choosing and applying the apt tool (Xray)."
      }
    ],
    "slug": "kitchen-retailer-wms-crm",
    "sourceUrl": "https://www.a1qa.com/portfolio/quality-assurance-of-kitchen-retailers-software-wms-and-crm-systems/",
    "status": "recorded",
    "systems": [
      {
        "evidenceId": "ev-0046",
        "slug": "wms"
      }
    ],
    "teamAndStack": {
      "evidenceId": "ev-0054",
      "text": "Team grew from one engineer to 20; Jira, Postman, Workbench, Sentry, Emissary, Xray, MySQL, Rundeck, Jenkins"
    },
    "testingTypes": [
      {
        "evidenceId": "ev-0047",
        "slug": "test-automation"
      }
    ],
    "testingTypesOther": [
      "functional",
      "regression",
      "GUI",
      "usability"
    ],
    "title": "Quality assurance of kitchen retailer’s software, WMS, and CRM systems",
    "titleEvidenceId": "ev-0043",
    "undated": false,
    "vendor": "a1qa",
    "verifiedOn": "2026-11-11"
  },
  {
    "client": {
      "evidenceId": "ev-0058",
      "named": false,
      "value": "anonymised by vendor: \"one of Europe’s largest and most trusted online retailers of veterinary products and pet supplies\""
    },
    "datePublished": {
      "evidenceId": "ev-0066",
      "how": "metadata",
      "value": "2019-07-09"
    },
    "droppedReason": null,
    "engagementLength": {
      "evidenceId": "ev-0065",
      "months": 3,
      "text": "3 months of the project duration"
    },
    "engagementModels": [],
    "evidenceIds": [
      "ev-0056",
      "ev-0057",
      "ev-0058",
      "ev-0059",
      "ev-0060",
      "ev-0061",
      "ev-0062",
      "ev-0063",
      "ev-0064",
      "ev-0065",
      "ev-0066"
    ],
    "filledFields": 9,
    "grade": "B",
    "gradeBeforeR5": "B",
    "id": "a1qa/pet-pharma-ecommerce-migration",
    "notStated": [
      "The client's name",
      "Team size and tools"
    ],
    "outcomes": [
      {
        "evidenceId": "ev-0062",
        "figure": "maintenance and support costs cut by 40%",
        "quote": "cut costs on maintenance and support by 40%"
      }
    ],
    "pagePublished": true,
    "proposedGrade": "B",
    "regions": [
      {
        "evidenceId": "ev-0061",
        "region": "europe"
      }
    ],
    "retrievedOn": "2026-11-10",
    "scope": "Migration testing of a legacy .NET e-commerce solution to a Java platform, including the back office ERP functions (order processing, pharmacy and warehouse management), parcel label printing and delivery options, localization of 5 language versions including shipment costs. Engagement stated as 3 months.",
    "scopeNotes": [
      {
        "evidenceId": "ev-0063",
        "quote": "manages a network of special printing machines, which print custom labels for parcels"
      },
      {
        "evidenceId": "ev-0064",
        "quote": "depending on the geography and parcel weight, from Royal Mail to courier"
      }
    ],
    "slug": "pet-pharma-ecommerce-migration",
    "sourceUrl": "https://www.a1qa.com/portfolio/migration-testing-of-advanced-pharma-e-commerce/",
    "status": "recorded",
    "systems": [
      {
        "evidenceId": "ev-0059",
        "slug": "wms"
      }
    ],
    "teamAndStack": null,
    "testingTypes": [
      {
        "evidenceId": "ev-0060",
        "slug": "performance-peak-load"
      }
    ],
    "testingTypesOther": [
      "migration",
      "functional",
      "localization",
      "compatibility",
      "usability",
      "security"
    ],
    "title": "Migration testing of advanced pharma e-commerce",
    "titleEvidenceId": "ev-0056",
    "undated": false,
    "vendor": "a1qa",
    "verifiedOn": "2026-11-11"
  },
  {
    "client": {
      "evidenceId": "ev-0154",
      "named": true,
      "value": "Daylight Transport"
    },
    "datePublished": {
      "evidenceId": "ev-0163",
      "how": "metadata",
      "value": "2026-05-22"
    },
    "droppedReason": null,
    "engagementLength": {
      "evidenceId": "ev-0162",
      "months": 77,
      "text": "since 2019 (ongoing at publication on 2026-05-22; months is a lower bound from the stated year)"
    },
    "engagementModels": [],
    "evidenceIds": [
      "ev-0152",
      "ev-0153",
      "ev-0154",
      "ev-0155",
      "ev-0156",
      "ev-0157",
      "ev-0158",
      "ev-0159",
      "ev-0160",
      "ev-0161",
      "ev-0162",
      "ev-0163"
    ],
    "filledFields": 8,
    "grade": "C",
    "gradeBeforeR5": "C",
    "id": "auticon/daylight-transport",
    "notStated": [
      "Team size and tools",
      "Any quantified outcome"
    ],
    "outcomes": [],
    "pagePublished": false,
    "proposedGrade": "C",
    "regions": [
      {
        "evidenceId": "ev-0157",
        "region": "north-america"
      }
    ],
    "retrievedOn": "2026-11-10",
    "scope": "QA support for several internal systems of a US less-than-truckload carrier, including five web portals and a custom LTL transport management system: definition of the QA approach, test case and regression suite development, test script execution and support of issue resolution, with collaboration stated as running since 2019.",
    "scopeNotes": [
      {
        "evidenceId": "ev-0158",
        "quote": "Improved product quality and release efficiency"
      },
      {
        "evidenceId": "ev-0159",
        "quote": "Long-term regression testing suite implemented"
      },
      {
        "evidenceId": "ev-0160",
        "quote": "Five web portals and one transport management system supported"
      },
      {
        "evidenceId": "ev-0161",
        "quote": "Trusted partner across multiple projects"
      }
    ],
    "slug": "daylight-transport",
    "sourceUrl": "https://auticon.com/blog/portfolio/daylight-transport/",
    "status": "recorded",
    "systems": [
      {
        "evidenceId": "ev-0155",
        "slug": "tms"
      }
    ],
    "teamAndStack": null,
    "testingTypes": [
      {
        "evidenceId": "ev-0156",
        "slug": "test-automation"
      }
    ],
    "testingTypesOther": [
      "manual",
      "regression"
    ],
    "title": "Daylight Transport",
    "titleEvidenceId": "ev-0152",
    "undated": false,
    "vendor": "auticon",
    "verifiedOn": "2026-11-11"
  },
  {
    "client": {
      "evidenceId": "ev-0166",
      "named": true,
      "value": "HOYER (Hoyer Group)"
    },
    "datePublished": {
      "evidenceId": "ev-0173",
      "how": "metadata",
      "value": "2026-05-21"
    },
    "droppedReason": null,
    "engagementLength": null,
    "engagementModels": [],
    "evidenceIds": [
      "ev-0164",
      "ev-0165",
      "ev-0166",
      "ev-0167",
      "ev-0168",
      "ev-0169",
      "ev-0170",
      "ev-0171",
      "ev-0172",
      "ev-0173"
    ],
    "filledFields": 7,
    "grade": "C",
    "gradeBeforeR5": "C",
    "id": "auticon/hoyer-erp-test-automation",
    "notStated": [
      "Which logistics system was tested",
      "How long the engagement lasted",
      "Team size and tools",
      "Any quantified outcome"
    ],
    "outcomes": [],
    "pagePublished": false,
    "proposedGrade": "C",
    "regions": [
      {
        "evidenceId": "ev-0168",
        "region": "europe"
      }
    ],
    "retrievedOn": "2026-11-10",
    "scope": "Development and implementation of automated test cases for the custom ERP system of a liquid-goods logistics company, replacing manual regression testing, plus training of the client's internal team to maintain the tests. Engagement length is not stated.",
    "scopeNotes": [
      {
        "evidenceId": "ev-0169",
        "quote": "Increased system uptime"
      },
      {
        "evidenceId": "ev-0170",
        "quote": "Enhanced test accuracy"
      },
      {
        "evidenceId": "ev-0171",
        "quote": "Reduced internal workload"
      },
      {
        "evidenceId": "ev-0172",
        "quote": "Provided structured onboarding and training"
      }
    ],
    "slug": "hoyer-erp-test-automation",
    "sourceUrl": "https://auticon.com/blog/portfolio/hoyer-group/",
    "status": "recorded",
    "systems": [],
    "teamAndStack": null,
    "testingTypes": [
      {
        "evidenceId": "ev-0167",
        "slug": "test-automation"
      }
    ],
    "testingTypesOther": [
      "regression"
    ],
    "title": "Hoyer Group",
    "titleEvidenceId": "ev-0164",
    "undated": false,
    "vendor": "auticon",
    "verifiedOn": "2026-11-11"
  },
  {
    "client": {
      "evidenceId": "ev-0214",
      "named": false,
      "value": "anonymised by vendor: \"a US-based platform offering web and mobile apps (Android & iOS) that allow truck drivers to reserve parking\""
    },
    "datePublished": null,
    "droppedReason": null,
    "engagementLength": null,
    "engagementModels": [],
    "evidenceIds": [
      "ev-0212",
      "ev-0213",
      "ev-0214",
      "ev-0215",
      "ev-0216",
      "ev-0217",
      "ev-0218",
      "ev-0219",
      "ev-0220",
      "ev-0221",
      "ev-0222"
    ],
    "filledFields": 7,
    "grade": "C",
    "gradeBeforeR5": "C",
    "id": "bugraptors/truck-parking-platform-security-performance",
    "notStated": [
      "The client's name",
      "Which logistics system was tested",
      "How long the engagement lasted",
      "Team size and tools",
      "A publication date"
    ],
    "outcomes": [
      {
        "evidenceId": "ev-0219",
        "figure": "API error rate below 1% under stress",
        "quote": "APIs maintained high throughput with <1% error rate under stress"
      }
    ],
    "pagePublished": false,
    "proposedGrade": "C",
    "regions": [
      {
        "evidenceId": "ev-0218",
        "region": "north-america"
      }
    ],
    "retrievedOn": "2026-11-10",
    "scope": "Security testing of the payment flow, authentication and backend APIs, and load and performance testing of the web app and booking and search APIs, for a US truck-parking reservation platform with web, Android and iOS apps and Stripe payments. Engagement length not stated.",
    "scopeNotes": [
      {
        "evidenceId": "ev-0220",
        "quote": "Stable performance with hundreds of concurrent users"
      },
      {
        "evidenceId": "ev-0221",
        "quote": "Identified and remediated critical vulnerabilities in the payment flow"
      },
      {
        "evidenceId": "ev-0222",
        "quote": "Increased success rate during simulated high-volume payments"
      }
    ],
    "slug": "truck-parking-platform-security-performance",
    "sourceUrl": "https://www.bugraptors.com/case-study/logistics-platform-security-performance-testing",
    "status": "recorded",
    "systems": [],
    "teamAndStack": null,
    "testingTypes": [
      {
        "evidenceId": "ev-0215",
        "slug": "performance-peak-load"
      },
      {
        "evidenceId": "ev-0216",
        "slug": "mobile-handheld"
      },
      {
        "evidenceId": "ev-0217",
        "slug": "integration-edi-api"
      }
    ],
    "testingTypesOther": [
      "security",
      "functional",
      "regression",
      "exploratory"
    ],
    "title": "How BugRaptors Secured and Scaled A Real-Time Logistics & Parking Platform",
    "titleEvidenceId": "ev-0212",
    "undated": true,
    "vendor": "bugraptors",
    "verifiedOn": "2026-11-11"
  },
  {
    "client": {
      "evidenceId": "ev-0248",
      "named": false,
      "value": "anonymised by vendor: \"a leading logistics and supply chain provider\""
    },
    "datePublished": null,
    "droppedReason": null,
    "engagementLength": null,
    "engagementModels": [],
    "evidenceIds": [
      "ev-0246",
      "ev-0247",
      "ev-0248",
      "ev-0249",
      "ev-0250",
      "ev-0251",
      "ev-0252",
      "ev-0253",
      "ev-0254",
      "ev-0255"
    ],
    "filledFields": 8,
    "grade": "C",
    "gradeBeforeR5": "C",
    "id": "codoid/logistics-app-testing-with-tosca",
    "notStated": [
      "The client's name",
      "Which logistics system was tested",
      "How long the engagement lasted",
      "A publication date"
    ],
    "outcomes": [
      {
        "evidenceId": "ev-0251",
        "figure": "90% coverage achieved",
        "quote": "90% Coverage Achieved"
      },
      {
        "evidenceId": "ev-0252",
        "figure": "20+ critical bugs caught",
        "quote": "20+ Critical bugs caught"
      }
    ],
    "pagePublished": false,
    "proposedGrade": "C",
    "regions": [],
    "retrievedOn": "2026-11-10",
    "scope": "Model-based test automation in Tosca for a logistics and supply chain platform with web, API and mobile layers: API-UI chained workflow tests such as creating a shipment through the API and confirming its status in the UI, reusable modules, test data management with Tosca Test Data Service, and CI/CD integration with a smoke suite per commit and overnight regression runs. Engagement length not stated.",
    "scopeNotes": [
      {
        "evidenceId": "ev-0253",
        "quote": "Reduced maintenance with model-based test design"
      },
      {
        "evidenceId": "ev-0254",
        "quote": "Accelerated release cycles by automating pre-release sanity checks"
      }
    ],
    "slug": "logistics-app-testing-with-tosca",
    "sourceUrl": "https://codoid.com/client-stories/streamlining-logistics-app-testing-with-tosca/",
    "status": "recorded",
    "systems": [],
    "teamAndStack": {
      "evidenceId": "ev-0255",
      "text": "Team size not stated; Tosca, Tosca Test Data Service, CI/CD, Slack, Jira"
    },
    "testingTypes": [
      {
        "evidenceId": "ev-0249",
        "slug": "test-automation"
      },
      {
        "evidenceId": "ev-0250",
        "slug": "integration-edi-api"
      }
    ],
    "testingTypesOther": [
      "regression",
      "smoke",
      "end-to-end"
    ],
    "title": "Streamlining Logistics App Testing with Tosca",
    "titleEvidenceId": "ev-0246",
    "undated": true,
    "vendor": "codoid",
    "verifiedOn": "2026-11-11"
  },
  {
    "client": {
      "evidenceId": "ev-0273",
      "named": false,
      "value": "anonymised by vendor: \"A global trading and warehousing company\""
    },
    "datePublished": null,
    "droppedReason": null,
    "engagementLength": {
      "evidenceId": "ev-0280",
      "months": null,
      "text": "since 2018"
    },
    "engagementModels": [],
    "evidenceIds": [
      "ev-0271",
      "ev-0272",
      "ev-0273",
      "ev-0274",
      "ev-0275",
      "ev-0276",
      "ev-0277",
      "ev-0278",
      "ev-0279",
      "ev-0280",
      "ev-0281"
    ],
    "filledFields": 8,
    "grade": "C",
    "gradeBeforeR5": "C",
    "id": "codoid/regression-testing-for-a-paperless-mission",
    "notStated": [
      "The client's name",
      "Which logistics system was tested",
      "A publication date"
    ],
    "outcomes": [
      {
        "evidenceId": "ev-0276",
        "figure": "96 hours of manual work reduced to 8 hours of automation",
        "quote": "reduce 4 days (96 hours) of manual work to just 8 hours of automation"
      },
      {
        "evidenceId": "ev-0277",
        "figure": "3750+ test cases",
        "quote": "3750+ Test Cases"
      }
    ],
    "pagePublished": false,
    "proposedGrade": "C",
    "regions": [],
    "retrievedOn": "2026-11-10",
    "scope": "Manual and automated regression testing of a web app and a mobile app built for a trading and warehousing company's move from paper-based to digital processes, with bi-weekly releases; new features were tested manually before being added to automated regression; unattended automation runs were scheduled at night with Jenkins. Work started in 2018; end date not stated.",
    "scopeNotes": [
      {
        "evidenceId": "ev-0278",
        "quote": "On-time every time in all Sprints"
      },
      {
        "evidenceId": "ev-0279",
        "quote": "No history of any escalation."
      }
    ],
    "slug": "regression-testing-for-a-paperless-mission",
    "sourceUrl": "https://codoid.com/client-stories/regression-testing-for-a-paperless-mission/",
    "status": "recorded",
    "systems": [],
    "teamAndStack": {
      "evidenceId": "ev-0281",
      "text": "2 automation test engineers; Selenium, Appium, Confluence, JIRA, TeamCity, Jenkins"
    },
    "testingTypes": [
      {
        "evidenceId": "ev-0274",
        "slug": "test-automation"
      },
      {
        "evidenceId": "ev-0275",
        "slug": "mobile-handheld"
      }
    ],
    "testingTypesOther": [
      "regression",
      "manual",
      "cross-browser"
    ],
    "title": "Regression Testing for a Paperless Mission",
    "titleEvidenceId": "ev-0271",
    "undated": true,
    "vendor": "codoid",
    "verifiedOn": "2026-11-11"
  },
  {
    "client": {
      "evidenceId": "ev-0284",
      "named": false,
      "value": "anonymised by vendor: \"An Asia-based transport-tech innovator\""
    },
    "datePublished": null,
    "droppedReason": null,
    "engagementLength": null,
    "engagementModels": [],
    "evidenceIds": [
      "ev-0282",
      "ev-0283",
      "ev-0284",
      "ev-0285",
      "ev-0286",
      "ev-0287",
      "ev-0288",
      "ev-0289",
      "ev-0290",
      "ev-0291",
      "ev-0292",
      "ev-0293",
      "ev-0294"
    ],
    "filledFields": 9,
    "grade": "C",
    "gradeBeforeR5": "C",
    "id": "codoid/scaling-qa-for-transport-platform",
    "notStated": [
      "The client's name",
      "How long the engagement lasted",
      "A publication date"
    ],
    "outcomes": [
      {
        "evidenceId": "ev-0289",
        "figure": "release bugs reduced by over 65% within 3 months",
        "quote": "Reduced release bugs by over 65% within 3 months"
      },
      {
        "evidenceId": "ev-0290",
        "figure": "2000+ bugs audited and migrated to Jira/Xray",
        "quote": "Audited 2000+ bugs, prioritized, and migrated to a structured Jira/Xray workflow"
      },
      {
        "evidenceId": "ev-0291",
        "figure": "400+ critical issues identified",
        "quote": "400+ Critical Issues Identified"
      }
    ],
    "pagePublished": false,
    "proposedGrade": "C",
    "regions": [
      {
        "evidenceId": "ev-0288",
        "region": "apac"
      }
    ],
    "retrievedOn": "2026-11-10",
    "scope": "QA set-up and testing of a B2B road-freight platform with operations, safety and compliance, finance and asset modules, on web and Android APK builds: bug audit and migration to a Jira/Xray workflow, sprint-based QA process, test environments, Playwright automation integrated with CI/CD, and manual testing of areas automation did not cover. Engagement length not stated.",
    "scopeNotes": [
      {
        "evidenceId": "ev-0292",
        "quote": "Scaled QA from ad-hoc to fully agile"
      },
      {
        "evidenceId": "ev-0293",
        "quote": "Enabled multi-device, cross-platform testing, including mobile APKs"
      }
    ],
    "slug": "scaling-qa-for-transport-platform",
    "sourceUrl": "https://codoid.com/client-stories/scaling-qa-for-transport-platform/",
    "status": "recorded",
    "systems": [
      {
        "evidenceId": "ev-0285",
        "slug": "freight-forwarding"
      }
    ],
    "teamAndStack": {
      "evidenceId": "ev-0294",
      "text": "Team size not stated; Playwright, Jira, Xray, CI/CD pipeline"
    },
    "testingTypes": [
      {
        "evidenceId": "ev-0286",
        "slug": "test-automation"
      },
      {
        "evidenceId": "ev-0287",
        "slug": "mobile-handheld"
      }
    ],
    "testingTypesOther": [
      "manual",
      "smoke",
      "cross-device"
    ],
    "title": "Scaling QA for Transport Platform",
    "titleEvidenceId": "ev-0282",
    "undated": true,
    "vendor": "codoid",
    "verifiedOn": "2026-11-11"
  },
  {
    "client": {
      "evidenceId": "ev-0313",
      "named": false,
      "value": "anonymised by vendor: \"A fledgling logistics company\""
    },
    "datePublished": {
      "evidenceId": "ev-0321",
      "how": "metadata",
      "value": "2021-08-09"
    },
    "droppedReason": null,
    "engagementLength": null,
    "engagementModels": [],
    "evidenceIds": [
      "ev-0311",
      "ev-0312",
      "ev-0313",
      "ev-0314",
      "ev-0315",
      "ev-0316",
      "ev-0317",
      "ev-0318",
      "ev-0319",
      "ev-0320",
      "ev-0321"
    ],
    "filledFields": 9,
    "grade": "B",
    "gradeBeforeR5": "B",
    "id": "crestech/robust-testing-framework-logistics-company",
    "notStated": [
      "The client's name",
      "Which logistics system was tested",
      "How long the engagement lasted"
    ],
    "outcomes": [
      {
        "evidenceId": "ev-0316",
        "figure": "40% reduction in application execution time",
        "quote": "40% Reduction in Application Execution Time"
      },
      {
        "evidenceId": "ev-0317",
        "figure": "70% reduction in data set-up time",
        "quote": "70% of data set-up time was reduced by the creation of the QA Framework."
      }
    ],
    "pagePublished": true,
    "proposedGrade": "B",
    "regions": [],
    "retrievedOn": "2026-11-10",
    "scope": "QA practice setup for several interconnected applications of a logistics company: testing processes integrated into the Git branching workflow, scripts for test environment set-up and daily data clean-up, manual and automated test cases for core functions and regression, and automation of critical test cases in each release. Engagement length is not stated.",
    "scopeNotes": [
      {
        "evidenceId": "ev-0318",
        "quote": "Custom scripts facilitated quick test environment setup and daily data clean-up, saving valuable time."
      },
      {
        "evidenceId": "ev-0319",
        "quote": "Critical test cases were identified and automated in every release, accelerating execution"
      }
    ],
    "slug": "robust-testing-framework-logistics-company",
    "sourceUrl": "https://www.crestechsoftware.com/case-studies/setting-up-of-testing-processes-for-a-logistics-company/",
    "status": "recorded",
    "systems": [],
    "teamAndStack": {
      "evidenceId": "ev-0320",
      "text": "Git branching workflow and custom environment set-up scripts; team size not stated"
    },
    "testingTypes": [
      {
        "evidenceId": "ev-0314",
        "slug": "test-automation"
      },
      {
        "evidenceId": "ev-0315",
        "slug": "integration-edi-api"
      }
    ],
    "testingTypesOther": [
      "manual",
      "regression",
      "QA practice setup"
    ],
    "title": "Implementing a Robust Testing Framework for a Fledgling Logistic Company through QA Setup",
    "titleEvidenceId": "ev-0311",
    "undated": false,
    "vendor": "crestech",
    "verifiedOn": "2026-11-11"
  },
  {
    "client": {
      "evidenceId": "ev-0324",
      "named": false,
      "value": "anonymised by vendor: \"A fleet management provider\""
    },
    "datePublished": {
      "evidenceId": "ev-0333",
      "how": "metadata",
      "value": "2021-09-03"
    },
    "droppedReason": null,
    "engagementLength": null,
    "engagementModels": [],
    "evidenceIds": [
      "ev-0322",
      "ev-0323",
      "ev-0324",
      "ev-0325",
      "ev-0326",
      "ev-0327",
      "ev-0328",
      "ev-0329",
      "ev-0330",
      "ev-0331",
      "ev-0332",
      "ev-0333"
    ],
    "filledFields": 9,
    "grade": "B",
    "gradeBeforeR5": "B",
    "id": "crestech/security-testing-test-automation-fleet-management",
    "notStated": [
      "The client's name",
      "How long the engagement lasted",
      "Team size and tools"
    ],
    "outcomes": [
      {
        "evidenceId": "ev-0328",
        "figure": "4 medium and 1 low-risk vulnerabilities identified in phase 1",
        "quote": "Phase 1: Identified 4 medium and 1 low-risk vulnerabilities in the web application."
      },
      {
        "evidenceId": "ev-0329",
        "figure": "3 medium and 1 low-risk vulnerabilities resolved in phase 2",
        "quote": "Successfully resolved 3 medium and 1 low-risk vulnerabilities"
      },
      {
        "evidenceId": "ev-0330",
        "figure": "80% reduction in identified vulnerabilities",
        "quote": "80% reduction in identified vulnerabilities."
      }
    ],
    "pagePublished": true,
    "proposedGrade": "B",
    "regions": [],
    "retrievedOn": "2026-11-10",
    "scope": "Security assessment of a fleet management provider's web application and APIs in two phases: attack-surface mapping, tool-based and manual vulnerability testing, simulated attack scenarios, open-port checks, gray-box penetration attacks on APIs, and re-testing of reported vulnerabilities after fixes. Engagement length is not stated.",
    "scopeNotes": [
      {
        "evidenceId": "ev-0331",
        "quote": "Re-tested reported vulnerabilities after fixes, ensuring thorough remediation and closure."
      },
      {
        "evidenceId": "ev-0332",
        "quote": "ensuring driver data and system integrity against potential threats"
      }
    ],
    "slug": "security-testing-test-automation-fleet-management",
    "sourceUrl": "https://www.crestechsoftware.com/case-studies/security-testing-on-owasp-standards-for-a-fleet-management-system/",
    "status": "recorded",
    "systems": [
      {
        "evidenceId": "ev-0325",
        "slug": "fleet-telematics"
      }
    ],
    "teamAndStack": null,
    "testingTypes": [
      {
        "evidenceId": "ev-0326",
        "slug": "test-automation"
      },
      {
        "evidenceId": "ev-0327",
        "slug": "integration-edi-api"
      }
    ],
    "testingTypesOther": [
      "security (gray-box penetration testing)",
      "re-testing"
    ],
    "title": "Security Testing and Test Automation in Fleet Management System Ensures System Integrity",
    "titleEvidenceId": "ev-0322",
    "undated": false,
    "vendor": "crestech",
    "verifiedOn": "2026-11-11"
  },
  {
    "client": {
      "evidenceId": "ev-0336",
      "named": false,
      "value": "anonymised by vendor: \"a provider of Pan India Fleet Management Systems & Solutions\""
    },
    "datePublished": {
      "evidenceId": "ev-0344",
      "how": "metadata",
      "value": "2021-09-03"
    },
    "droppedReason": null,
    "engagementLength": null,
    "engagementModels": [],
    "evidenceIds": [
      "ev-0334",
      "ev-0335",
      "ev-0336",
      "ev-0337",
      "ev-0338",
      "ev-0339",
      "ev-0340",
      "ev-0341",
      "ev-0342",
      "ev-0343",
      "ev-0344"
    ],
    "filledFields": 10,
    "grade": "B",
    "gradeBeforeR5": "B",
    "id": "crestech/vapt-fleet-management-application",
    "notStated": [
      "The client's name",
      "How long the engagement lasted"
    ],
    "outcomes": [
      {
        "evidenceId": "ev-0339",
        "figure": "50 (unit not shown) reduction in UAT deployment time",
        "quote": "50 reduction in UAT deployment time"
      }
    ],
    "pagePublished": true,
    "proposedGrade": "B",
    "regions": [
      {
        "evidenceId": "ev-0338",
        "region": "apac"
      }
    ],
    "retrievedOn": "2026-11-10",
    "scope": "Vulnerability assessment and penetration testing of a cloud-hosted, web-based fleet management application with multiple roles and partner APIs, before go-live with a selected fleet provider: static code testing, threat modelling, vulnerability risk assessment, vulnerability scanning and penetration testing. Engagement length is not stated.",
    "scopeNotes": [
      {
        "evidenceId": "ev-0340",
        "quote": "Exposed High and Medium Vulnerabilities"
      },
      {
        "evidenceId": "ev-0341",
        "quote": "Thorough coverage to internal and exposed APIs"
      },
      {
        "evidenceId": "ev-0342",
        "quote": "Recommendation for future product development"
      }
    ],
    "slug": "vapt-fleet-management-application",
    "sourceUrl": "https://www.crestechsoftware.com/case-studies/vapt-of-fleet-management-application/",
    "status": "recorded",
    "systems": [
      {
        "evidenceId": "ev-0337",
        "slug": "fleet-telematics"
      }
    ],
    "teamAndStack": {
      "evidenceId": "ev-0343",
      "text": "BurpSuite, OWASP ZAP; application hosted on AWS; team size not stated"
    },
    "testingTypes": [],
    "testingTypesOther": [
      "security (vulnerability assessment and penetration testing)",
      "static code testing",
      "threat modelling"
    ],
    "title": "Vulnerability Assessment & Penetration Testing for a Fleet management Application",
    "titleEvidenceId": "ev-0334",
    "undated": false,
    "vendor": "crestech",
    "verifiedOn": "2026-11-11"
  },
  {
    "client": {
      "evidenceId": "ev-0375",
      "named": true,
      "value": "QIMA"
    },
    "datePublished": null,
    "droppedReason": null,
    "engagementLength": {
      "evidenceId": "ev-0384",
      "months": null,
      "text": "Since 2021"
    },
    "engagementModels": [
      {
        "evidenceId": "ev-0378",
        "model": "dedicated-team"
      }
    ],
    "evidenceIds": [
      "ev-0373",
      "ev-0374",
      "ev-0375",
      "ev-0376",
      "ev-0377",
      "ev-0378",
      "ev-0379",
      "ev-0380",
      "ev-0381",
      "ev-0382",
      "ev-0383",
      "ev-0384",
      "ev-0385"
    ],
    "filledFields": 8,
    "grade": "C",
    "gradeBeforeR5": "B",
    "id": "deviqa/qima-supply-chain-quality",
    "notStated": [
      "Which logistics system was tested",
      "A publication date"
    ],
    "outcomes": [
      {
        "evidenceId": "ev-0379",
        "figure": "release testing from 3-4 days to 1-2 days",
        "quote": "1-2 days for release testing"
      },
      {
        "evidenceId": "ev-0380",
        "figure": "2.5 times reduction in execution time",
        "quote": "resulting in 2.5 times reduction in execution time"
      },
      {
        "evidenceId": "ev-0381",
        "figure": "autotests from ~2000 to ~3000",
        "quote": "~3000 autotests"
      },
      {
        "evidenceId": "ev-0382",
        "figure": "up to 40% faster automated test creation",
        "quote": "Up to 40% faster automated test creation"
      }
    ],
    "pagePublished": false,
    "proposedGrade": "B",
    "regions": [],
    "retrievedOn": "2026-11-10",
    "scope": "Test automation, manual testing of new features, release testing and k6 performance tests for the QIMAone quality and compliance platform, as part of the client's internal QA team. Project length stated as since 2021.",
    "scopeNotes": [
      {
        "evidenceId": "ev-0383",
        "quote": "Autotests were updated to become independent of the environment"
      }
    ],
    "slug": "qima-supply-chain-quality",
    "sourceUrl": "https://www.deviqa.com/case-studies/qima/",
    "status": "recorded",
    "systems": [],
    "teamAndStack": {
      "evidenceId": "ev-0385",
      "text": "3 automation QA engineers; Cypress, k6, Postman, Jenkins, Grafana, Xray, Cursor AI"
    },
    "testingTypes": [
      {
        "evidenceId": "ev-0376",
        "slug": "test-automation"
      },
      {
        "evidenceId": "ev-0377",
        "slug": "performance-peak-load"
      }
    ],
    "testingTypesOther": [
      "manual testing of new features",
      "release testing",
      "web testing"
    ],
    "title": "QA services for supply chain solution",
    "titleEvidenceId": "ev-0373",
    "undated": true,
    "vendor": "deviqa",
    "verifiedOn": "2026-11-11"
  },
  {
    "client": {
      "evidenceId": "ev-0388",
      "named": true,
      "value": "Soapbox"
    },
    "datePublished": null,
    "droppedReason": null,
    "engagementLength": {
      "evidenceId": "ev-0401",
      "months": null,
      "text": "Since 2021"
    },
    "engagementModels": [
      {
        "evidenceId": "ev-0392",
        "model": "dedicated-team"
      }
    ],
    "evidenceIds": [
      "ev-0386",
      "ev-0387",
      "ev-0388",
      "ev-0389",
      "ev-0390",
      "ev-0391",
      "ev-0392",
      "ev-0393",
      "ev-0394",
      "ev-0395",
      "ev-0396",
      "ev-0397",
      "ev-0398",
      "ev-0399",
      "ev-0400",
      "ev-0401",
      "ev-0402"
    ],
    "filledFields": 9,
    "grade": "C",
    "gradeBeforeR5": "B",
    "id": "deviqa/soapbox-warehouse-management",
    "notStated": [
      "A publication date"
    ],
    "outcomes": [
      {
        "evidenceId": "ev-0393",
        "figure": "regression testing from 1.5 weeks to 3 days",
        "quote": "Regression testing decreased from 1.5 weeks to three days."
      },
      {
        "evidenceId": "ev-0394",
        "figure": "90% coverage of the web platform",
        "quote": "achieving 90% coverage of the Soapbox web platform"
      },
      {
        "evidenceId": "ev-0395",
        "figure": "400+ automated scripts in the first 6 months",
        "quote": ">400 automated scripts were created in the first 6 months"
      },
      {
        "evidenceId": "ev-0396",
        "figure": "1,500+ defects reported, 60% blocker, critical or major",
        "quote": "The team reported 1,500+ defects, with 60% classified as blocker, critical, or major."
      },
      {
        "evidenceId": "ev-0397",
        "figure": "80+ web platform releases supported",
        "quote": "DeviQA supported 80+ releases of the Soapbox web platform"
      },
      {
        "evidenceId": "ev-0398",
        "figure": "2x faster task handling",
        "quote": "2x faster task handling"
      }
    ],
    "pagePublished": false,
    "proposedGrade": "B",
    "regions": [],
    "retrievedOn": "2026-11-10",
    "scope": "Testing of the Soapbox web platform and of its Android application from prototype through launch: test documentation, coverage expansion, test automation and release support. Project length stated as since 2021.",
    "scopeNotes": [
      {
        "evidenceId": "ev-0399",
        "quote": "identified functional and design issues before release"
      },
      {
        "evidenceId": "ev-0400",
        "quote": "Effective management and planning of QA activities"
      }
    ],
    "slug": "soapbox-warehouse-management",
    "sourceUrl": "https://www.deviqa.com/case-studies/soapbox/",
    "status": "recorded",
    "systems": [
      {
        "evidenceId": "ev-0389",
        "slug": "wms"
      }
    ],
    "teamAndStack": {
      "evidenceId": "ev-0402",
      "text": "3 manual QA engineers, 1 automation QA engineer, 1 mobile developer; Cypress, GitLab, Sentry, Datadog, React Native, App Center, Swagger"
    },
    "testingTypes": [
      {
        "evidenceId": "ev-0390",
        "slug": "test-automation"
      },
      {
        "evidenceId": "ev-0391",
        "slug": "mobile-handheld"
      }
    ],
    "testingTypesOther": [
      "web testing",
      "regression",
      "requirements validation"
    ],
    "title": "QA services for warehouse management software",
    "titleEvidenceId": "ev-0386",
    "undated": true,
    "vendor": "deviqa",
    "verifiedOn": "2026-11-11"
  },
  {
    "client": {
      "evidenceId": "ev-0405",
      "named": true,
      "value": "Sway"
    },
    "datePublished": null,
    "droppedReason": null,
    "engagementLength": {
      "evidenceId": "ev-0419",
      "months": null,
      "text": "Since 2022"
    },
    "engagementModels": [
      {
        "evidenceId": "ev-0410",
        "model": "dedicated-team"
      }
    ],
    "evidenceIds": [
      "ev-0403",
      "ev-0404",
      "ev-0405",
      "ev-0406",
      "ev-0407",
      "ev-0408",
      "ev-0409",
      "ev-0410",
      "ev-0411",
      "ev-0412",
      "ev-0413",
      "ev-0414",
      "ev-0415",
      "ev-0416",
      "ev-0417",
      "ev-0418",
      "ev-0419",
      "ev-0420"
    ],
    "filledFields": 8,
    "grade": "C",
    "gradeBeforeR5": "B",
    "id": "deviqa/sway-returns-management",
    "notStated": [
      "Which logistics system was tested",
      "A publication date"
    ],
    "outcomes": [
      {
        "evidenceId": "ev-0411",
        "figure": "regression testing reduced to 1.5 days",
        "quote": "the time of regression testing has been reduced to 1.5 days"
      },
      {
        "evidenceId": "ev-0412",
        "figure": "~40% of tests automated",
        "quote": "~40% of tests have been automated, and this value is growing"
      },
      {
        "evidenceId": "ev-0413",
        "figure": "regression execution time reduced by half",
        "quote": "the time needed to execute regression testing has been reduced by half"
      },
      {
        "evidenceId": "ev-0414",
        "figure": "450+ test cases written",
        "quote": "450+ test cases have been written"
      },
      {
        "evidenceId": "ev-0415",
        "figure": "280+ regression end-to-end cases",
        "quote": "280+ regression E2EE cases have been created"
      },
      {
        "evidenceId": "ev-0416",
        "figure": "100% of API endpoints covered with tests",
        "quote": "100% of all API endpoints are covered with tests"
      }
    ],
    "pagePublished": false,
    "proposedGrade": "B",
    "regions": [],
    "retrievedOn": "2026-11-10",
    "scope": "Setting up and running the QA process for the Sway returns platform: web and mobile testing, regression and end-to-end test cases, test automation, API tests, performance suites and release control. Project length stated as since 2022.",
    "scopeNotes": [
      {
        "evidenceId": "ev-0417",
        "quote": "Our initiatives let the team release the Sway app smoothly and without disruptions."
      },
      {
        "evidenceId": "ev-0418",
        "quote": "the onboarding of new employees has been streamlined"
      }
    ],
    "slug": "sway-returns-management",
    "sourceUrl": "https://www.deviqa.com/case-studies/sway/",
    "status": "recorded",
    "systems": [],
    "teamAndStack": {
      "evidenceId": "ev-0420",
      "text": "1 manual QA engineer; Playwright, CodeceptJS, Appium, Postman, BrowserStack, GitHub Actions, CircleCI"
    },
    "testingTypes": [
      {
        "evidenceId": "ev-0406",
        "slug": "test-automation"
      },
      {
        "evidenceId": "ev-0407",
        "slug": "mobile-handheld"
      },
      {
        "evidenceId": "ev-0408",
        "slug": "integration-edi-api"
      },
      {
        "evidenceId": "ev-0409",
        "slug": "performance-peak-load"
      }
    ],
    "testingTypesOther": [
      "web testing",
      "regression",
      "end-to-end"
    ],
    "title": "Software testing services for returns management software",
    "titleEvidenceId": "ev-0403",
    "undated": true,
    "vendor": "deviqa",
    "verifiedOn": "2026-11-11"
  },
  {
    "client": {
      "evidenceId": "ev-0445",
      "named": false,
      "value": "anonymised by vendor: \"An Australia-based logistics leader\""
    },
    "datePublished": {
      "evidenceId": "ev-0451",
      "how": "visible",
      "value": "2025-10-23"
    },
    "droppedReason": null,
    "engagementLength": null,
    "engagementModels": [],
    "evidenceIds": [
      "ev-0443",
      "ev-0444",
      "ev-0445",
      "ev-0446",
      "ev-0447",
      "ev-0448",
      "ev-0449",
      "ev-0450",
      "ev-0451"
    ],
    "filledFields": 8,
    "grade": "C",
    "gradeBeforeR5": "C",
    "id": "hcltech/automated-unit-test-coverage-logistics",
    "notStated": [
      "The client's name",
      "Which logistics system was tested",
      "How long the engagement lasted",
      "Any quantified outcome"
    ],
    "outcomes": [],
    "pagePublished": false,
    "proposedGrade": "C",
    "regions": [
      {
        "evidenceId": "ev-0447",
        "region": "apac"
      }
    ],
    "retrievedOn": "2026-11-10",
    "scope": "Automated generation of unit tests for legacy source code of a logistics company, using a Python framework with large language models, with generated tests integrated into CI/CD pipelines toward an 80% unit test coverage target. Engagement length not stated.",
    "scopeNotes": [
      {
        "evidenceId": "ev-0448",
        "quote": "Rapid increase in unit test coverage towards the 80% target"
      },
      {
        "evidenceId": "ev-0449",
        "quote": "Freed up developer capacity to focus on higher-value BAU and project activities."
      }
    ],
    "slug": "automated-unit-test-coverage-logistics",
    "sourceUrl": "https://www.hcltech.com/case-study/accelerating-devops-maturity-through-automated-test-coverage",
    "status": "recorded",
    "systems": [],
    "teamAndStack": {
      "evidenceId": "ev-0450",
      "text": "Python-powered automation framework using large language models; Amazon Bedrock, AWS CloudTrail, Amazon CloudWatch, Amazon VPC; team size not stated"
    },
    "testingTypes": [
      {
        "evidenceId": "ev-0446",
        "slug": "test-automation"
      }
    ],
    "testingTypesOther": [
      "unit"
    ],
    "title": "Accelerating DevOps maturity through automated test coverage",
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    "undated": false,
    "vendor": "hcltech",
    "verifiedOn": "2026-11-11"
  },
  {
    "client": {
      "evidenceId": "ev-0454",
      "named": false,
      "value": "anonymised by vendor: \"a leading European automotive logistics provider\""
    },
    "datePublished": {
      "evidenceId": "ev-0465",
      "how": "visible",
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    },
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      "ev-0452",
      "ev-0453",
      "ev-0454",
      "ev-0455",
      "ev-0456",
      "ev-0457",
      "ev-0458",
      "ev-0459",
      "ev-0460",
      "ev-0461",
      "ev-0462",
      "ev-0463",
      "ev-0464",
      "ev-0465"
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      "How long the engagement lasted"
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      {
        "evidenceId": "ev-0458",
        "figure": "manual testing effort reduced by up to 40%",
        "quote": "reducing manual testing effort by up to 40 %"
      },
      {
        "evidenceId": "ev-0459",
        "figure": "44% developer productivity gain",
        "quote": "44% developer productivity gain"
      },
      {
        "evidenceId": "ev-0460",
        "figure": "47% improvement in delivery velocity",
        "quote": "47% improvement in delivery velocity"
      },
      {
        "evidenceId": "ev-0461",
        "figure": "33% better security outcomes",
        "quote": "33% better security outcomes"
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    ],
    "pagePublished": true,
    "proposedGrade": "B",
    "regions": [
      {
        "evidenceId": "ev-0457",
        "region": "europe"
      }
    ],
    "retrievedOn": "2026-11-10",
    "scope": "Testing and quality engineering transformation across the application portfolio of a European automotive logistics provider: value stream mapping of workflows spanning logistics, finance and EDI systems, a GenAI-based unit test generator, and regression testing across continuous integration and release cycles. Engagement length not stated.",
    "scopeNotes": [
      {
        "evidenceId": "ev-0462",
        "quote": "Implemented rigorous regression testing to safeguard platform stability across continuous integration and release cycles."
      },
      {
        "evidenceId": "ev-0463",
        "quote": "Shifting from late-stage bug patching to early defect detection has stabilized core EDI"
      }
    ],
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      {
        "evidenceId": "ev-0455",
        "slug": "edi-integrations"
      }
    ],
    "teamAndStack": {
      "evidenceId": "ev-0464",
      "text": "GPT-4.1, Azure OpenAI, GitHub Copilot (GHCP), AICafe; team size not stated"
    },
    "testingTypes": [
      {
        "evidenceId": "ev-0456",
        "slug": "test-automation"
      }
    ],
    "testingTypesOther": [
      "unit",
      "regression"
    ],
    "title": "Transforming automotive logistics through GenAI adoption and value-stream re-engineering",
    "titleEvidenceId": "ev-0452",
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    "vendor": "hcltech",
    "verifiedOn": "2026-11-11"
  },
  {
    "client": {
      "evidenceId": "ev-0468",
      "named": false,
      "value": "anonymised by vendor: \"One of North America's largest foodservice distributors\""
    },
    "datePublished": {
      "evidenceId": "ev-0477",
      "how": "visible",
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    },
    "droppedReason": null,
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    "engagementModels": [],
    "evidenceIds": [
      "ev-0466",
      "ev-0467",
      "ev-0468",
      "ev-0469",
      "ev-0470",
      "ev-0471",
      "ev-0472",
      "ev-0473",
      "ev-0474",
      "ev-0475",
      "ev-0476",
      "ev-0477"
    ],
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      "How long the engagement lasted",
      "Team size and tools"
    ],
    "outcomes": [
      {
        "evidenceId": "ev-0472",
        "figure": "90-95% reduction in manual test execution effort",
        "quote": "90–95% reduction in manual test execution effort"
      },
      {
        "evidenceId": "ev-0473",
        "figure": "10-15% reduction in global inventory costs",
        "quote": "10-15% reduction in global inventory costs"
      },
      {
        "evidenceId": "ev-0474",
        "figure": "about 25% increase in overall stock availability",
        "quote": "25% increment in overall stock availability"
      }
    ],
    "pagePublished": true,
    "proposedGrade": "B",
    "regions": [
      {
        "evidenceId": "ev-0471",
        "region": "north-america"
      }
    ],
    "retrievedOn": "2026-11-10",
    "scope": "Replacement of manual test execution with automated end-to-end testing of a Blue Yonder warehouse management system, including automated test data creation from legacy desktop applications and reusable test components. Engagement length not stated.",
    "scopeNotes": [
      {
        "evidenceId": "ev-0475",
        "quote": "Higher test coverage through automated end-to-end flows"
      },
      {
        "evidenceId": "ev-0476",
        "quote": "a scalable automation foundation ready for future operational and digital rollouts"
      }
    ],
    "slug": "warehouse-system-testing-foodservice",
    "sourceUrl": "https://www.hcltech.com/case-study/automating-qa-reliable-warehouse-operations",
    "status": "recorded",
    "systems": [
      {
        "evidenceId": "ev-0469",
        "slug": "wms"
      }
    ],
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      {
        "evidenceId": "ev-0470",
        "slug": "test-automation"
      }
    ],
    "testingTypesOther": [
      "end-to-end"
    ],
    "title": "Getting every food order right through smarter warehouse system testing",
    "titleEvidenceId": "ev-0466",
    "undated": false,
    "vendor": "hcltech",
    "verifiedOn": "2026-11-11"
  },
  {
    "client": {
      "evidenceId": "ev-0504",
      "named": true,
      "value": "DTDC"
    },
    "datePublished": {
      "evidenceId": "ev-0509",
      "how": "metadata",
      "value": "2021-05-26"
    },
    "droppedReason": null,
    "engagementLength": null,
    "engagementModels": [
      {
        "evidenceId": "ev-0505",
        "model": "dedicated-team"
      }
    ],
    "evidenceIds": [
      "ev-0502",
      "ev-0503",
      "ev-0504",
      "ev-0505",
      "ev-0506",
      "ev-0507",
      "ev-0508",
      "ev-0509"
    ],
    "filledFields": 7,
    "grade": "A",
    "gradeBeforeR5": "A",
    "id": "impactqa/dtdc-logistics-qa",
    "notStated": [
      "Which logistics system was tested",
      "Which testing types were used",
      "How long the engagement lasted",
      "Team size and tools"
    ],
    "outcomes": [
      {
        "evidenceId": "ev-0506",
        "figure": "operational efficiency accelerated by 60%",
        "quote": "Accelerating the Operational Efficiency by 60%"
      }
    ],
    "pagePublished": true,
    "proposedGrade": "A",
    "regions": [],
    "retrievedOn": "2026-11-10",
    "scope": "QA of the client's product application and its module architecture by a dedicated QA team, covering the whole testing process and a review of the QA process. Engagement length is not stated. The full case study is a gated download; only the landing page text is recorded.",
    "scopeNotes": [
      {
        "evidenceId": "ev-0507",
        "quote": "our team identified lack of streamlined QA process in their product catalogue"
      },
      {
        "evidenceId": "ev-0508",
        "quote": "highlighted a vast scope of process improvement"
      }
    ],
    "slug": "dtdc-logistics-qa",
    "sourceUrl": "https://www.impactqa.com/case-studies/dtdc/",
    "status": "recorded",
    "systems": [],
    "teamAndStack": null,
    "testingTypes": [],
    "testingTypesOther": [],
    "title": "Discover How ImpactQA Helped a Leading Logistics Firm in Accelerating the Operational Efficiency by 60%",
    "titleEvidenceId": "ev-0502",
    "undated": false,
    "vendor": "impactqa",
    "verifiedOn": "2026-11-11"
  },
  {
    "client": {
      "evidenceId": "ev-0534",
      "named": false,
      "value": "anonymised by vendor: \"Confidential\" (Industry: Transportation)"
    },
    "datePublished": {
      "evidenceId": "ev-0541",
      "how": "metadata",
      "value": "2024-06-21"
    },
    "droppedReason": null,
    "engagementLength": null,
    "engagementModels": [],
    "evidenceIds": [
      "ev-0532",
      "ev-0533",
      "ev-0534",
      "ev-0535",
      "ev-0536",
      "ev-0537",
      "ev-0538",
      "ev-0539",
      "ev-0540",
      "ev-0541"
    ],
    "filledFields": 9,
    "grade": "C",
    "gradeBeforeR5": "C",
    "id": "mindfire-solutions/ai-assisted-testing-for-transport-management",
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      "The client's name",
      "How long the engagement lasted",
      "Any quantified outcome"
    ],
    "outcomes": [],
    "pagePublished": false,
    "proposedGrade": "C",
    "regions": [
      {
        "evidenceId": "ev-0537",
        "region": "europe"
      }
    ],
    "retrievedOn": "2026-11-10",
    "scope": "Unit testing of the client's legacy Java code: test coverage gaps identified with JaCoCo, a JUnit test framework set up and test cases written with generative AI tools to reduce time-consuming regression testing. Engagement length not stated.",
    "scopeNotes": [
      {
        "evidenceId": "ev-0538",
        "quote": "achieving thoroughness and accuracy in half the estimated time"
      },
      {
        "evidenceId": "ev-0539",
        "quote": "This reduced manual effort and improved test coverage"
      }
    ],
    "slug": "ai-assisted-testing-for-transport-management",
    "sourceUrl": "https://www.mindfiresolutions.com/expertise/ai-assisted-testing-for-transport-management/",
    "status": "recorded",
    "systems": [
      {
        "evidenceId": "ev-0535",
        "slug": "tms"
      }
    ],
    "teamAndStack": {
      "evidenceId": "ev-0540",
      "text": "Team size not stated; Java 8, Maven, JUnit 4, Mockito, PowerMockito, JaCoCo; generative AI tools OpenAI Codex, Codiumate, GPT-3"
    },
    "testingTypes": [
      {
        "evidenceId": "ev-0536",
        "slug": "test-automation"
      }
    ],
    "testingTypesOther": [
      "unit"
    ],
    "title": "AI-Assisted Testing for Transport Management",
    "titleEvidenceId": "ev-0532",
    "undated": false,
    "vendor": "mindfire-solutions",
    "verifiedOn": "2026-11-11"
  },
  {
    "client": {
      "evidenceId": "ev-0544",
      "named": false,
      "value": "anonymised by vendor: \"Leading Logistics Service Provider worldwide\""
    },
    "datePublished": {
      "evidenceId": "ev-0550",
      "how": "metadata",
      "value": "2021-03-24"
    },
    "droppedReason": null,
    "engagementLength": null,
    "engagementModels": [],
    "evidenceIds": [
      "ev-0542",
      "ev-0543",
      "ev-0544",
      "ev-0545",
      "ev-0546",
      "ev-0547",
      "ev-0548",
      "ev-0549",
      "ev-0550"
    ],
    "filledFields": 8,
    "grade": "C",
    "gradeBeforeR5": "C",
    "id": "mindfire-solutions/automation-of-logistic-management-system",
    "notStated": [
      "The client's name",
      "Which logistics system was tested",
      "How long the engagement lasted",
      "Any quantified outcome"
    ],
    "outcomes": [],
    "pagePublished": false,
    "proposedGrade": "C",
    "regions": [
      {
        "evidenceId": "ev-0546",
        "region": "north-america"
      }
    ],
    "retrievedOn": "2026-11-10",
    "scope": "Automation of end-to-end test scenarios for a bulk mail and parcel tracking system with modules for grouping, sorting and ZIP code encoding of mail items, run on each new build; started as a pilot and continued as a regular project. Engagement length not stated.",
    "scopeNotes": [
      {
        "evidenceId": "ev-0547",
        "quote": "Initially, the project started on pilot phase."
      },
      {
        "evidenceId": "ev-0548",
        "quote": "it moved on to be a regular project of ours"
      }
    ],
    "slug": "automation-of-logistic-management-system",
    "sourceUrl": "https://www.mindfiresolutions.com/expertise/automation-of-logistic-management-system/",
    "status": "recorded",
    "systems": [],
    "teamAndStack": {
      "evidenceId": "ev-0549",
      "text": "Team size not stated; QTP"
    },
    "testingTypes": [
      {
        "evidenceId": "ev-0545",
        "slug": "test-automation"
      }
    ],
    "testingTypesOther": [
      "regression"
    ],
    "title": "Automation of Logistic Management System",
    "titleEvidenceId": "ev-0542",
    "undated": false,
    "vendor": "mindfire-solutions",
    "verifiedOn": "2026-11-11"
  },
  {
    "client": {
      "evidenceId": "ev-0585",
      "named": true,
      "value": "Bitlog"
    },
    "datePublished": {
      "evidenceId": "ev-0595",
      "how": "metadata",
      "value": "2018-05-02"
    },
    "droppedReason": null,
    "engagementLength": {
      "evidenceId": "ev-0593",
      "months": 40,
      "text": "January 2015 - present"
    },
    "engagementModels": [
      {
        "evidenceId": "ev-0588",
        "model": "dedicated-team"
      }
    ],
    "evidenceIds": [
      "ev-0583",
      "ev-0584",
      "ev-0585",
      "ev-0586",
      "ev-0587",
      "ev-0588",
      "ev-0589",
      "ev-0590",
      "ev-0591",
      "ev-0592",
      "ev-0593",
      "ev-0594",
      "ev-0595"
    ],
    "filledFields": 10,
    "grade": "A",
    "gradeBeforeR5": "A",
    "id": "n-ix/bitlog-wms-tms-mobile",
    "notStated": [],
    "outcomes": [
      {
        "evidenceId": "ev-0590",
        "figure": "user efficiency increased by up to 50%",
        "quote": "Bitlog’s users have increased their efficiency by up to 50%"
      }
    ],
    "pagePublished": true,
    "proposedGrade": "A",
    "regions": [
      {
        "evidenceId": "ev-0589",
        "region": "europe"
      }
    ],
    "retrievedOn": "2026-11-10",
    "scope": "N-iX maintained the iPad version of Bitlog's warehouse management system, developed a new iPhone version and Apple Watch and Apple TV applications, built a transportation management system application, and tested the redesigned application against the old version. Partnership period stated as January 2015 - present.",
    "scopeNotes": [
      {
        "evidenceId": "ev-0591",
        "quote": "the team performed rigorous testing to eliminate the discrepancies"
      },
      {
        "evidenceId": "ev-0592",
        "quote": "Thus we ensured flawless operation of the application."
      }
    ],
    "slug": "bitlog-wms-tms-mobile",
    "sourceUrl": "https://www.n-ix.com/case-study/mobile-application-development-ui-ux-design-bitlog/",
    "status": "recorded",
    "systems": [
      {
        "evidenceId": "ev-0586",
        "slug": "wms"
      },
      {
        "evidenceId": "ev-0587",
        "slug": "tms"
      }
    ],
    "teamAndStack": {
      "evidenceId": "ev-0594",
      "text": "Team size not stated; iOS, Swift, Objective C"
    },
    "testingTypes": [],
    "testingTypesOther": [
      "testing after redesign, type not stated"
    ],
    "title": "Mobile application development and UI/UX design for Bitlog",
    "titleEvidenceId": "ev-0583",
    "undated": false,
    "vendor": "n-ix",
    "verifiedOn": "2026-11-11"
  },
  {
    "client": {
      "evidenceId": "ev-0598",
      "named": false,
      "value": "anonymised by vendor: \"a global shipping company that offers transportation and logistics solutions\""
    },
    "datePublished": {
      "evidenceId": "ev-0604",
      "how": "metadata",
      "value": "2023-11-24"
    },
    "droppedReason": null,
    "engagementLength": {
      "evidenceId": "ev-0602",
      "months": 27,
      "text": "August 2021 - present"
    },
    "engagementModels": [
      {
        "evidenceId": "ev-0600",
        "model": "staff-augmentation"
      }
    ],
    "evidenceIds": [
      "ev-0596",
      "ev-0597",
      "ev-0598",
      "ev-0599",
      "ev-0600",
      "ev-0601",
      "ev-0602",
      "ev-0603",
      "ev-0604"
    ],
    "filledFields": 8,
    "grade": "C",
    "gradeBeforeR5": "C",
    "id": "n-ix/cargo-container-allocation-app-modernization",
    "notStated": [
      "The client's name",
      "Which logistics system was tested",
      "Any quantified outcome"
    ],
    "outcomes": [],
    "pagePublished": false,
    "proposedGrade": "C",
    "regions": [],
    "retrievedOn": "2026-11-10",
    "scope": "N-iX built a web service that allocates cargo containers to vessels, integrated it with a US railway station application and the Kafka message broker, added dashboards and email notifications, and automated unit tests that were previously launched manually. Partnership period stated as August 2021 - present.",
    "scopeNotes": [
      {
        "evidenceId": "ev-0601",
        "quote": "Previously, unit tests on both the front end and the back end were launched manually"
      }
    ],
    "slug": "cargo-container-allocation-app-modernization",
    "sourceUrl": "https://www.n-ix.com/case-study/increasing-efficiency-reducing-expenses-logistics/",
    "status": "recorded",
    "systems": [],
    "teamAndStack": {
      "evidenceId": "ev-0603",
      "text": "Team size not stated; Angular, MS SQL Server, Kotlin, Kafka, Mockito, JUnit"
    },
    "testingTypes": [
      {
        "evidenceId": "ev-0599",
        "slug": "test-automation"
      }
    ],
    "testingTypesOther": [
      "unit testing"
    ],
    "title": "Driving efficiency in logistics with app modernization",
    "titleEvidenceId": "ev-0596",
    "undated": false,
    "vendor": "n-ix",
    "verifiedOn": "2026-11-11"
  },
  {
    "client": {
      "evidenceId": "ev-0607",
      "named": false,
      "value": "anonymised by vendor: \"a private equity-backed transportation company\""
    },
    "datePublished": {
      "evidenceId": "ev-0614",
      "how": "metadata",
      "value": "2026-05-18"
    },
    "droppedReason": null,
    "engagementLength": null,
    "engagementModels": [],
    "evidenceIds": [
      "ev-0605",
      "ev-0606",
      "ev-0607",
      "ev-0608",
      "ev-0609",
      "ev-0610",
      "ev-0611",
      "ev-0612",
      "ev-0613",
      "ev-0614"
    ],
    "filledFields": 9,
    "grade": "B",
    "gradeBeforeR5": "B",
    "id": "n-ix/transportation-ai-adoption-test-coverage",
    "notStated": [
      "The client's name",
      "Which logistics system was tested",
      "How long the engagement lasted"
    ],
    "outcomes": [
      {
        "evidenceId": "ev-0608",
        "figure": "test coverage from 55% to 81%",
        "quote": "Test coverage increased from 55% to 81%"
      },
      {
        "evidenceId": "ev-0609",
        "figure": "team velocity from 85 to 108.3 story points (+27%)",
        "quote": "Average team velocity grew from 85 to 108.3 story points (+27%)"
      },
      {
        "evidenceId": "ev-0610",
        "figure": "code review time from 8–12 hours to 4–6 hours",
        "quote": "Code review time was halved from 8–12 hours to 4–6 hours"
      }
    ],
    "pagePublished": true,
    "proposedGrade": "B",
    "regions": [],
    "retrievedOn": "2026-11-10",
    "scope": "N-iX ran a GenAI adoption program across the client's six engineering work streams, covering development, front-end, QA, data and BI roles, and embedded AI tools in coding and QA workflows to speed up test creation. Engagement length not stated.",
    "scopeNotes": [
      {
        "evidenceId": "ev-0611",
        "quote": "AI productivity was embedded primarily within coding and QA workflows"
      },
      {
        "evidenceId": "ev-0612",
        "quote": "improve QA coverage across a multi-stream engineering program"
      }
    ],
    "slug": "transportation-ai-adoption-test-coverage",
    "sourceUrl": "https://www.n-ix.com/case-study/transportation-leader-adopts-ai-lifts-engineering-velocity/",
    "status": "recorded",
    "systems": [],
    "teamAndStack": {
      "evidenceId": "ev-0613",
      "text": "140+ client engineers across Java development, front-end, QA, data and BI; N-iX team size not stated"
    },
    "testingTypes": [],
    "testingTypesOther": [
      "AI-assisted test creation and test coverage"
    ],
    "title": "Transportation leader takes AI adoption to 91% and lifts engineering velocity 27% with structured gen AI rollout",
    "titleEvidenceId": "ev-0605",
    "undated": false,
    "vendor": "n-ix",
    "verifiedOn": "2026-11-11"
  },
  {
    "client": {
      "evidenceId": "ev-0667",
      "named": false,
      "value": "anonymised by vendor: \"one of the largest and longest established DIY and home improvement retailers in the UK\""
    },
    "datePublished": {
      "evidenceId": "ev-0680",
      "how": "visible",
      "value": "2026-06-22"
    },
    "droppedReason": null,
    "engagementLength": {
      "evidenceId": "ev-0679",
      "months": 120,
      "text": "over 10 years"
    },
    "engagementModels": [
      {
        "evidenceId": "ev-0671",
        "model": "managed-testing"
      }
    ],
    "evidenceIds": [
      "ev-0665",
      "ev-0666",
      "ev-0667",
      "ev-0668",
      "ev-0669",
      "ev-0670",
      "ev-0671",
      "ev-0672",
      "ev-0673",
      "ev-0674",
      "ev-0675",
      "ev-0676",
      "ev-0677",
      "ev-0678",
      "ev-0679",
      "ev-0680"
    ],
    "filledFields": 9,
    "grade": "B",
    "gradeBeforeR5": "B",
    "id": "qualitest/diy-retailer-managed-testing",
    "notStated": [
      "The client's name",
      "Team size and tools"
    ],
    "outcomes": [
      {
        "evidenceId": "ev-0673",
        "figure": "95% of defects identified during system integration or real-time testing",
        "quote": "95% of defects are identified by QualityAI during system integration or real-time testing."
      },
      {
        "evidenceId": "ev-0674",
        "figure": "5% of defects logged in user acceptance testing",
        "quote": "Only 5% of defects logged by user acceptance testing."
      },
      {
        "evidenceId": "ev-0675",
        "figure": "zero defects in live environments",
        "quote": "Zero defects in live environments."
      },
      {
        "evidenceId": "ev-0676",
        "figure": "10-15% reduction in test scope and effort",
        "quote": "Risk-based testing approach reduced 10-15% test scope and efforts"
      }
    ],
    "pagePublished": true,
    "proposedGrade": "B",
    "regions": [
      {
        "evidenceId": "ev-0672",
        "region": "europe"
      }
    ],
    "retrievedOn": "2026-11-10",
    "scope": "Managed test services for a retailer's integration programme covering POS, warehouse and delivery integrations and downstream systems: test strategy, system integration, regression, performance and API testing, and end-to-end business process testing including warehouse capacity and supplier-to-warehouse procurement flows. The vendor states it has been the client's testing partner for over 10 years.",
    "scopeNotes": [
      {
        "evidenceId": "ev-0677",
        "quote": "projects are now more agile, adaptive, optimized, organized, on schedule and delivered with maximum quality"
      },
      {
        "evidenceId": "ev-0678",
        "quote": "Capacity management in warehouse and pick capacity for Click & Collect in stores."
      }
    ],
    "slug": "diy-retailer-managed-testing",
    "sourceUrl": "https://www.quality-ai.com/insights/case-studies/phased-integrations-support-digital-transformation-diy-retailer",
    "status": "recorded",
    "systems": [
      {
        "evidenceId": "ev-0668",
        "slug": "wms"
      }
    ],
    "teamAndStack": null,
    "testingTypes": [
      {
        "evidenceId": "ev-0669",
        "slug": "performance-peak-load"
      },
      {
        "evidenceId": "ev-0670",
        "slug": "integration-edi-api"
      }
    ],
    "testingTypesOther": [
      "system integration",
      "regression",
      "user acceptance support",
      "risk-based",
      "business process"
    ],
    "title": "How Phased Integrations Supported Digital Transformation for a Leading DIY Retailer",
    "titleEvidenceId": "ev-0665",
    "undated": false,
    "vendor": "qualitest",
    "verifiedOn": "2026-11-11"
  },
  {
    "client": {
      "evidenceId": "ev-0683",
      "named": false,
      "value": "anonymised by vendor: \"a highly advanced telematics and fleet management company\""
    },
    "datePublished": {
      "evidenceId": "ev-0694",
      "how": "visible",
      "value": "2026-07-14"
    },
    "droppedReason": null,
    "engagementLength": null,
    "engagementModels": [],
    "evidenceIds": [
      "ev-0681",
      "ev-0682",
      "ev-0683",
      "ev-0684",
      "ev-0685",
      "ev-0686",
      "ev-0687",
      "ev-0688",
      "ev-0689",
      "ev-0690",
      "ev-0691",
      "ev-0692",
      "ev-0693",
      "ev-0694"
    ],
    "filledFields": 10,
    "grade": "B",
    "gradeBeforeR5": "B",
    "id": "qualitest/telematics-fleet-management-automation",
    "notStated": [
      "The client's name",
      "How long the engagement lasted"
    ],
    "outcomes": [
      {
        "evidenceId": "ev-0686",
        "figure": "potential project blockers reduced by up to 60%",
        "quote": "Reduced potential project blockers by up to 60% and avoided delays"
      },
      {
        "evidenceId": "ev-0687",
        "figure": "scalability of testing processes increased by up to 80%",
        "quote": "Increased the scalability aspects of multiple testing processes and practices by up to 80%."
      },
      {
        "evidenceId": "ev-0688",
        "figure": "100% manual test coverage of targeted regulations",
        "quote": "Exceeded targeted testing coverage by 100% with manual test coverage"
      },
      {
        "evidenceId": "ev-0689",
        "figure": "80% automated test coverage",
        "quote": "80% with automated test coverage"
      },
      {
        "evidenceId": "ev-0690",
        "figure": "cost savings of up to $40,000 per year",
        "quote": "Achieved significant cost savings of up to $40,000 per year"
      }
    ],
    "pagePublished": true,
    "proposedGrade": "B",
    "regions": [],
    "retrievedOn": "2026-11-10",
    "scope": "Assessment of test coverage of government regulations for the client's Hours of Service (HOS) application and Electronic Logging Device (ELD) audits, TestRail traceability changes, conversion of uncovered regulations into manual tests and automation of automatable manual test cases. Engagement length not stated.",
    "scopeNotes": [
      {
        "evidenceId": "ev-0691",
        "quote": "ELD being successfully audited by government agencies"
      },
      {
        "evidenceId": "ev-0692",
        "quote": "Our Client increased the team size we provided to them"
      }
    ],
    "slug": "telematics-fleet-management-automation",
    "sourceUrl": "https://www.quality-ai.com/insights/case-studies/automation-increases-test-coverage-telematics-fleet-management",
    "status": "recorded",
    "systems": [
      {
        "evidenceId": "ev-0684",
        "slug": "fleet-telematics"
      }
    ],
    "teamAndStack": {
      "evidenceId": "ev-0693",
      "text": "Team size not stated; TestRail named as the test management tool"
    },
    "testingTypes": [
      {
        "evidenceId": "ev-0685",
        "slug": "test-automation"
      }
    ],
    "testingTypesOther": [
      "functional",
      "regulatory compliance coverage"
    ],
    "title": "How Automation Increased Test Coverage for a Telematics and Fleet Management Organization",
    "titleEvidenceId": "ev-0681",
    "undated": false,
    "vendor": "qualitest",
    "verifiedOn": "2026-11-11"
  },
  {
    "client": {
      "evidenceId": "ev-0738",
      "named": false,
      "value": "anonymised by vendor: \"a software provider for ecommerce fulfillment companies\""
    },
    "datePublished": {
      "evidenceId": "ev-0742",
      "how": "metadata",
      "value": "2022-12-15"
    },
    "droppedReason": null,
    "engagementLength": {
      "evidenceId": "ev-0740",
      "months": null,
      "text": "almost two years"
    },
    "engagementModels": [],
    "evidenceIds": [
      "ev-0736",
      "ev-0737",
      "ev-0738",
      "ev-0739",
      "ev-0740",
      "ev-0741",
      "ev-0742"
    ],
    "filledFields": 8,
    "grade": "C",
    "gradeBeforeR5": "C",
    "id": "sciencesoft/functional-testing-salesforce-crm-fulfillment-software-provider",
    "notStated": [
      "The client's name",
      "Which logistics system was tested",
      "Any quantified outcome"
    ],
    "outcomes": [],
    "pagePublished": false,
    "proposedGrade": "C",
    "regions": [],
    "retrievedOn": "2026-11-10",
    "scope": "Manual regression and end-to-end functional testing of the client's Salesforce-based CRM product after each Salesforce patch update, within a 3-week window per update, including revision of about 300 existing test cases. Stated duration: almost two years as of December 2022.",
    "scopeNotes": [
      {
        "evidenceId": "ev-0739",
        "quote": "continues to deliver a fully functioning and stable CRM product to its end users"
      }
    ],
    "slug": "functional-testing-salesforce-crm-fulfillment-software-provider",
    "sourceUrl": "https://www.scnsoft.com/case-studies/functional-testing-of-a-salesforce-based-crm-application",
    "status": "recorded",
    "systems": [],
    "teamAndStack": {
      "evidenceId": "ev-0741",
      "text": "One QA engineer; Azure DevOps"
    },
    "testingTypes": [],
    "testingTypesOther": [
      "functional",
      "regression",
      "end-to-end"
    ],
    "title": "Continuous Functional Testing of Salesforce-Based CRM Product",
    "titleEvidenceId": "ev-0736",
    "undated": false,
    "vendor": "sciencesoft",
    "verifiedOn": "2026-11-11"
  },
  {
    "client": {
      "evidenceId": "ev-0745",
      "named": false,
      "value": "anonymised by vendor: \"a US-based multi-business corporation\""
    },
    "datePublished": {
      "evidenceId": "ev-0756",
      "how": "metadata",
      "value": "2019-04-16"
    },
    "droppedReason": null,
    "engagementLength": null,
    "engagementModels": [
      {
        "evidenceId": "ev-0751",
        "model": "managed-testing"
      },
      {
        "evidenceId": "ev-0752",
        "model": "dedicated-team"
      }
    ],
    "evidenceIds": [
      "ev-0743",
      "ev-0744",
      "ev-0745",
      "ev-0746",
      "ev-0747",
      "ev-0748",
      "ev-0749",
      "ev-0750",
      "ev-0751",
      "ev-0752",
      "ev-0753",
      "ev-0754",
      "ev-0755",
      "ev-0756"
    ],
    "filledFields": 9,
    "grade": "C",
    "gradeBeforeR5": "C",
    "id": "sciencesoft/managed-testing-ecommerce-crm-dwh-wms-integration",
    "notStated": [
      "The client's name",
      "How long the engagement lasted",
      "Any quantified outcome"
    ],
    "outcomes": [],
    "pagePublished": false,
    "proposedGrade": "C",
    "regions": [
      {
        "evidenceId": "ev-0753",
        "region": "north-america"
      }
    ],
    "retrievedOn": "2026-11-10",
    "scope": "Managed testing of a Magento ecommerce platform, Microsoft Dynamics 365 web and mobile CRM apps and an on-premises data warehouse, including integration testing of the platform with external systems such as a warehouse management tool, POS and payment systems. Engagement length not stated.",
    "scopeNotes": [
      {
        "evidenceId": "ev-0754",
        "quote": "The Customer got their e-commerce platform, CRM solution, DWH, and their integrations thoroughly tested."
      }
    ],
    "slug": "managed-testing-ecommerce-crm-dwh-wms-integration",
    "sourceUrl": "https://www.scnsoft.com/case-studies/comprehensive-managed-testing-services-for-us-multi-industry-corporation",
    "status": "recorded",
    "systems": [
      {
        "evidenceId": "ev-0746",
        "slug": "wms"
      }
    ],
    "teamAndStack": {
      "evidenceId": "ev-0755",
      "text": "Six test engineers on the ecommerce platform, two on CRM, one on the DWH; Magento Test Framework, Apache JMeter, Jira, Confluence"
    },
    "testingTypes": [
      {
        "evidenceId": "ev-0747",
        "slug": "integration-edi-api"
      },
      {
        "evidenceId": "ev-0748",
        "slug": "performance-peak-load"
      },
      {
        "evidenceId": "ev-0749",
        "slug": "mobile-handheld"
      },
      {
        "evidenceId": "ev-0750",
        "slug": "test-automation"
      }
    ],
    "testingTypesOther": [
      "exploratory",
      "GUI",
      "functional",
      "security",
      "user acceptance",
      "regression",
      "usability",
      "ETL / data warehouse"
    ],
    "title": "Managed Testing of an Ecommerce Solution, CRM and Data Warehouse for US Multi-Industry Corporation",
    "titleEvidenceId": "ev-0743",
    "undated": false,
    "vendor": "sciencesoft",
    "verifiedOn": "2026-11-11"
  },
  {
    "client": {
      "evidenceId": "ev-0853",
      "named": false,
      "value": "anonymised by vendor: \"A leading logistics and supply chain services provider\""
    },
    "datePublished": {
      "evidenceId": "ev-0864",
      "how": "metadata",
      "value": "2026-05-28"
    },
    "droppedReason": null,
    "engagementLength": null,
    "engagementModels": [],
    "evidenceIds": [
      "ev-0851",
      "ev-0852",
      "ev-0853",
      "ev-0854",
      "ev-0855",
      "ev-0856",
      "ev-0857",
      "ev-0858",
      "ev-0859",
      "ev-0860",
      "ev-0861",
      "ev-0862",
      "ev-0863",
      "ev-0864"
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    "filledFields": 9,
    "grade": "B",
    "gradeBeforeR5": "B",
    "id": "testingxperts/leading-logistics-provider-automation-first-qa",
    "notStated": [
      "The client's name",
      "Which logistics system was tested",
      "How long the engagement lasted"
    ],
    "outcomes": [
      {
        "evidenceId": "ev-0859",
        "figure": "350+ business reports validated",
        "quote": "implemented BI analytics and automation practices to validate 350+ business reports"
      },
      {
        "evidenceId": "ev-0860",
        "figure": "360+ dashboards validated",
        "quote": "Performed source-to-target reconciliation, pipeline testing, and reporting validation across 360+ dashboards."
      }
    ],
    "pagePublished": true,
    "proposedGrade": "B",
    "regions": [
      {
        "evidenceId": "ev-0858",
        "region": "apac"
      }
    ],
    "retrievedOn": "2026-11-10",
    "scope": "Functional, regression, integration and API testing of the client's iConnect, Digispace and Propel-i platforms, ERP workflow validation, cloud data migration validation, and ETL and dashboard testing. Engagement length is not stated.",
    "scopeNotes": [
      {
        "evidenceId": "ev-0861",
        "quote": "Enhanced collaboration between development, QA, and operations teams through structured QA processes."
      },
      {
        "evidenceId": "ev-0862",
        "quote": "The result is a standardized QA process, improved testing efficiency"
      }
    ],
    "slug": "leading-logistics-provider-automation-first-qa",
    "sourceUrl": "https://www.testingxperts.com/case-study/leading-logistics-provider-automation-first-qa/",
    "status": "recorded",
    "systems": [],
    "teamAndStack": {
      "evidenceId": "ev-0863",
      "text": "Team size not stated; Postman, Swagger, JIRA, TestRail, JMeter, Confluence"
    },
    "testingTypes": [
      {
        "evidenceId": "ev-0854",
        "slug": "test-automation"
      },
      {
        "evidenceId": "ev-0855",
        "slug": "integration-edi-api"
      },
      {
        "evidenceId": "ev-0856",
        "slug": "performance-peak-load"
      },
      {
        "evidenceId": "ev-0857",
        "slug": "mobile-handheld"
      }
    ],
    "testingTypesOther": [
      "functional",
      "regression",
      "data migration",
      "ETL and dashboard"
    ],
    "title": "Leading Logistics Provider Strengthened Digital Operations with Automation-First QA at Scale",
    "titleEvidenceId": "ev-0851",
    "undated": false,
    "vendor": "testingxperts",
    "verifiedOn": "2026-11-11"
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]
