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  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "We test AI systems for wrong answers, drift, bias and misuse",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-betterqa-03",
  "entry": "betterqa",
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  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "For companies that ship AI features, chatbots, agents or LLM-based products",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-betterqa-04",
  "entry": "betterqa",
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  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Agents and MCP servers",
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  "conflict": false
 },
 {
  "id": "ev-betterqa-05",
  "entry": "betterqa",
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  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Voice agents and IVR",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-betterqa-06",
  "entry": "betterqa",
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  "retrievedOn": "2026-11-09",
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  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "LLM answers that sound right and are not.",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-betterqa-07",
  "entry": "betterqa",
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  "value": "rag-pipeline-validation",
  "sourceUrl": "https://betterqa.co/software-testing-services/ai-quality-assurance/",
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  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "the search that picks the documents, and the model that writes the answer",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-betterqa-08",
  "entry": "betterqa",
  "field": "services",
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  "sourceUrl": "https://betterqa.co/software-testing-services/ai-quality-assurance/",
  "sourceClass": "vendor-site",
  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "so you can rerun it when the model, the prompt or the documents change",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-betterqa-09",
  "entry": "betterqa",
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  "sourceUrl": "https://betterqa.co/software-testing-services/ai-quality-assurance/",
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  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Red teaming and adversarial input",
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  "conflict": false
 },
 {
  "id": "ev-betterqa-10",
  "entry": "betterqa",
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  "sourceUrl": "https://betterqa.co/software-testing-services/ai-quality-assurance/",
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  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Jailbreaks, prompt injection, leakage and tool abuse, mapped to the OWASP LLM Top 10.",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-betterqa-11",
  "entry": "betterqa",
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  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Grounded answers, golden question sets, escalation to a human, tone and regression after changes.",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-betterqa-12",
  "entry": "betterqa",
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  "value": "performance-latency",
  "sourceUrl": "https://betterqa.co/software-testing-services/ai-quality-assurance/",
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  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Real-caller behaviour, latency, handover, hallucinated policy, load, and classic menu testing.",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-betterqa-13",
  "entry": "betterqa",
  "field": "services",
  "value": "model-validation",
  "sourceUrl": "https://betterqa.co/software-testing-services/ai-quality-assurance/",
  "sourceClass": "vendor-site",
  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Change an input in a known way and check the output moves as it should.",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-betterqa-14",
  "entry": "betterqa",
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  "sourceUrl": "https://betterqa.co/software-testing-services/ai-quality-assurance/",
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  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Drift checks on live data so a slow decline is seen by you",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-betterqa-15",
  "entry": "betterqa",
  "field": "hq.country",
  "value": "ro",
  "sourceUrl": "https://betterqa.co/",
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  "retrievedOn": "2026-11-09",
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  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Address: 28-30 Anton Pann street, Cluj-Napoca 400053, Romania",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-betterqa-16",
  "entry": "betterqa",
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  "value": "ro",
  "sourceUrl": "https://clutch.co/profile/betterqa",
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  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Cluj-Napoca, Romania (Headquarters)",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-betterqa-17",
  "entry": "betterqa",
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  "value": "cluj-napoca",
  "sourceUrl": "https://betterqa.co/",
  "sourceClass": "vendor-site",
  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Address: 28-30 Anton Pann street, Cluj-Napoca 400053, Romania",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-betterqa-18",
  "entry": "betterqa",
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  "value": "cluj-napoca",
  "sourceUrl": "https://clutch.co/profile/betterqa",
  "sourceClass": "review-platform",
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  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Cluj-Napoca, Romania (Headquarters)",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-betterqa-19",
  "entry": "betterqa",
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  "sourceUrl": "https://betterqa.co/",
  "sourceClass": "vendor-site",
  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "We started in 2018 when a healthcare project had so many bugs",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-betterqa-20",
  "entry": "betterqa",
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  "sourceUrl": "https://clutch.co/profile/betterqa",
  "sourceClass": "review-platform",
  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Founded in 2018",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-betterqa-21",
  "entry": "betterqa",
  "field": "sizeBand",
  "value": "50 - 249",
  "sourceUrl": "https://clutch.co/profile/betterqa",
  "sourceClass": "review-platform",
  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "50 - 249",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-betterqa-22",
  "entry": "betterqa",
  "field": "deliveryLocations",
  "value": "ro",
  "sourceUrl": "https://betterqa.co/",
  "sourceClass": "vendor-site",
  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Cluj-Napoca, Romania - since 2018",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-betterqa-23",
  "entry": "betterqa",
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  "value": "ro",
  "sourceUrl": "https://clutch.co/profile/betterqa",
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  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Cluj-Napoca, Romania (Headquarters)",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-betterqa-24",
  "entry": "betterqa",
  "field": "certifications",
  "value": "iso-27001,iso-9001,iso-13485",
  "sourceUrl": "https://betterqa.co/",
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  "retrievedOn": "2026-11-09",
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  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Certified ISO 27001, ISO 9001, ISO 13485 and ISO 14001.",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-betterqa-25",
  "entry": "betterqa",
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  "value": "true",
  "sourceUrl": "https://betterqa.co/software-testing-services/ai-quality-assurance/",
  "sourceClass": "vendor-site",
  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "per hour, by seniority and scope",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-betterqa-26",
  "entry": "betterqa",
  "field": "companyType",
  "value": "pure-play-qa",
  "sourceUrl": "https://betterqa.co/",
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  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Independent: we only test, we never build.",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-betterqa-27",
  "entry": "betterqa",
  "field": "vendorDescription",
  "value": "About BetterQA: independent QA that builds its own tools",
  "sourceUrl": "https://betterqa.co/about-us/",
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  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "We're not a body-rental agency: we build our own QA tools and agentic test pipelines",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-qatestlab-01",
  "entry": "qatestlab",
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  "retrievedOn": "2026-11-09",
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  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Managed QA to validate AI behavior within software systems.",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-qatestlab-02",
  "entry": "qatestlab",
  "field": "aiProducts",
  "value": "llm-applications",
  "sourceUrl": "https://qatestlab.com/industries/ai-testing-service/",
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  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "LLM applications are tested with realistic prompt sets, rephrased requests, edge cases",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-qatestlab-03",
  "entry": "qatestlab",
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  "value": "llm-applications",
  "sourceUrl": "https://qatestlab.com/industries/ai-testing-service/",
  "sourceClass": "vendor-site",
  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "RAG systems need answer grounding",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-qatestlab-04",
  "entry": "qatestlab",
  "field": "aiProducts",
  "value": "ai-agents",
  "sourceUrl": "https://qatestlab.com/industries/ai-testing-service/",
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  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Autonomous agents under test",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-qatestlab-05",
  "entry": "qatestlab",
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  "value": "predictive-ml",
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  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "ML models influence business workflows",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-qatestlab-06",
  "entry": "qatestlab",
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  "value": "llm-evaluation",
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  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "analysing the accuracy, logic, and hallucination rate of responses",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-qatestlab-07",
  "entry": "qatestlab",
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  "value": "rag-pipeline-validation",
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  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Retrieval Accuracy: measuring how precisely the system finds relevant information from its knowledge base.",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-qatestlab-08",
  "entry": "qatestlab",
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  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "We can support production monitoring, continuous evaluation, regression testing, drift detection",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-qatestlab-09",
  "entry": "qatestlab",
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  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Adversarial testing: prompt fuzzing, format breakers, multilingual, long context.",
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  "conflict": false
 },
 {
  "id": "ev-qatestlab-10",
  "entry": "qatestlab",
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  "value": "ai-security-pentest",
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  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "checking resistance to jailbreaking, prompt injection, and data exposure attempts.",
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  "conflict": false
 },
 {
  "id": "ev-qatestlab-11",
  "entry": "qatestlab",
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  "value": "bias-fairness-audit",
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  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Bias, Fairness, and Ethics Audits",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-qatestlab-12",
  "entry": "qatestlab",
  "field": "services",
  "value": "compliance-conformity",
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  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Can AI testing support EU AI Act, ISO/IEC 42001, and NIST AI RMF readiness?",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-qatestlab-13",
  "entry": "qatestlab",
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  "value": "data-quality-labeling-qa",
  "sourceUrl": "https://qatestlab.com/industries/ai-testing-service/",
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  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Training Data Audits: preventing data leakage and verifying dataset balance and correctness",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-qatestlab-14",
  "entry": "qatestlab",
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  "value": "performance-latency",
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  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Latency benchmarking: throughput measurement, and SLA verification under realistic prompt sizes",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-qatestlab-15",
  "entry": "qatestlab",
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  "value": "monitoring-drift",
  "sourceUrl": "https://qatestlab.com/industries/ai-testing-service/",
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  "retrievedOn": "2026-11-09",
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  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Production Monitoring and Observability",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-qatestlab-16",
  "entry": "qatestlab",
  "field": "engagementModels",
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  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Managed QA to validate AI behavior within software systems.",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-qatestlab-17",
  "entry": "qatestlab",
  "field": "statedScope",
  "value": "AI Testing Service | QATestLab",
  "sourceUrl": "https://qatestlab.com/industries/ai-testing-service/",
  "sourceClass": "vendor-site",
  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Managed QA to validate AI behavior within software systems.",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-qatestlab-18",
  "entry": "qatestlab",
  "field": "hq.country",
  "value": "cy",
  "sourceUrl": "https://qatestlab.com/company/contacts/",
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  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
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  "conflict": false
 },
 {
  "id": "ev-testingxperts-07",
  "entry": "testingxperts",
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  "conflict": false
 },
 {
  "id": "ev-testingxperts-08",
  "entry": "testingxperts",
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 {
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  "retrievedOn": "2026-11-09",
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  "verifiedBy": "verifier",
  "quote": "Bias detection across protected attributes and demographic groups.",
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  "conflict": false
 },
 {
  "id": "ev-testingxperts-10",
  "entry": "testingxperts",
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  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "TestingXperts provides compliance testing and documentation aligned to EU AI Act requirements.",
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  "conflict": false
 },
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  "id": "ev-testingxperts-11",
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  "conflict": false
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  "entry": "testingxperts",
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  "verifiedBy": "verifier",
  "quote": "Training data quality, labelling accuracy, and sampling bias",
  "undated": true,
  "conflict": false
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 {
  "id": "ev-testingxperts-13",
  "entry": "testingxperts",
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  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "validating processes such as voice and NLP processing, text accuracy, API integrity, and conversation flow",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-testingxperts-14",
  "entry": "testingxperts",
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  "value": "monitoring-drift",
  "sourceUrl": "https://www.testingxperts.com/services/ai-testing",
  "sourceClass": "vendor-site",
  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Model drift monitoring in production environments.",
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  "conflict": false
 },
 {
  "id": "ev-testingxperts-15",
  "entry": "testingxperts",
  "field": "pricingDisclosed",
  "value": "false",
  "sourceUrl": "https://www.testingxperts.com/services/ai-testing",
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  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Get a Consultation",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-testingxperts-16",
  "entry": "testingxperts",
  "field": "companyType",
  "value": "pure-play-qa",
  "sourceUrl": "https://www.testingxperts.com/about",
  "sourceClass": "vendor-site",
  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Established TestingXperts, a Specialist Q.A & Testing Company in UK & India",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-testingxperts-17",
  "entry": "testingxperts",
  "field": "hq.country",
  "value": "us",
  "sourceUrl": "https://www.testingxperts.com/about",
  "sourceClass": "vendor-site",
  "retrievedOn": "2026-11-09",
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  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Headquartered in Harrisburg, Pennsylvania, and London, UK,",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-testingxperts-18",
  "entry": "testingxperts",
  "field": "hq.country",
  "value": "us",
  "sourceUrl": "https://clutch.co/profile/testingxperts",
  "sourceClass": "review-platform",
  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Mechanicsburg, PA (Headquarters)",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-testingxperts-19",
  "entry": "testingxperts",
  "field": "hq.city",
  "value": "harrisburg",
  "sourceUrl": "https://www.testingxperts.com/about",
  "sourceClass": "vendor-site",
  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "TestingXperts launched in USA, with headquarters in Harrisburg, PA.",
  "undated": true,
  "conflict": true
 },
 {
  "id": "ev-testingxperts-20",
  "entry": "testingxperts",
  "field": "hq.city",
  "value": "mechanicsburg",
  "sourceUrl": "https://clutch.co/profile/testingxperts",
  "sourceClass": "review-platform",
  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Mechanicsburg, PA (Headquarters)",
  "undated": true,
  "conflict": true
 },
 {
  "id": "ev-testingxperts-21",
  "entry": "testingxperts",
  "field": "founded",
  "value": "2013",
  "sourceUrl": "https://www.testingxperts.com/about",
  "sourceClass": "vendor-site",
  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Established TestingXperts, a Specialist Q.A & Testing Company in UK & India",
  "undated": true,
  "conflict": true
 },
 {
  "id": "ev-testingxperts-22",
  "entry": "testingxperts",
  "field": "founded",
  "value": "2002",
  "sourceUrl": "https://clutch.co/profile/testingxperts",
  "sourceClass": "review-platform",
  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Founded in 2002",
  "undated": true,
  "conflict": true
 },
 {
  "id": "ev-testingxperts-23",
  "entry": "testingxperts",
  "field": "sizeBand",
  "value": "1,000 - 9,999",
  "sourceUrl": "https://clutch.co/profile/testingxperts",
  "sourceClass": "review-platform",
  "retrievedOn": "2026-11-09",
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  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Number of employees: 1,000 - 9,999",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-testingxperts-24",
  "entry": "testingxperts",
  "field": "sizeBand",
  "value": "1400+ engineers and specialists",
  "sourceUrl": "https://www.testingxperts.com/about",
  "sourceClass": "vendor-site",
  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "With 1400+ engineers and specialists",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-testingxperts-25",
  "entry": "testingxperts",
  "field": "deliveryLocations",
  "value": "us, gb, ca",
  "sourceUrl": "https://www.testingxperts.com/contact-us",
  "sourceClass": "vendor-site",
  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
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  "verifiedBy": "verifier",
  "quote": "2425 Matheson Boulevard East, 8th Floor, Mississauga Ontario, L4W 5K4",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-testingxperts-26",
  "entry": "testingxperts",
  "field": "deliveryLocations",
  "value": "in",
  "sourceUrl": "https://www.testingxperts.com/about",
  "sourceClass": "vendor-site",
  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Expanded Office in Hyderabad, India",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-testingxperts-27",
  "entry": "testingxperts",
  "field": "deliveryLocations",
  "value": "sg",
  "sourceUrl": "https://www.testingxperts.com/about",
  "sourceClass": "vendor-site",
  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Established presence in Singapore.",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-testingxperts-28",
  "entry": "testingxperts",
  "field": "deliveryLocations",
  "value": "us, gb, ca, sg, in (also ae, not in locations.json)",
  "sourceUrl": "https://clutch.co/profile/testingxperts",
  "sourceClass": "review-platform",
  "retrievedOn": "2026-11-09",
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  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Mississauga, Canada",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-testingxperts-29",
  "entry": "testingxperts",
  "field": "certifications",
  "value": "iso-9001, iso-27001 (vendor only, no certifier register checked)",
  "sourceUrl": "https://www.testingxperts.com/about",
  "sourceClass": "vendor-site",
  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Achieved ISO9001 & ISO27001 certifications, expanded in Hyderabad",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-testingxperts-30",
  "entry": "testingxperts",
  "field": "deliveryLocations",
  "value": "ae",
  "sourceUrl": "https://www.testingxperts.com/contact-us",
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  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "verifier",
  "verifiedBy": "verifier",
  "quote": "Emaar Square Building 6, Level 7 Dubai",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-testingxperts-31",
  "entry": "testingxperts",
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  "value": "Leading AI-Driven Quality Engineering Solutions | TestingXperts",
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  "verifiedBy": "verifier",
  "quote": "It is engineered continuously across systems, data, and AI-driven workflows.",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-testlio-01",
  "entry": "testlio",
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  "value": "https://testlio.com/solutions/ai-testing",
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  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "We specialize in managed crowdsourced AI testing.",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-testlio-02",
  "entry": "testlio",
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  "value": "Testlio AI Testing: Validate Performance Across Global Markets",
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  "quote": "We test LLMs, multimodal models, recommender engines, predictive systems, RAG pipelines, and agentic AI.",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-testlio-03",
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  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
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  "quote": "We test LLMs, multimodal models, recommender engines, predictive systems, RAG pipelines, and agentic AI.",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-testlio-04",
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  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-testlio-05",
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  "verifiedBy": "verifier",
  "quote": "Evaluate AI-generated outputs and systems for accuracy, factual grounding, functional correctness, style/tone consistency,",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-testlio-06",
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  "verifiedBy": "verifier",
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  "conflict": false
 },
 {
  "id": "ev-testlio-07",
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  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "run regression packs, behavioral checks, continuous drift monitoring",
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 },
 {
  "id": "ev-testlio-08",
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  "quote": "Simulate adversarial scenarios, harmful prompts, and misuse cases to identify and mitigate potential vulnerabilities",
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  "conflict": false
 },
 {
  "id": "ev-testlio-09",
  "entry": "testlio",
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  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
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  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-testlio-10",
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  "retrievedOn": "2026-11-09",
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  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
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  "conflict": false
 },
 {
  "id": "ev-testlio-11",
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  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Verify the ability to understand the user's intent and needs by maintaining context",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-testlio-12",
  "entry": "testlio",
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  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Validate your system for hallucinations, bias, outdated or toxic outputs, and model drift over time.",
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  "conflict": false
 },
 {
  "id": "ev-testlio-13",
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  "verifiedBy": "verifier",
  "quote": "We specialize in managed crowdsourced AI testing.",
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  "conflict": false
 },
 {
  "id": "ev-testlio-14",
  "entry": "testlio",
  "field": "hq.country",
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  "sourceUrl": "https://testlio.com/contact-testlio",
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  "verifiedBy": "verifier",
  "quote": "Testlio Inc. 8911 N Capital of Texas Hwy, Suite 4200 #1081 Austin, TX",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-testlio-15",
  "entry": "testlio",
  "field": "hq.country",
  "value": "us",
  "sourceUrl": "https://clutch.co/profile/testlio",
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  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Austin, TX (Headquarters)",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-testlio-16",
  "entry": "testlio",
  "field": "hq.city",
  "value": "austin",
  "sourceUrl": "https://testlio.com/contact-testlio",
  "sourceClass": "vendor-site",
  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Suite 4200 #1081 Austin, TX 78759 United States",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-testlio-17",
  "entry": "testlio",
  "field": "hq.city",
  "value": "austin",
  "sourceUrl": "https://clutch.co/profile/testlio",
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  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Austin, TX (Headquarters)",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-testlio-18",
  "entry": "testlio",
  "field": "founded",
  "value": "2012",
  "sourceUrl": "https://testlio.com/about-us",
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  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
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  "id": "ev-qa-madness-15",
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  "verifiedBy": "verifier",
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  "conflict": false
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  "undated": true,
  "conflict": false
 },
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  "verifiedBy": "verifier",
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  "conflict": false
 },
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  "id": "ev-qa-madness-19",
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  "verifiedBy": "verifier",
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  "undated": true,
  "conflict": false
 },
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  "id": "ev-qa-madness-20",
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  "conflict": false
 },
 {
  "id": "ev-qa-madness-21",
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  "verifiedBy": "verifier",
  "quote": "ISO/IEC 27001:2022 Certified",
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  "conflict": false
 },
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  "verifiedBy": "verifier",
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  "conflict": false
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  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-qa-madness-24",
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 },
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 },
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  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
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  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-qawerk-03",
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  "conflict": false
 },
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  "id": "ev-qawerk-04",
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  "collectedBy": "collector-entries",
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  "conflict": false
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  "id": "ev-qawerk-05",
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 {
  "id": "ev-qawerk-06",
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  "conflict": false
 },
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  "id": "ev-qawerk-07",
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  "verifiedBy": "verifier",
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  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-qawerk-08",
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  "verifiedBy": "verifier",
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  "conflict": false
 },
 {
  "id": "ev-qawerk-09",
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  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
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  "conflict": false
 },
 {
  "id": "ev-qawerk-10",
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  "sourceClass": "vendor-site",
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  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
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  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-qawerk-12",
  "entry": "qawerk",
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  "verifiedBy": "verifier",
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  "conflict": false
 },
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  "id": "ev-qawerk-14",
  "entry": "qawerk",
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  "value": "ua",
  "sourceUrl": "https://clutch.co/profile/qawerk",
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  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Kyiv, Ukraine (Headquarters)",
  "undated": true,
  "conflict": true
 },
 {
  "id": "ev-qawerk-15",
  "entry": "qawerk",
  "field": "hq.country",
  "value": "ua (origin only)",
  "sourceUrl": "https://qawerk.com/about-us/",
  "sourceClass": "vendor-site",
  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Originally established in Ukraine",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-qawerk-16",
  "entry": "qawerk",
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  "sourceUrl": "https://qawerk.com/about-us/",
  "sourceClass": "vendor-site",
  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Providing quality software testing to businesses worldwide since 2015.",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-qawerk-17",
  "entry": "qawerk",
  "field": "founded",
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  "sourceUrl": "https://clutch.co/profile/qawerk",
  "sourceClass": "review-platform",
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  "verifiedBy": "verifier",
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  "undated": true,
  "conflict": false
 },
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  "id": "ev-qawerk-18",
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  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
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  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-qawerk-19",
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  "retrievedOn": "2026-11-09",
  "verifiedOn": "2026-11-09",
  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "Ukraine, Kyiv: Ivana Franka St 20b; Estonia, Tallinn: Tornimae 7-36; USA: New York City, NY",
  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-qawerk-20",
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  "verifiedBy": "verifier",
  "quote": "Kyiv, Ukraine (Headquarters); Tallinn, Estonia; New York, NY",
  "undated": true,
  "conflict": false
 },
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  "entry": "qawerk",
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  "collectedBy": "collector-entries",
  "verifiedBy": "verifier",
  "quote": "AI software testing costs vary greatly based on complexity,",
  "undated": true,
  "conflict": false
 },
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  "id": "ev-qawerk-22",
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  "verifiedBy": "verifier",
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  "conflict": false
 },
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  "id": "ev-qawerk-23",
  "entry": "qawerk",
  "field": "hq.country",
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  "collectedBy": "verifier",
  "verifiedBy": "verifier",
  "quote": "Ukraine, Kyiv Ivana Franka St 20b, 01030",
  "undated": true,
  "conflict": false
 },
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  "id": "ev-qawerk-24",
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  "collectedBy": "verifier",
  "verifiedBy": "verifier",
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  "conflict": false
 },
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  "id": "ev-qawerk-25",
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  "collectedBy": "verifier",
  "verifiedBy": "verifier",
  "quote": "Kyiv, Ukraine (Headquarters)",
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  "conflict": false
 },
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  "id": "ev-qawerk-26",
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  "quote": "30+ SENIOR QA ENGINEERS",
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  "conflict": false
 },
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  "id": "ev-testrig-technologies-01",
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  "id": "ev-testrig-technologies-04",
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  "quote": "AI testing services that can cover areas such as response quality, hallucination detection,",
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  "conflict": false
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  "id": "ev-testrig-technologies-05",
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  "undated": true,
  "conflict": false
 },
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  "id": "ev-appsierra-14",
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  "quote": "H 17, 2nd Floor, Sector 63 Noida, Uttar Pradesh 201301 India",
  "undated": true,
  "conflict": false
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  "undated": true,
  "conflict": false
 },
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  "conflict": false
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  "conflict": false
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  "undated": true,
  "conflict": false
 },
 {
  "id": "ev-bugraptors-11",
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  "quote": "Sahibzada Ajit Singh Nagar, India (Headquarters)",
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  "conflict": false
 },
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 },
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 },
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  "conflict": false
 },
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 },
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 },
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  "conflict": false
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 },
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 },
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 },
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  "conflict": false
 },
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  "id": "ev-bishop-fox-13",
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 },
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 },
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  "id": "ev-redbot-security-17",
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  "id": "ev-redbot-security-19",
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 {
  "id": "ev-testit-01",
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  "id": "ev-testit-02",
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  "id": "ev-testit-08",
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  "verifiedBy": "verifier",
  "quote": "Cím (székhely): 1119 Budapest, Fehérvári út 99.",
  "undated": true,
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 {
  "id": "ev-testit-09",
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  "quote": "Budapest, Hungary (Headquarters)",
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 {
  "id": "ev-testit-10",
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  "undated": true,
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  "id": "ev-testit-11",
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  "id": "ev-testit-13",
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  "id": "ev-testit-14",
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  "quote": "Cím (Pécs): 7621 Pécs, Irgalmasok utcája 5.",
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  "conflict": false
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  "quote": "München, Germany",
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  "id": "ev-testit-17",
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  "quote": "Software quality assurance and AI solutions for efficient large companies",
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 },
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  "id": "ev-testit-18",
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  "id": "ev-testit-19",
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  "verifiedBy": "verifier",
  "quote": "we've been engaged in providing support, testing, and coordination for large-scale corporate IT developments",
  "undated": true,
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 },
 {
  "id": "ev-7asecurity-01",
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  "conflict": false
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  "id": "ev-7asecurity-03",
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  "conflict": false
 },
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  "id": "ev-7asecurity-04",
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  "verifiedBy": "verifier",
  "quote": "Tests system prompt leakage and context manipulation",
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 },
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  "id": "ev-7asecurity-05",
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  "id": "ev-7asecurity-06",
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  "quote": "prompt injection, jailbreak, and system prompt exposure testing",
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  "id": "ev-7asecurity-07",
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  "verifiedBy": "verifier",
  "quote": "The assessment typically includes architecture review, threat modeling,",
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  "conflict": false
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  "id": "ev-iba-group-10",
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 },
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 },
 {
  "id": "ev-trilateral-research-13",
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  "undated": true,
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 },
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  "id": "ev-trilateral-research-14",
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  "quote": "Incorporated on 20 September 2013",
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 },
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  "id": "ev-trilateral-research-15",
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  "quote": "UK One Knightsbridge Green, London, SW1X 7QA Ireland 2nd Floor Marine Point",
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  "conflict": false
 },
 {
  "id": "ev-trilateral-research-16",
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 },
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  "id": "ev-trilateral-research-17",
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  "quote": "40+ data protection and cyber-security professionals",
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  "conflict": false
 },
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  "quote": "the security of an application that incorporates language models (LLMs)",
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 },
 {
  "id": "ev-vaadata-02",
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  "quote": "RAG applications, autonomous agents, multi-agent systems and business co-pilots",
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 },
 {
  "id": "ev-vaadata-03",
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 },
 {
  "id": "ev-vaadata-04",
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  "verifiedBy": "verifier",
  "quote": "Resistance to direct and indirect prompt injections",
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 },
 {
  "id": "ev-vaadata-05",
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  "verifiedBy": "verifier",
  "quote": "Jailbreaking and misuse of the model",
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 },
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  "id": "ev-vaadata-06",
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  "quote": "Vaadata is a company specialising in offensive security.",
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 },
 {
  "id": "ev-vaadata-07",
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  "verifiedBy": "verifier",
  "quote": "whose head office is at 33 QUAI ARLOING, 69009 LYON, France",
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 },
 {
  "id": "ev-vaadata-08",
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  "quote": "\"siege\": \"adresse\": \"33 QUAI ARLOING 69009 LYON\", \"est_siege\": true",
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  "conflict": false
 },
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  "id": "ev-vaadata-09",
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 },
 {
  "id": "ev-vaadata-10",
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  "quote": "Since Vaadata was founded in 2014",
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 },
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 },
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  "id": "ev-vaadata-12",
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  "quote": "Vaadata is ISO 27001 certified across its entire scope.",
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 },
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  "id": "ev-vaadata-13",
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  "quote": "We are also PASSI and CREST accredited.",
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 },
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  "id": "ev-vaadata-14",
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  "quote": "LLM Penetration Testing",
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 },
 {
  "id": "ev-vaadata-15",
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  "quote": "all our projects are carried out exclusively by our in-house teams, with no outsourcing.",
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 },
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  "id": "ev-welo-data-01",
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 },
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 },
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  "quote": "BreachLock India Pvt Ltd. 91 Springboard D-107, Sector-2, Gautam Buddha Nagar, Noida",
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  "quote": "BreachLock is the only CREST-Certified Pentesting",
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 },
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  "quote": "common security vulnerabilities in LLM applications and other AI systems",
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 },
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  "quote": "Our AI Pen Tests look for risk of prompt injection, excessive agency, training data poisoning",
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 },
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  "verifiedBy": "verifier",
  "quote": "Choice of continuous or time-boxed testing",
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 },
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  "quote": "Our testing methodology checks for vulnerabilities in the OWASP Top 10 for LLMs",
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  "verifiedBy": "verifier",
  "quote": "Validate any LLM implementation or other AI use case.",
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 },
 {
  "id": "ev-bugcrowd-07",
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  "quote": "San Francisco Headquarters",
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 },
 {
  "id": "ev-bugcrowd-08",
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  "id": "ev-testbirds-10",
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  "conflict": false
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  "conflict": false
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  "id": "ev-testbirds-13",
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  "entry": "testbirds",
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  "quote": "Testbirds Ltd, WeWork, 2 Minster Court, London EC3R 7BB, UK",
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  "conflict": false
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  "conflict": false
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  "conflict": false
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  "id": "ev-tesvan-08",
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  "undated": true,
  "conflict": false
 },
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  "id": "ev-tesvan-09",
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  "verifiedBy": "verifier",
  "quote": "Sevan, Armenia (Headquarters)",
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  "conflict": false
 },
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  "id": "ev-tesvan-10",
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  "conflict": false
 },
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  "id": "ev-tesvan-11",
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  "undated": true,
  "conflict": false
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 {
  "id": "ev-tesvan-12",
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  "id": "ev-tesvan-13",
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  "conflict": false
 },
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  "id": "ev-tesvan-14",
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  "verifiedBy": "verifier",
  "quote": "Nairyan 45, Sevan 1501, Armenia",
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  "conflict": false
 },
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  "id": "ev-tesvan-15",
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  "quote": "Our QA engineers handle the entire testing process with Trust Forge.",
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  "conflict": false
 },
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  "id": "ev-tesvan-16",
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 },
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  "verifiedBy": "verifier",
  "quote": "生成AIアプリケーションへの品質保証サービス",
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  "quote": "品質スコアを用いて、生成AIアプリケーションの出力品質を客観的に評価・改善できます。",
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  "quote": "自動で評価・異常検知を行い、品質改善のサイクルを高速化。",
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 },
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  "quote": "Registered office: Stanhope House, Mark Rake, Bromborough, Wirral,",
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