GenAI Application QA
Break It Before They Do.
genai.qa is a sprint-based GenAI quality assurance consultancy for Series A-C startups. We red-team your GenAI applications, benchmark hallucination rates, test RAG retrieval quality, and validate agent safety boundaries - in days, not months.
We Test the Product, Not Just the Model
60% of GenAI failures happen at the application layer - user flows, edge cases, integration points, and adversarial inputs. Tools test components. We test the complete experience.
Hallucination & Accuracy
Benchmark hallucination rates, factual accuracy, and output consistency across hundreds of representative user scenarios.
Red-Teaming & Adversarial
Prompt injection, jailbreaks, safety boundary violations, data extraction, and system prompt leakage - the attacks your users will try.
RAG & Agent QA
Retrieval faithfulness, grounding quality, agent tool use correctness, multi-step planning verification, and safety boundary enforcement.
Fixed-Scope. Fixed-Price. Results in Days.
Every engagement is a named sprint - clear inputs, clear outputs, delivered in 3-10 days. Start with a Readiness Assessment at $2,500, expand into the sprint that matches your risk.
GenAI Readiness Assessment
3-day diagnostic of your GenAI application's quality posture - risk scorecard, remediation roadmap, and investor-ready executive summary. Your QA entry point.
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Application QA Sprint
Comprehensive quality assessment of your GenAI application - hallucination benchmarks, edge case catalog, quality metrics baseline, and prioritized remediation playbook.
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Red-Team Sprint
Adversarial testing of your GenAI application - prompt injection, jailbreaking, safety boundary violations, data extraction, and misuse scenarios. Human-led red-teaming that finds what scanners miss.
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Compliance QA Sprint
Testing and documentation mapped to EU AI Act, NIST AI RMF, or industry-specific frameworks. Audit-grade evidence of AI system testing, risk assessment, and mitigation.
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Comprehensive GenAI QA
Full-spectrum quality assessment combining application QA, red-teaming, and compliance documentation. The leave-nothing-untested package for Series B fundraises and enterprise market entry.
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Agentic AI Safety Assessment
Specialized assessment for autonomous AI agents - tool use correctness, multi-step decision chains, safety boundary enforcement, runaway loop detection, and human-in-the-loop validation.
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QA Program Design
Design your internal GenAI QA program - evaluation framework, test case library, CI/CD integration, and team training. The 'teach to fish' engagement for teams building internal capability.
Learn more →GenAI QA Where the Stakes Are Highest
A hallucinating chatbot in SaaS means churn. In fintech, it means regulatory action. In healthtech, it means patient harm. We test GenAI applications in the verticals where failure is not an option.
SaaS & AI-Native Products
QA for SaaS companies shipping GenAI features - copilots, chatbots, AI search, and content generation - where a bad AI output means churn, not just a bug report.
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Fintech & AI Lending
Hallucination and safety testing for AI-powered financial products - robo-advisors, AI underwriting, fraud detection chatbots - where an AI error creates regulatory exposure.
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Healthtech & Clinical AI
Rigorous QA for patient-facing AI assistants, clinical decision support chatbots, and diagnostic AI copilots - where a hallucination is a patient safety event.
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LegalTech & Contract AI
Accuracy and hallucination testing for AI legal assistants, contract review copilots, and legal research tools - where a fabricated citation carries malpractice liability.
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Developer Tools & AI Platforms
QA for AI developer tools, code assistants, and AI infrastructure platforms - where your customers' AI quality depends on the reliability of your platform.
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Enterprise AI & Agents
Safety and quality testing for enterprise AI agents, workflow automation, and internal copilots - where an AI agent error disrupts business operations at scale.
See industry QA →Big Four Rigor. Startup Speed. 10x Less Cost.
Application-Level Testing
We don't test your model in isolation. We test the product - user flows, edge cases, integration points, and adversarial scenarios that component-level tools miss.
Sprint Delivery - 3 to 10 Days
Your board meeting is next week. Your Series B close is in 30 days. Our sprints deliver audit-grade results within your decision timeline, not on a consultant's schedule.
Investor-Grade Deliverables
Every sprint produces an executive summary designed for investor decks, enterprise procurement packages, and compliance reviews. Not a slide deck - a business asset.
Human-Led Red-Teaming
Automated scanners find the obvious. Our red-team specialists find the adversarial edge cases, creative jailbreaks, and multi-turn attack chains that tools miss entirely.
Break It Before They Do.
Book a free 30-minute GenAI QA scope call. We review your AI application, identify the top risks, and show you exactly what to test before you ship.
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