Solution

AI System Validation

Your AI shipped. But does it actually work?

Passing unit tests doesn't mean your AI model delivers the outcome it was built for. AI System Validation is the end-to-end assurance layer that measures model performance, safety, regulatory compliance, and business KPI alignment, before production, and continuously after.

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The challenge

What makes this hard

Model passes tests on training data but fails on real user inputs outside training distribution

Inability to establish performance baselines for model updates

Regulatory compliance assumed rather than verified

Safety failures discovered by customers or auditors instead of QA processes

Undetected model drift until business metrics decline

What we deliver

The Qapitol approach

Performance Validation: Model accuracy & KPI benchmarking

Measure model accuracy, relevance, faithfulness, and consistency against versioned ground-truth datasets with full reproducibility. Powered by QAVE.

Safety Validation: Adversarial & safety testing

18 failure mode classifiers covering hallucination, unsafe outputs, refusal analysis, and bias measurement across 500+ adversarial templates across 12 risk dimensions. Powered by QAVE.

Regulatory Validation: Compliance obligation mapping

Auto-map AI systems against IRDAI, RBI, EU AI Act, DORA, and DPDP obligations with 1,400+ mapped requirements and audit-ready Policy Reasoning Traces. Powered by CHEQ.

Regression Validation: Model change impact analysis

Compare model versions across evaluation suites to identify regression in specific user intents, personas, or input types.

Integration Validation: End-to-end system & API testing

Validate AI integrations covering API contracts, RAG pipeline accuracy, tool call reliability, and agent chain correctness.

Production Monitoring: Continuous post-deployment assurance

Monitor model drift detection, output quality, and automated alerting when AI degradation begins.

Bring AI System Validation to your stack

Scope it in one call. Outcomes defined upfront, free assessment included.

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