Ask Claris.
Get answers in plain English.
Any team member — data scientist, risk officer, or business analyst — can interrogate any model in natural language. Claris translates the question into metrics and returns a structured, explainable answer.
Evaluated credit_v3 across all three dimensions:
Top driver: monthly_income (88%). No protected attributes in top 5 features. Model is compliant for production.
3 of 4 FREE-AI pillars compliant. Gap: Adverse Action Notice template not configured.
Your AI is making decisions
no one can explain
Traditional monitoring watches uptime and accuracy. It misses Silent Logic Decay— when model decision-making drifts dangerously while aggregate accuracy stays flat. Regulators don't accept "our dashboards looked green."
- Single-method XAI tools give explanations you can't verify
- Bias creeps in through proxy variables invisible to standard tools
- Manual audit prep consumes 340+ analyst hours per cycle
Glass Box monitoring — inside your perimeter
- Multi-algo consensusSHAP + LIME + surrogate models scored simultaneously. Every explanation certified or flagged.
- 48-hour drift early warningPSI and concept drift detection alert your team before production impact.
- Automated compliance evidenceContinuous mapping to RBI, EU AI Act, IRDAI — audit-ready in under 4 hours.
- Zero PII architectureFull governance engine in your VPC. Your data never moves.
Everything your governance
team needs. Nothing it doesn't.
Six modular capabilities, one unified platform — deployable in your own cloud in under 2 hours.
Live governance in under 2 hours
Connect your model serving layer
A lightweight sidecar or webhook captures prediction inputs and outputs from MLflow, SageMaker, Vertex AI, or any REST endpoint — no code changes required.
Claris runs governance inside your VPC
XAI scoring, drift detection, fairness evaluation, and compliance mapping run entirely within your infrastructure. Zero PII ever transmitted.
Monitor, alert, and report in one place
A unified governance dashboard surfaces model health, bias signals, compliance gaps, and audit-ready reports — for every model, every team, in real time.
Any question.
Any model.
In plain English.
Every dashboard in Claris speaks in natural language. Ask about bias, drift, or compliance — and get a structured, auditable answer without writing a single line of code.
Evaluated credit_v3 across all three dimensions:
Top driver: monthly_income (88%). No protected attributes in top-5 features. Ready for production.
3 / 4 FREE-AI pillars ✓ compliant
✓ Explainability evidence — present
✓ Drift monitoring — active
✓ Fairness audit — passing
⚠ Adverse Action Notice template — not configured
Prediction: High Risk (0.82). Key factors: loan-to-value ratio exceeded threshold, employment tenure < 12 months. Counterfactual: reducing loan amount by 18% would flip to Low Risk.
Govern what your LLMs
say and do.
Generative AI fails differently. Claris gives you an observability layer built for exactly these failure modes.
Hallucination Detection
Scores every output for factual grounding. Flags unverified claims before they reach users.
Prompt Injection Guard
Detects adversarial instructions in both direct prompts and retrieved documents.
Agent Trajectory Tracing
Immutable step-by-step replay of every agent action for audit and incident investigation.
RAG Quality Scoring
Measures retrieval precision, context relevance, and answer faithfulness continuously.
The Shadow and the Shield:
Navigating the Global AI Governance Gap
How 195+ countries across the globe bridge the gap between policy ambitions and technical observability. Six archetypes of countries are developed on resilience, maturity and ambitions of AI governance.
- 50+-page deep-dive on 5 governance dimensions
- Six cluster benchmarks and readiness velocity over the years
- 5+ global datasets integrated and analyzed
Built for the world's most
regulated industries
Purpose-built compliance and deployment solutions for every regulated context.
Latest insights
Ready to govern
your enterprise AI?
Schedule a 30-minute technical walkthrough and see Claris running on your own models within the first session.