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“BlanEval helped us catch a critical regression before our v2 launch. The evidence reports made it easy to communicate risk to leadership.”
Decide if your AI is ready to ship.
Benchmark quality, detect regressions, and stress-test risk with automated evaluation and red-team testing.
BlanEval provides evaluation signals, compliance documentation, and evidence — tooling support for your regulatory workflows.
Evaluation signals you can trust
Get the evidence you need to make confident release decisions.
Benchmarking & Regression Testing
Track model performance over time with versioned datasets. Catch quality regressions before they reach production.
Automated Evaluators + Human Review
Combine automated scoring with human calibration. Get confidence scores you can trust and explain.
Red-Team Findings & Evidence Trails
Surface risk signals with adversarial testing. Export findings as evidence for stakeholder review.
Regulatory Compliance Support
Support for EU AI Act, SOC2, and other compliance documentation. Support for your compliance evidence base.
What you get
Everything you need to evaluate AI systems like you evaluate software.
- Pre-built evaluation datasets (one-click testing)
- Dataset versioning
- Evaluator scorecards (relevance, factuality, hallucination risk, robustness)
- Side-by-side model comparisons
- Regression alerts
- Red-team attack libraries + findings
- Exportable evidence reports (PDF/CSV)
- EU AI Act risk assessment templates
- CI/CD & MLOps pipeline integration
Evaluation Run #247Passed
94%
Relevance
91%
Factuality
3
Findings
Release Gates
Hallucination Rate < 5%
No Critical Red-Team Findings
Regression vs. Baseline
See your AI's performance at a glance
Dashboard views designed for quick decisions and deep dives.
Findings Table
| Finding | Severity |
|---|---|
| Prompt injection detected | Medium |
| Inconsistent formatting | Low |
| Citation missing | Low |
Model Comparison
GPT-4 Turbo94%
Claude 3 Opus92%
Gemini Pro89%
Llama 3 70B85%
Built for production AI
Evaluate any AI system, from simple chatbots to complex agentic workflows.
Customer Support Copilots
Evaluate response quality, tone consistency, and escalation accuracy for AI-powered support agents.
RAG Knowledge Assistants
Test retrieval relevance, answer factuality, and hallucination rates across your knowledge base.
AI Agents & Tool-Using Workflows
Validate tool selection, execution accuracy, and multi-step reasoning in agentic systems.
MLOps & CI/CD Pipelines
Integrate evaluation into your ML pipelines. Automate quality gates and catch regressions before deployment.
Regulated Industry AI
Generate risk assessments, compliance documentation, and audit trails for EU AI Act, SOC2, and industry-specific requirements.
How it works
From dataset to deployment decision in four steps.
1
Choose a dataset
Use our pre-built datasets or upload your own
2
Choose models/prompts
Select what you want to evaluate
3
Run evaluation + red-team tests
Execute automated and adversarial testing
4
Review evidence & ship with confidence
Analyze results and make informed decisions
Ready to evaluate your AI the way QA evaluates software?
Get started with BlanEval and ship AI with confidence.