Don't guess if your AI is ready. Know it.
The platform that evaluates your AI systems and gives you a clear answer: GO or NO GO.
Or use your favorite integrations
of AI projects never reach production
— RAND Corporation, 2024
Deploying AI is not like deploying traditional software.
Hallucinations
It makes things up, it goes off track, it gets it wrong. And your users lose trust.
Reputation
A chatbot gone wrong, an inappropriate response... and your brand image takes the hit.
Critical decisions
In healthcare, finance, or HR, an AI error has real consequences.
Mankinds your AI systems across , generates a clear and gives you a simple answer: .
Evaluate automatically
Connect your AI systems via our Python/TypeScript SDK or directly through REST API. Run automated test suites on your systems without tying up your teams for weeks. Our platform integrates seamlessly with your existing CI/CD pipelines.
Or connect via integrations
Connected
my-chatbot (OpenAI GPT-4)
Running evaluation
The trust dimensions
We evaluate your AI systems across 5 essential dimensions: Privacy & Security, Reliability & Performance, Fairness & Ethics, Explainability & Transparency, and Accountability & Responsibility.
Trust Framework
What we evaluate
Privacy & Security
Data protection, GDPR compliance, attack resistance
Reliability & Performance
Robustness, performance, response quality, hallucinations
Fairness & Ethics
Bias, equity, non-discrimination, ethical values
Explainability & Transparency
Response justification, transparency, explicit limitations
Accountability & Responsibility
Human oversight, traceability, auditability, governance
GDPR: Strict PII handling verification
Aligned with GDPR, AI Act, OWASP Top 10 for LLM, NIST AI RMF
Shareable scorecard
Generate a clear visual report understandable by all stakeholders, including a detailed scorecard that explains what was evaluated, how it was scored, the rationale behind every dimension and actionable recommendations. Export to PDF, share a secure link or integrate directly into your reporting tools.
Trust Scorecard
AI System: Customer Chatbot
Verdict
GO
GO or NO GO
Get a clear, actionable answer: deploy to production, fix critical issues, or wait for improvements. No more gray areas, no more endless debates. A decision based on objective and transparent metrics.
Above your threshold
GO
Your AI system meets trust requirements. Ready for deployment.
Below your threshold
NO GO
Issues detected. Review recommendations before deployment.
Clear decisions. No ambiguity.
Frequently asked questions
Mankinds Evaluation is a platform that automatically assesses the reliability of your AI systems before deployment.
It analyzes your systems across 5 dimensions (Privacy & Security, Reliability & Performance, Fairness & Ethics, Explainability & Transparency, Accountability & Responsibility) and produces a clear trust score with a GO or NO GO verdict.
Mankinds evaluates all LLM-based and generative AI systems:
- Chatbots and conversational assistants
- RAG systems (Retrieval-Augmented Generation)
- Autonomous AI agents
- Document extraction and structuring
- Voicebots and callbots
- ML scoring and classifiers
Each system is evaluated across 5 dimensions and receives a grade from A to F:
- A (dark green): excellent
- B (light green): good
- C (yellow): acceptable
- D (orange): needs improvement
- F (red): critical
An overall score and GO/NO GO verdict help you quickly decide if the system is production-ready.
Mankinds evaluates your systems across 5 dimensions, aligned with GDPR, AI Act, OWASP Top 10 for LLM and NIST AI RMF:
- Privacy & Security: personal data protection, GDPR compliance, resistance to attacks, prompt injections, exfiltration
- Reliability & Performance: robustness, stability to input variations, response quality and relevance, hallucinations
- Fairness & Ethics: bias and equity, non-discrimination, ethical values
- Explainability & Transparency: response justification, operational transparency, explicit limitations
- Accountability & Responsibility: human oversight, traceability, auditability, governance
With Mankinds, a complete evaluation takes just minutes, compared to weeks for manual audits.
You can run evaluations on-demand or integrate them into your CI/CD pipelines for continuous validation.
Mankinds integrates easily via:
- SDK for your applications
- Documented REST API
- Native connectors (n8n, OpenAI, Gemini, AWS Bedrock)
- Data sources (PostgreSQL, Snowflake, MongoDB, Datadog, MLFlow...)
Integration takes minutes, with no complex configuration.
Mankinds complements and accelerates your existing validation processes.
It automates repetitive tests and produces structured reports usable by your technical, product, legal and leadership teams. Your experts can focus on analysis and strategic decisions.
Yes. Mankinds' 5 evaluation dimensions are aligned with GDPR, European AI Act, OWASP Top 10 for LLM and NIST AI RMF requirements.
Generated reports serve as documented evidence for your compliance audits and regulatory exchanges.
Mankinds is a sovereign solution, hosted in France by Scaleway.
Your raw data is never stored. Processed data is encrypted in transit and at rest (AES-256, TLS 1.3).
Click "Request a demo" to schedule a personalized presentation. We'll show you how Mankinds can evaluate your AI systems and secure your deployments.