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    Don't guess if your
    AI is ready. Know it.

    Automated evaluation across multiple criteria. One clear verdict: GO or NO GO.

    Mankinds Evaluation
    Evaluating AI System
    Privacy
    Security
    Accuracy
    Fairness
    Explainability
    Accountability

    Is your AI truly ready for production?

    It hallucinates

    Your AI makes up facts, cites non-existent sources, gives dangerous advice. Your users lose trust fast.

    It exposes you

    One inappropriate response is all it takes. Screenshot, viral post, and your brand becomes a meme.

    It costs you money

    Wrong diagnosis, bad legal advice, biased HR decision. AI mistakes are paid in dollars and lawsuits.

    80% of AI projects never reach production(RAND Corporation, 2024)

    What we evaluate

    Every AI system is tested against 6 trust dimensions before you get a verdict.

    Privacy

    Is your users' data protected from leaks and attacks?

    Evaluated criteria

    PII DetectionIdentifies personal data in inputs and outputs
    PII MaskingRedacts sensitive information before processing
    PII in LogsNo personal data leaked into system logs
    PII in DatabaseNo unprotected personal data in storage
    Privacy RefusalRefuses privacy-compromising requests
    PII Reuse PreventionBlocks reuse of data from prior sessions
    Learn more

    Supported by

    Station F
    BPI France
    French Tech

    Technology partners

    Scaleway
    OVH
    Microsoft
    Google
    OpenAI
    Anthropic

    Hosted in Europe · Data sovereignty guaranteed

    Ready to know if your AI is production-ready?

    Start for free. No credit card required.

    Frequently asked questions

    • Mankinds Evaluation is a platform that automatically assesses the reliability of your AI systems before deployment.

      It analyzes your systems across 6 dimensions (Privacy, Security, Accuracy, Fairness, Explainability, Accountability) 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 6 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.

    • The 6 trust dimensions evaluated are:

      • Privacy: Personal data protection, consent, data masking
      • Security: Resistance to attacks, data exfiltration prevention, prompt injection
      • Accuracy: Response quality, reproducibility, robustness to manipulation
      • Fairness: Bias detection (age, gender, ethnic...), ethics, non-discrimination
      • Explainability: Decision justification, transparency, limitation disclosure
      • Accountability: Auditability, traceability, human oversight, 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 (Python, JavaScript)
      • 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' 7 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 Europe 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.