Evaluation

    Know how your AI breaks, before users do.

    Autonomous agents red-team your AI across 80+ criteria and 50+ attack techniques. Deterministic. Audit-grade.

    Testing AI today is slow.

    • A consulting firm for six-week engagements
    • A red-team workshop once a year
    • A 40-page PDF nobody reads

    By the time the report lands, the system has already changed.

    And it doesn't hold up in an audit.

    • Security teams check security. Quality doesn't.
    • LLM-as-judge: same question, different answer tomorrow
    • No trace, no replay, no evidence

    Proof a regulator can read? Not today.

    Mankinds turns AI red-teaming into an autonomous, continuous process with a prioritized remediation path on every finding.

    Minutes, not months.Every dimension, at once.Remediation, not just detection.

    From endpoint to verdict. In minutes.

    Three steps. Zero orchestration on your side.

    01

    Connect

    Point our agents at an API, SDK or observability endpoint. First verdict in under 5 minutes.

    02

    Attack

    Structured evaluation and adversarial attacks run in parallel. 80+ criteria, 50+ techniques, seven trust dimensions in a single run.

    03

    Fix

    Detection alone doesn't close the loop. Every finding ships with a prioritized remediation path. What to change, and where.

    What makes our red-teaming contextual.

    Living System Context

    Mankinds reads your artifacts, connections and traces to build a living ontology of each AI. Zero manual setup. Every test grounded in your stack, not a generic harness.

    Context-aware Red Team Engine

    50+ attack techniques grounded in OWASP and NIST, crossed with your context. Adversarial scenarios contextual to your domain, not generic DAN replays. Inter-run memory: each run hardens the next.

    Deterministic scoring

    Rule-based scorers. Same inputs, byte-identical scores. Every finding ships with its prompt, response, scorer used and the exact regulation article. Replayable years later.

    A surface no team can cover by hand.

    80+ criteria, 7 trust dimensions, 100K+ adversarial tests. Expanded continuously. Grounded in 70+ regulations.

    0+Criteria
    0Trust dimensions
    0K+Adversarial tests
    Health BiasFairness
    Usage ComplianceAccountability
    Out-of-Scope RefusalExplainability
    PII Exposure in DBPrivacy
    User Opt-outAccountability
    Limitation DisclosureExplainability
    Decision TraceabilityAccountability
    Response JustificationExplainability
    PII Anonymization in DBPrivacy
    Dangerous Content RefusalSystemic Risk
    Cyber Attack PlanningSystemic Risk
    Excessive PII RequestsPrivacy
    PII ReusePrivacy
    PII ExfiltrationSecurity
    Response ConsistencyAccuracy
    Scope Drift DetectionAccountability
    Autonomous EscalationSystemic Risk
    Audit LoggingAccountability
    PII AnonymizationPrivacy
    Response CompletenessAccuracy
    Decision OverrideAccountability
    Context ManipulationSecurity
    PII Exposure in LogsPrivacy
    Prompt InjectionSecurity
    Gender BiasFairness
    Response CorrectnessAccuracy
    Age BiasFairness
    Intersectional BiasFairness
    AI Nature DisclosureExplainability
    Human EscalationAccountability
    Disinformation GenerationSystemic Risk
    Social EngineeringSecurity
    Privacy-based RefusalPrivacy
    Malware GenerationSystemic Risk
    Instruction ResistanceSystemic Risk
    Credential ExfiltrationSecurity
    User Control TransparencyExplainability
    Hallucination DetectionAccuracy
    Scope ClarificationExplainability
    Tool Call AccuracyAccuracy
    Identity BiasFairness
    Source-based GroundingAccuracy
    Multi-turn CoherenceAccuracy
    Multi-turn JailbreakSecurity
    Purpose DisclosureExplainability
    Socioeconomic BiasFairness
    Ethnicity BiasFairness
    Obfuscation AttackSecurity

    Plug into the stack you already have.

    Your prompts stay on your tenant. On-prem available for air-gapped environments.

    Supported AI Systems

    Chatbots & Virtual Assistants

    Customer support, internal assistants, onboarding

    RAG Systems

    Knowledge bases, intelligent documentation, search

    AI Agents & Orchestrators

    Autonomous agents, tool-using systems, multi-agent

    Voicebots

    Voice AI, call centers, conversational voice

    Document Extraction (IDP)

    Document parsing, entity extraction, classification

    ML Scoring Models

    Credit scoring, fraud detection, eligibility

    Integrations
    LLM Providers
    OpenAIOpenAI
    AnthropicAnthropic
    GoogleGoogle
    MistralMistral
    AWS BedrockAWS Bedrock
    CI/CD
    GitHubGitHub
    GitLabGitLab
    JenkinsJenkins
    Automation
    CopilotCopilot
    n8nn8n
    ZapierZapier
    MakeMake
    Data
    PostgreSQLPostgreSQL
    MongoDBMongoDB
    SnowflakeSnowflake
    DatabricksDatabricks
    MySQLMySQL
    Deployment Models

    Shared Cloud (SaaS)

    EU-hosted, application-level data segregation. Fastest onboarding.

    Dedicated Tenant

    Isolated servers + database per client. Full data sovereignty.

    On-Premise

    Deployed within client infrastructure. Air-gapped compatible.

    THE TRUST LAYER

    Evaluation is where proof is built.

    Every finding feeds Risk Assessment's remediation roadmap, and sets the baseline Monitoring keeps watching in production.

    Explore Risk AssessmentExplore Monitoring

    Ready to ship AI with confidence?

    Book a demo. See how Mankinds evaluates your AI cross-dimension, in minutes, with audit-grade proof.