AI Behavioral Engineering: Rigorous. Reproducible. Legally Defensible.
We build AI systems that behave the way you specify, prove they behave as specified, and produce evidence that holds up in court. Proprietary methods bring clinical-grade behavioral science to artificial intelligence.
Four Pillars of Behavioral Assurance
Personality-Engineered AI Agents — Precisely defined behavioral profiles from validated clinical and psychometric frameworks. Each agent's personality is specified as measurable behavioral constraints — not vague persona descriptions.
Forensic-Grade Interaction Capture — Cryptographic chain of custody satisfying legal evidentiary standards. Tamper-evident records from prompt to response.
Autonomous Behavioral Testing — AI-to-AI testing frameworks that stress-test behavioral specifications across diverse scenarios without human supervision. Systems know when they've collected enough data for statistically valid conclusions.
Behavioral Compliance Certification — Documented evidence that AI behavioral outputs conform to specifications. Cryptographically verified interaction records, statistical analysis, and behavioral fidelity measurements for regulatory submissions.
The Credibility Gap
Organizations can describe what they want their AI to do, but cannot prove it does what they described. When regulators, auditors, or opposing counsel ask "How do you know your AI behaves as specified?" — most companies have no defensible answer. We close that gap with measurable specifications, cryptographic proof, and statistical evidence of behavioral conformance.
From Specification to Certification
Behavioral Specification — Requirements translated into structured behavioral profiles using established behavioral science frameworks. Discrete, measurable dimensions with defined parameters and acceptance thresholds.
Constrained Agent Engineering — Behavioral specifications injected as hard constraints, not suggestions. Proprietary binding methods producing measurably governed outputs.
Forensic Verification — Every interaction captured with timestamped inputs/outputs, cryptographic fingerprints via multiple hash algorithms, and tamper-evident chain linking.
Statistical Validation — Formal statistical methods determining behavioral conformance. Effect sizes and statistical power computed in real time. 99.97% statistical power achieved.
Who This Is For
Regulated Industries — Financial services, healthcare, legal, insurance deploying AI that must demonstrate behavioral compliance.
AI Product Companies — Verifiable behavioral consistency across millions of interactions.
Legal & Litigation Support — Establishing what an AI said, when, and whether output was consistent with design specifications.
AI Safety & Research — Reproducible experimental protocols with formally specified behavioral conditions.
Enterprise AI Governance — Audit, verify, and certify behavioral characteristics across deployed AI systems.