Mathematical Autopsy
A rigorous approach to AI: decompose problems, formalize the math, define invariants, and gate execution with proofs.
Core Principles
Traceability
Every decision links to a formula, rule, or artifact. Complete audit trail from requirement to implementation.
Determinism
Reproducible results; randomness isolated and documented. Every output can be regenerated identically.
Governance
Gates, invariants, and rollback rules enforced by CI. Mathematical proof before deployment.
The Process
Mathematical Autopsy transforms ambiguous intent into deterministic execution through a proven six-step pipeline.
Why Mathematical Autopsy?
For Regulated Industries
Complete audit trail from requirement to implementation. Every decision traceable and provable for compliance.
For Critical Systems
Mathematical proof before deployment. No ambiguity in safety-critical implementations.
For AI Engineering
Transform complex AI workflows into deterministic pipelines with guaranteed behavior.
For Enterprise Trust
Build confidence through transparency. Every output grounded in an intermediate symbolic step.
Ready to Prove Your AI's Reasoning?
Mathematical Autopsy transforms black-box AI into transparent, provable systems. Every decision traced, every output verified.