Consulting
AI and engineering help
for regulated, high-stakes work.
Contract engagements for law firms, financial services, and software teams that need correctness they can defend, not demo-grade output.
The methodology behind the practice: MFIC — Mechanically-Falsifiable Independent Control →
A · LEGAL
LLM & workflow design for document-heavy practices
Retrieval, review automation, and prompt architectures built to be auditable.
Proof: incitez — a verified, much-faster alternative to eyecite →
B · FINANCE
AI integration under audit and compliance constraints
Pipelines designed for reproducibility, traceability, and review.
C · CODE REVIEW
Contract code review
Deep reviews for correctness, security, and architecture. Independent second pair of eyes.