Calculator
Briefs focused on Calculator proofs.
CHOOSE YOUR LENS
Scale Safely
How do I reduce liability, lower inference costs, and earn the right to scale autonomy?
Ship Proof
How do I turn features into governance decisions, manage AI teams, and de-risk product launches?
Deconstruct Proof
How do market leaders build moats, manage trust, and architect their AI control planes?
Build Proof
How do I implement Causal Traces, Benford Perimeters, and Replayable Audit Trails?
LATEST BRIEFS
The Black Box Cost Calculator: Quantify Your Forensic ROI
Quantify the forensic drag of SHAP/LIME vs. Causal Traces. Enter your DS rates and incident frequency to see your organization's potential savings in under 60 seconds.
Get the Architecture of Proof Toolkit
Templates, calculators, and checklists for building proof-based AI systems. Used by product teams and architects.
AI GOVERNANCE MATURITY
Most AI teams are stuck in Stage 1.
Sitting on unmitigated legacy risk and forensic debt.
90 seconds → Know your gap.
Score My Org →THE PROOF TOOLKIT
Calculators and frameworks — free to download.