Products
INTERPRETIVE DEBT & AUTHORITY DRIFT
Governance for the decisions nobody in the room can fully defend later.
Every engineering organization accepts AI-assisted outputs, waivers, and supplier claims it cannot fully explain, verify, or defend. That gap doesn't fail at the moment it's created — it fails later, during audit, incident response, or a legal challenge.
"Can this decision be explained, verified, and defended — by someone who wasn't in the room when it was made?"
Start free, add only what you need
EGRA scores your governance readiness across four domains at no cost. From there, each Protocol is a standalone, individually verified tool — add the ones that match the gaps EGRA finds. The GIF Shell ties them into one governed registry once you're running more than one. Carry Forward Ledger is the only product built to work outside your own walls, governing what a supplier hands your company rather than what happens inside it.
FROM THE FOUNDER
Interpretive Debt and Authority Drift
How Compliance, Risk, and Audit Professionals Can Detect and Govern Interpretive Debt Before Authority Drifts
The framework behind everything on this page. Interpretive Debt names the gap between what a system actually decided and what anyone can still explain about that decision months later. Authority Drift names what happens when that gap goes unmanaged long enough that no one entity is actually accountable for the outcome anymore. EGRA, the Protocols, and the GIF Shell are the practical tools built to close that gap — this book is where the underlying discipline is laid out in full, for compliance, risk, and audit professionals working the problem directly.
Get the book on AmazonTHE PRODUCTS
Four steps, one governing question at each
Start with a free readiness score. Add automated Protocols where the gaps are real. Unify them once you're running more than one. Extend across a supply chain when the handoff itself needs governing.
EGRA
FreeEngineering Governance Readiness Assessment
A scored instrument across four governance domains — offline, self-contained, live-scoring. Nine yes/no items per domain (six foundation, three depth) roll up to a Maturity Level; all four combine into an overall band, from Unaware through Governed.
- Waiver Governance
- Reconstruction Readiness
- Assumption & Dependency Tracking
- Propagation Exposure
Names which of the Protocols below would close the specific gap it finds — no guessing which tool you actually need.
The Seven Protocols
Automated, individually verified governance tools
Waiver Governance
Was this waiver re-evaluated, or just carried forward?
Assumptions Governance
What is a decision quietly assuming stays true?
Dependency Drift
Has a relationship between two artifacts silently gone stale?
Audit Reconstruction
Can a past decision be rebuilt on demand, evidence-first?
Supplier Recurrence
Is the same nonconformance recurring across separate reviews?
Cross-Build Propagation
Which artifacts carry forward into a new build unexamined?
Unresolved Concession Clustering
Do several small, acceptable risks add up to one that isn't?
Each one runs as a live tool, tested against its own worked example — not rendered and shipped, but run against real numbers, with real bugs found and fixed along the way.
Governance Socket — the engine underneath
Every Protocol above, and the Shell and Ledger below, resolve their findings through the same decision engine: ALLOW / RESTRICT / ESCALATE / BLOCK, evaluated against a declared Authority Surface. Proven across four independent instantiations. It isn't sold separately — it's what every other product here runs on.
GIF Shell
Included with 2+ ProtocolsThe integration layer — all seven Protocols, one governed registry
Import / Adapters / Unified Registry / ID Crosswalk / Governance Socket / Trigger Bus Audit Log. A record entering through Import is resolved against a common Governed Entity shape and merged only on exact ID match — everything else stays visibly Unresolved rather than guessed.
Its inputs are the Protocols' own outputs — each Protocol exports its findings, and the Shell imports them directly, rather than requiring a separate integration.
Carry Forward Ledger
The only product that governs the handoff between companies
A waiver accepted by a Tier 3 supplier gets carried Tier 3 / Tier 2 / Tier 1 / OEM. Nobody upstream can see whether it was genuinely re-examined at each hop, or just rubber-stamped forward. Carry Forward Ledger makes that visible.
Grounded in real regulatory precedent, not a hypothetical: the trust-tier model mirrors the self-attestation / third-party-verification split the U.S. Bureau of Industry and Security already built into the Connected Vehicles Rule (15 CFR §791) for automotive supply-chain provenance.
- Cumulative Exemption Trigger — catches a supplier repeatedly self-exempting across separate claims, not just one
- Inherited Violation — distinguishes "my own record is clean" from "something upstream isn't"
- Standalone — no other Governed Intelligence product required to start
Not sure where to start?
EGRA is free and takes the guesswork out of it — it names the specific Protocol that closes your gap. Or reach out directly and we'll walk through it together.
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