Every system of record assumes its data is true. MGE makes that assumption true.
MGE (Metrics Governance Engine) certifies data in an 8-stage Trust Loop, scores the evidence across 11 Trust Gates and seals every certified result in an append-only KPI Vault. No AI or machine learning touches certification: the same records always produce the same sealed result, byte for byte, with the same SHA-256 fingerprint.
Seven systems. Seven versions of the truth.
POS, payroll, inventory, delivery aggregators, payment processors, supplier systems, and accounting platforms all produce data independently — and nothing checks their work before it becomes the official record. Errors don't get caught downstream. They get amplified.
The Trust Loop: eight steps, no AI anywhere.
Every certification runs the same eight steps. Run the same records twice and you get the same sealed bytes and the same fingerprint; FohBoh's own quality checks certify every test twice and require the hashes to match.
Evidence is checked and mapped to canonical records.
Every rule, formula and scoring version is pinned for the run.
Governed metrics are computed, money in whole cents.
Sources are reconciled against each other: sales to deposits, statements to agreements, invoices to receiving.
The module's executable rules run; findings are proven or held.
The Trust Score is calculated across 11 Trust Gates.
The outcome is set: CERTIFIED 85–100, VERIFIED 70–84, REVIEWED 60–69, FAILED 0–59. Missing essentials force REVIEWED; they never deduct.
The result, narrative and evidence are hashed with SHA-256, signed and stored write-once.
MGE's governed corpus defines 198 platform rules. Module rule packs run on top of it, and each module release adds executable rules: today 46 execute across Sentry's three modules (10 for card fees, 15 for delivery fees and 21 for supplier invoices).
Five elements. All compound with use.
Deterministic core, KPI Registry and Vault, semantic model, cryptographic evidence chain and embedded layer. A concept drawing of how the parts fit together.
License the layer your platform is missing.
Your customers never leave your product; they just start trusting it. Systems of record, POS, BI and AI platforms call MGE through a versioned API and get back sealed, verifiable certified records and Trust Scores.
API-only — no UI, no user-facing footprint. Certification runs at your ingestion edge.
Certification ships as a capability of your platform, under your brand. FohBoh stays behind the curtain.
Embeds via API ahead of your write path. No re-platforming, no data migration, no workflow changes.
A license fee plus a toll per certification: $0.05 one way, $0.075 in and out. Partners onboard through a sandbox first. You sell certified data as your differentiator. See pricing.
License the layer your platform is missing.
Headless MGE licensing for systems of record, POS, BI and AI platforms. Request a technical walkthrough.