Metrics Governance Engine · The foundation

Every system of record assumes its data is true. MGE makes that assumption true.

A 12-stage deterministic certification pipeline: 198 proprietary governance rules, a six-dimensional Trust Score across 11 weighted gates, and an immutable KPI Vault that seals every certified value. MGE never uses machine learning in the certification path — same inputs, same outputs, which is precisely what makes them Legally Defensible.

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SHA-256 SEALEDRSA SIGNEDMERKLE EVIDENCE CHAINPATENT PENDING
12
Deterministic pipeline stages
198
Proprietary governance rules
11
Weighted Trust Gates, six dimensions
0
Machine learning in the certification path
The problem

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.

Validate

Every transaction, shift, invoice, and deposit confirmed accurate and complete at the source.

Reconcile

Records matched across systems — sales to deposits, labor to payroll, purchases to invoices.

Govern

Consistent definitions, rules, and controls so every metric means the same thing everywhere.

Certify

Data stamped audit-ready before reporting, accounting, or AI ever touches it.

Structural defensibility

Five elements. All compound with use.

Deterministic core, KPI Registry & Vault, semantic model, cryptographic evidence chain, embedded layer — drawn to scale.

FohBoh MGE structural defensibility elements — architectural blueprint
Headless bolt-on · SoR licensing

License the layer your platform is missing.

Your customers never leave your product — they just start trusting it. MGE certifies data at your ingestion edge, invisibly inside your stack.

Headless by design

API-only — no UI, no user-facing footprint. Certification runs at your ingestion edge.

White-label

Certification ships as a capability of your platform, under your brand. FohBoh stays behind the curtain.

Bolt-on, not rebuild

Embeds via API ahead of your write path. No re-platforming, no data migration, no workflow changes.

Licensed to you

Priced per location or data volume, with OEM and revenue-share terms. You sell certified data as your differentiator.

See it in action
MGE™ executive briefing
Main video — the missing layer, end to end.
MGE overview — supporting video
The governance engine in two minutes.

License the layer your platform is missing.

OEM and bolt-on licensing for SoR platforms — request a technical walkthrough.

Request a technical walkthrough