Shared architecture
The governance layer is the product.
One governed operating model branches into MIS and CRI. That portability is part of the moat.
Raw inputs → trusted outputs
Messy inputsERP / PIM / feeds, supplier files, rules, reports and context.
TraceabilityNormalize inputs and keep source chain.
Controlled AIAI inside governed transforms and checks.
Review-firstUncertainty stays visible and accountable.
Controlled outputDiffs, logs, versioning and auditable artefacts.
MIS branch
Product Truth Card, channel contracts, explain & fix, provenance and controlled publish.
CRI branch
Evidence Pack, reason codes, explicit uncertainty and committee-ready review-first workflow.