Data says what is recorded
The ERP can show a price. Operational context explains whether it is list price, a customer agreement, a temporary promotion, or an obsolete override.
Field note · 8 min read
Why connected data is not yet operational context.
A connector can retrieve an order, a credit balance, or a delivery date. It cannot, by itself, decide which customer agreement applies, whether a number is fresh enough, or who owns an exception. Those answers belong to the operating model.
Discuss your use caseProcess says what comes next
A valid record may still need another team, another source, or an approval before anything changes.
Rules define the boundary
The decision layer expresses thresholds and exceptions explicitly so the next action is not guessed from historical patterns.
Ownership resolves ambiguity
Low confidence and conflicting rules need a named human owner, not a more confident model response.
Freshness changes meaning
Yesterday's inventory may answer a trend question but should not release today's order.
Evidence earns trust
A decision is easier to review when its source records, calculation, and applicable rule are visible together.
Start with one decision
Bring the workflow your team knows by heart.
We’ll map the systems, facts, rules, and approval point before discussing a pilot.