Enterprise decision intelligence connects the decisions of every function — operations, maintenance, fleet, finance, sales, customer service and the executive team — to one shared context. Each role gets its own dashboard and decision cards, but all of them read from the same entities, forecasts and policies, so a maintenance decision automatically updates the production forecast, the cash forecast, the sales promise and the customer message.
Why functions fight each other
In most enterprises, the plant forecasts production in one tool, finance forecasts cash in a spreadsheet, sales promises delivery dates from the CRM and fleet plans routes in a TMS. When a compressor slows down or a supplier slips, each function finds out at a different time and re-plans on its own. The result is four versions of the truth and decisions that undo each other.
A decision layer fixes the seams: one change in the physical world ripples through every dependent decision, and each owner sees it in their own view with a recommended action.
One signal, five decisions
| Role | What they see | Decision | Authority |
|---|---|---|---|
| Reliability engineer | Compressor K-301 vibration past alarm | Pull the bearing swap into this week’s slowdown | Approves |
| Plant manager | Throughput −4% for 36 hours | Re-sequence two orders; add a weekend shift | Approves |
| Fleet manager | Two outbound loads move by one day | Re-slot trucks and drivers | On-the-loop |
| Sales leader | Two customer dates at risk | Offer split shipments to the top account first | Approves |
| CFO | Q3 revenue timing −$1.2M, outage risk −$4.2M avoided | Approve $180K maintenance spend | Approves |
Functions it serves
How one layer serves every role
- Shared entitiesAssets, orders, customers, people and money resolved once, used everywhere.
- Shared forecastsProduction, demand, cash and risk forecasts linked, so one change updates all of them.
- Role-based decisionsEach role gets the decisions it owns, with the evidence it needs and the permissions it has.
- One policy engineAutonomy levels, thresholds and approvals defined once and audited for every function.
- Functions disagree because they decide on different data, at different times.
- One decision layer gives every role its own view of the same truth.
- Start with one cross-functional decision, then add roles.