The decision question
Can management trace how a change to work, price, supplier, system or role affects delivery, economics, risk and outcome?
Polarstar capability detail
Represent how the organisation produces outcomes as connected business objects, evidence, logic, authority and actions.
The decision question
Can management trace how a change to work, price, supplier, system or role affects delivery, economics, risk and outcome?
What the FDE investigates
Customers, demand, offerings, delivery units, work, decisions, people, systems, data, resources, suppliers, controls, costs and metrics.
What becomes computable
A versioned business root with typed relationships such as requires, consumes, produces, constrains, depends on and is priced by.
From ambiguity to accountable change
Every engagement connects operational reality to a reviewable model, an authorised action and evidence of what actually changed.
Propose objects and relationships, reconcile conflicting meanings, calculate dependent values and preserve the lineage of every assertion.
The assistant uses scoped tools to investigate and prepare model or workspace operations. Material changes remain proposals until the right person authorises them.
A decision-scoped computable business and organisation model that supports counterfactual analysis and implementation specification.
Facts, observations, inferences, proposals, targets and unknowns remain visibly distinct; completeness is judged for the current decision.
Illustrative interaction
Illustrative operating pattern—not a customer result or performance claim.
AI-native FDE operating pattern
The FDE can move from a question to investigation and governed action without hiding evidence, calculation or authority.
Clarify the business decision, owner, boundary and success test.
Use only authorised evidence, systems, schemas and workflow context.
Propose business objects, trace dependencies and run deterministic engines.
Show the exact change, limitations and authority required before execution.
Return runtime observations to the hypothesis and decide what changes next.
The FDE acts under the current user’s identity and permissions. Investigation does not create approval.
LLMs help understand and explain. Versioned formulas and constraints calculate the result.
Sources, assumptions, inferences, proposals, decisions and observations retain separate states.
Discuss your challenge
We will define what must be understood, what can be calculated and what evidence is required before change is authorised.