The decision question
Can leaders explain how one delivery unit is produced, who does and decides what, what it consumes and where performance is constrained?
Polarstar capability detail
Own an inspectable model of how the organisation produces value.
Receive more than an org chart: a reviewed current-state model connecting outcomes, work, decisions, roles, systems, resources and cost.
DeliverablesOrganisation & work modelOverview
What the FDE investigates
Business structure, offerings, delivery paths, positions, skills, systems, data, vendors, resources, controls, costs and metrics.
What becomes computable
A versioned business and organisation graph with typed dependencies, evidence standing, source lineage and decision-specific completeness.
From ambiguity to accountable change
A working model, not another layer of commentary.
Every engagement connects operational reality to a reviewable model, an authorised action and evidence of what actually changed.
What Polarstar can do
Review proposed objects and relationships, resolve semantic conflicts and approve only the current-state assertions supported by evidence.
The assistant uses scoped tools to investigate and prepare model or workspace operations. Material changes remain proposals until the right person authorises them.
What you receive
A reusable current-state model, delivery recipes, organisation relationships, economic baseline, authority map and open-question register.
What keeps the conclusion honest
Every material claim retains source, date, permitted use, confidence and review state; unknown is never silently converted to zero.
Illustrative interaction
Ask in business language. Receive structured work.
Illustrative operating pattern—not a customer result or performance claim.
AI-native FDE operating pattern
Conversation is the interface. The business model is the shared state.
The FDE can move from a question to investigation and governed action without hiding evidence, calculation or authority.
- 01
Understand intent
Clarify the business decision, owner, boundary and success test.
- 02
Investigate the field
Use only authorised evidence, systems, schemas and workflow context.
- 03
Model and calculate
Propose business objects, trace dependencies and run deterministic engines.
- 04
Preview and authorise
Show the exact change, limitations and authority required before execution.
- 05
Measure and learn
Return runtime observations to the hypothesis and decide what changes next.
Authority stays explicit
The FDE acts under the current user’s identity and permissions. Investigation does not create approval.
Numbers stay deterministic
LLMs help understand and explain. Versioned formulas and constraints calculate the result.
Every claim stays traceable
Sources, assumptions, inferences, proposals, decisions and observations retain separate states.
Discuss your challenge
Bring one real business decision into the field.
We will define what must be understood, what can be calculated and what evidence is required before change is authorised.