The decision question
How would a design, component or supplier change alter technical performance, delivery work, capital, risk and customer outcome?
Polarstar capability detail
Connect engineered systems with the organisation that delivers them.
Model product architecture, supply, manufacturing, field service and economics as one transformation decision—not separate spreadsheets.
IndustriesEnergy & industrialOverview
What the FDE investigates
Requirements, architecture, BOM, component evidence, suppliers, lead times, capacity, certification, production flow and service history.
What becomes computable
System configuration, resource and supply dependencies, delivery recipes, engineering authority, COGS, working capital and reliability constraints.
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
Compare configurations, propagate supplier and component changes, test constraints and propose revised engineering and procurement work.
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 traceable system and resource scenario plus the operating-model changes required to source, build, approve and service it.
What keeps the conclusion honest
This is an application pattern, not an unverified customer result. Engineering approval and certification remain with authorised professionals.
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.