The decision question
Which delivery configuration best meets scope, code, quality, programme and cost constraints—and how must work change around it?
Polarstar capability detail
Calculate how delivery changes across design, quantities and trades.
Connect a construction approach to materials, labour, subcontractors, approvals, cost, schedule and the organisation coordinating them.
IndustriesConstruction & engineeringOverview
What the FDE investigates
Client requirements, drawings, quantities, materials, rates, trades, subcontractors, permits, inspections, site constraints and exceptions.
What becomes computable
Delivery recipe, BOQ and resource requirements, authority gates, schedule dependencies, labour capacity, cost and risk.
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 conventional, prefabricated and modular paths, recalculate quantities and labour, and surface approval or evidence gaps.
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 bounded construction scenario with resource, cost and programme logic plus the target coordination and control model.
What keeps the conclusion honest
Domain codes and professional sign-off are explicit constraints. Polarstar supports the decision; it does not assume statutory authority.
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.