The decision question
If we change X, what changes because of X, under which assumptions, and does the resulting configuration remain feasible?
Polarstar capability detail
Calculate counterfactual business outcomes deterministically.
Compare future configurations with inspectable formulas, dependency propagation, constraints and feasibility—not plausible-sounding prose.
SolutionsEconomic scenario engineOverview
What the FDE investigates
Baseline inputs, units, currencies, periods, formulas, operational dependencies, constraints, one-off costs and uncertainty ranges.
What becomes computable
A calculation DAG and typed causal dependencies spanning cost, volume, capacity, cash flow, margin, quality, risk and delivery.
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
Create isolated scenarios, freeze assumptions, recalculate affected nodes, test constraints and generate an exact dependency trace.
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
Baseline and scenario results, formula lineage, feasible/infeasible/unknown verdicts, sensitivities and decision thresholds.
What keeps the conclusion honest
LLMs may interpret intent and explain results; they never decide numerical results. Identical inputs always produce identical calculations.
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.