Structural decisions with evidence
Show the role-level basis for a design or headcount decision instead of defending a judgement call.
— Organisation & Workforce
Score a shortlist of locations against your own weighted criteria, stress-test the cost case, and hand the board a ranked recommendation with a full audit trail.
2–3 weeks → ~25 minutes
For a full population, not a sample
No coding required
— USE CASES
Show the role-level basis for a design or headcount decision instead of defending a judgement call.
Apply the same criteria to every part of the organisation in scope, so functions are genuinely comparable.
Re-run against updated org data each cycle and see what actually moved.
— HOW IT BEHAVES
The mechanics behind this specific template — what it reads, what it calculates, and where a human stays in the loop.
Current external sources on the organisation in scope are researched during the run rather than recalled from training data, and every source travels with the output.
Each row of your export is processed on the same basis, so no role is skipped however long the table is.
Movement across the organisation in scope is visualised from the computed data, so the trend is legible at a glance.
Findings on the organisation in scope are written up as a document that reads like professional output, with each claim tied back to a role.
Detail rows are summarised into the grouped view of the organisation in scope without losing the underlying roles.
Work on the organisation in scope normally means pulling org data, role documentation and headcount exports together by hand, then applying a standard that only exists in the head of whoever is doing it. Structural decisions with evidence is the typical trigger — show the role-level basis for a design or headcount decision instead of defending a judgement call. Done properly it is defensible; done at pace it becomes a judgement call nobody can retrace. And "properly" usually means 2–3 weeks of manual work.
Here the same job runs as a Skill. Your material goes in; a role-level view of the organisation in scope with the reasoning attached comes out, alongside a roll-up for leadership at the level you report at. What sits between input and output is the codified method: thresholds, sequencing and the points where a human confirms a call — all of it visible and editable in the Skill. The practical effect: 2–3 weeks of manual work becomes a ~25 minutes run, held to an identical standard on the tenth engagement as on the first.
Location strategy builder exports as a structured SKILL.md file and is MCP-ready, so the same method runs in ChatGPT, Claude, Copilot or your own AI products. Adapt it to your methodology, and the intelligence stays yours — not locked to one vendor.
Employee relations query responder
Answer an inbound employee relations question accurately: the relevant clauses pulled from your own policy library, checked against current employment regulation, with a ready-to-send reply, a case note and an escalation flag when the sources do not cover it.
Employee engagement & culture diagnostic
Hundreds of free-text survey comments in — a theme-by-theme sentiment read by department, what actually drives the overall mood, and an action plan out. No one hand-codes a comment.
Workforce capacity planner
Demand, headcount, absence and productivity in — the FTE gap under base, P50, P90 and stress scenarios out, team by team, with a hiring plan the numbers support.