Budget & Cost-Cutting Review — by an AI council
Find where to cut without breaking the things that matter. Four rival AIs debate it and hand back: A ranked list of cuts by savings, pain and risk, with what to protect.
A ranked list of cuts by savings, pain and risk, with what to protect.
Signed off by an independent Final QA audit — with a “verify before you rely on this” list, never a black box.
Why this team
Cost-cutting exercises reliably cut the visible instead of the wasteful, so the Forensic Accountant goes line by line for the spend hiding in “miscellaneous” and auto-renewals, while the CFO and COO argue savings against operational damage — the cut that saves thousands and quietly costs a customer. The People Lead prices the human cost the spreadsheet omits and the trust cost of doing it badly, the Risk Officer names the false economies that come back with interest, and the Pragmatist ranks it all by what can actually be executed this quarter.
Each seat runs on a different frontier model — GPT, Claude, Gemini, Grok — so it’s a genuine cross-model review, not one AI in costumes. How a run works →
What the debate sounds like
An illustrative excerpt — An agency that lost its second-largest client needs to reduce monthly costs by roughly a fifth, and the draft plan cuts the training budget, one junior role, and the project-management tooling.
Before any person is cut, audit the silent lines: the draft plan never mentions software seats for people who left months ago, the premium subscriptions nobody has opened this quarter, or the auto-renewed contracts negotiated in better times. In an agency this size those lines typically hide a meaningful slice of the target. Cut the spend nobody will miss before the spend everybody will.
Two of the three draft cuts damage delivery capacity in ways the savings do not justify: the project-management tooling is what lets the remaining team run more accounts per head — cutting it while shrinking headcount is pressing both pedals at once. And the junior role is the cheapest delivery capacity in the building. The expensive question nobody asked: is there a senior role the client loss made redundant?
However the headcount question lands, the process is half the cost: one clean, honest round with a clear rationale is survivable; two rounds of drip-fed cuts destroy the trust of everyone who stays. And cutting training in a services business tells your best people to interview elsewhere — it saves little and signals everything. If it must pause, pause it with a stated return date.
Questions
What does the council need — my whole budget?
The major cost lines with rough monthly amounts, the savings target, why you are cutting, and what you consider untouchable. Line-level detail helps the Forensic Accountant’s sweep, but even category-level numbers produce a useful ranked plan — cuts to make now, cuts to defer, cuts to refuse.
Can it help me avoid cutting people?
It will exhaust the alternatives first — silent spend, renegotiations, underused tooling — and quantify how much of the target they cover, because non-headcount savings are usually larger than expected. If headcount is still unavoidable, the debate shifts to which cut damages least and how to do one clean, honest round.
What is a “false economy” in this context?
A cut that saves visibly now and costs invisibly later — cancelled training that raises attrition, tooling cuts that shrink capacity, quality shortcuts that lose the next client. The synthesis names the single worst false economy in your specific plan, because every draft plan contains at least one.
Your material is used only to run your review — never to train public models. Encrypted in transit and at rest. Security & privacy →
Want full control — pick your own minds, set the depth? Open the full council →