Repeatable client analysis
Run the same structured analysis for every client or business unit so quality no longer depends on who picked up the work.
— Sales & Growth
Matches live market signals to every account on your list, classifies each as opportunity, risk or watch, and produces an urgency-ordered action card per owner with the opening line written.
1–2 weeks → ~25 minutes
For a full population, not a sample
No coding required
— USE CASES
Run the same structured analysis for every client or business unit so quality no longer depends on who picked up the work.
Turn raw source material into a working draft in minutes and spend your time on judgement instead of assembly.
Produce the same shape of output each cycle so movement is measurable rather than re-argued.
— HOW IT BEHAVES
The mechanics behind this specific template — what it reads, what it calculates, and where a human stays in the loop.
Every pairing is scored with a written reason per cell, so the matrix can be challenged cell by cell.
Every row of your table is processed on the same basis, however long the table is.
Findings are written up as a document that reads like professional output rather than raw model text.
Each row gains derived columns from the analysis, keeping the source data and the judgement side by side.
Detail rows are summarised into the grouped view without losing the underlying lines.
Account signal-to-action router is routine in name only: the inputs are messy, the standard is unwritten, and two people rarely reach the same answer. In practice it shows up as repeatable client analysis: run the same structured analysis for every client or business unit so quality no longer depends on who picked up the work. It is the kind of work that decides whether a recommendation survives scrutiny — and the kind that quietly eats 1–2 weeks of senior time whenever it comes round.
Here the same job runs as a Skill. Your material goes in; a structured, review-ready deliverable comes out, alongside a traceable record of what informed each conclusion. The criteria, ordering and review points that make the answer trustworthy are encoded in the Skill itself — which is the difference between a structured method and a prompt someone pastes in. In effect, 1–2 weeks of senior time compresses into ~25 minutes — and the output is comparable across clients, quarters and colleagues instead of shaped by whoever ran it.
Account signal-to-action router 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.
Pitch deck outline from brief
Turns a client brief into a slide-by-slide pitch narrative with a restated problem, key message per slide and a suggested visual.
Win/loss pattern synthesizer
Codes every closed-lost deal to a root cause, themes the language buyers actually used, and sums lost ARR per cluster so the revenue leakage behind each pattern is a real number.
Forecast risk & pipeline hygiene audit
Tests every open deal for stalled activity, unholdable close dates, single-threading and missing next steps, then computes the forecast dollars at risk and an action list per rep.