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.
— Finance & Investment
Fans each contract's transaction price across periods to produce a month-by-month recognised-versus-deferred schedule, with an audit-ready memo on the judgement calls behind it.
1–2 weeks → ~40 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 row of your table is processed on the same basis, however long the table is.
The pattern is visualised from the computed data, so the trend is legible at a glance.
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.
In finance & investment work, revenue recognition schedule (IFRS 15 / ASC 606) is one of those tasks that looks straightforward until you are three documents deep and the details stop agreeing with each other. 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.
As a Skill, the work is already sequenced. You bring the evidence, and the run produces a structured, review-ready deliverable plus a traceable record of what informed each conclusion. The judgement is built in — how items are broken up, what standard they are held to, and where the run stops for a human review. The practical effect: 1–2 weeks of manual work becomes a ~40 minutes run, held to an identical standard on the tenth engagement as on the first.
Revenue recognition schedule (IFRS 15 / ASC 606) 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.
Investment Potential Analysis
Scores a public company's fundamentals alongside live market signals and research for near-term momentum, medium-term trajectory and long-term durability, reconciling all three into one investment-potential verdict.
Fee proposal from scoping brief
Extracts workstreams and effort from a scoping brief and builds lean, baseline and stretch fee scenarios with per-phase pricing and margin notes.
P&L variance commentary
Calculates actual-versus-budget variance per account in the database, ranks the top movers, then writes the commentary explaining what moved, why, and whether it is timing or permanent.