Draft a monthly investor update or quarterly board memo from your numbers and notes: headline, metrics against plan and last period, highlights, lowlights told straight, and specific asks. Never invents a number.
Test pricing models for an AI product on your real usage before you change a price: per seat, per task, credits, and hybrid (platform fee plus included credits plus overage). Shows revenue, gross margin after LLM cost, and which customers' bills would jump or drop under each model.
Gross margin per customer for an AI product: revenue minus LLM cost minus allocated hosting and other cost of revenue. Flags negative and below-target customers, names the task driving their cost, and gives the price each one would need to hit your target margin.
Set and check consumption guardrails for an AI product: per-customer daily and monthly spend caps, month-end forecasts, spend spike rules, runaway agent runs, and failure rate spikes, plus a runbook for what to do when each alert fires. Runs on usage files; exit code 2 on critical alerts for cron or CI.
Audit your SaaS subscriptions from a simple list: annual spend, owners, upcoming renewals with decide-by dates, unused seats, stale tools, overlapping tools, and the savings from each fix. Writes a prioritized action list.
Write the monthly finance update for leadership or investors from a few inputs: revenue, costs, cash, and plan. A script computes plan vs actual, flags the variances that matter, and works out burn and runway; Claude drafts the narrative and asks you for the why behind each big variance.
