Professional services use case
Timesheet narrative cleanup
The operating problem, the system we deploy, and the one metric it should move. Scoped as a specification, not a slogan.
The operating problem
Shorthand billable narratives get bounced for vague or non-compliant wording, and the month-end rewrite lands on partners.
What we deploy
A narrative assistant that turns raw time entries into client-ready descriptions that meet the billing guidelines and flags entries that lack support.
- Reads raw time entries and matched work artefacts
- Drafts client-ready descriptions to the billing guidelines
- Flags entries that lack supporting evidence
Where it goes nextExtend to real-time entry, drafting the narrative as the work is logged.
Your data remains under your control.
More in Professional services
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A drafting assistant that retrieves the strongest matching content from past proposals and assembles a first-draft response mapped question by question.
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A scoping assistant that compares the brief to past engagements and proposes a phased scope with effort and staffing ranges and the margin risks.
How every use case is scoped
The same four questions, every time
Every use case is scoped around the operating problem, the system, the metric, and the time to value. Nothing ships without a number to move and a source it can cite. The first step is the deployment review, where we map the business process to your systems and agree the metric before building.
Next step
Put a number on this use case
Bring the process. We will define the problem, the metric, and the route to production.