Growth & people teams use case
Sales follow-up and pipeline
The operating problem, the system we deploy, and the one metric it should move. Scoped as a specification, not a slogan.
The operating problem
Salespeople finish calls with useful context in their notes and inbox, but CRM updates and follow-up messages happen late or not at all. Managers then forecast from an incomplete pipeline.
What we deploy
A sales assistant that turns meeting notes and emails into a concise CRM update, drafts the follow-up, and flags deals that have no owner, next step, or recent activity.
- Prepares CRM updates from calls and emails
- Drafts tailored follow-ups for approval
- Flags opportunities that are quietly going cold
Where it goes nextExtend to account planning, proposal preparation, and pipeline-risk briefs for managers.
Your data remains under your control.
More in Growth & people teams
Related use cases in this area
Recruiting screening and coordination
Recruiters read the same information across CVs, application forms, and notes, then lose time arranging interviews and updating candidates. Strong applicants wait while the administration catches up.
A recruiting assistant that organises each application against the role criteria, prepares a short evidence-based brief for the recruiter, and coordinates the next step once a person approves it.
Marketing and competitive intelligence
Teams manually check competitor sites, announcements, campaigns, and customer signals, then spend more time assembling slides than deciding what the changes mean.
A research assistant that monitors agreed public sources and internal performance data, groups meaningful changes, links each finding to its source, and prepares a concise weekly brief.
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.