Use cases
Six teams, one assistant
The work changes by role. The pattern does not: hand off the repetitive layer and keep the judgment calls.
Developers
Triage issues, draft changelogs, and keep the docs honest without leaving the editor.
Summarize this stack traceDraft release notes from merged PRs
Business teams
Status updates, meeting prep, and follow-ups handled before anyone asks.
Prep me for the 2pm callWrite the weekly client update
Marketing
Content pipelines from research to first draft, with the brand voice you set once.
Draft 3 subject linesTurn this webinar into a blog post
Research
Literature scans, source summaries, and comparison tables from a single instruction.
Build a comparison tableFind recent studies on this
Operations
Intake, routing, and reporting that used to be three people and a spreadsheet.
Route this request correctlyFlag orders older than 10 days
Personal productivity
Your inbox, calendar, and notes working as one system instead of four.
Plan my week around the deadlineClear the newsletter backlog
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The connector SDK covers the rest. Tell us your workflow and we will tell you if it fits.