AI Department components
Introduction
A custom, componentised library of AI department components. Each one is portable and built to run on your end, in your own Claude or ChatGPT and against your own tools, so nothing about how your business works has to live on someone else's platform. Every component is available over MCP, which means any assistant your team already uses can call it the same way.
A second brain sits at the root of them all. Every component reads from it before it starts and writes back what it learned when it finishes, so a fact one department picks up is there for every other one the next time it runs. Evals run alongside: each run is scored against your own baseline and the next fix is proposed from what actually happened, so your workflows don't just run, they get smarter each time.
Start with one department, add components as you need them, and pick from the list below.
Marketing
Demand, told in your own voice.
- DashboardAnalyticsEvery marketing page's results in one place, then the channel grade, reach and the day's actions.
- DashboardSEOSearch Console clicks, impressions and position over time, by market and cluster, with the actions taken.
- WorkflowCold OutreachCold email and LinkedIn as conversations: the results funnel, campaigns, whose move it is and every thread.
- WorkflowContent CalendarPlan, draft and schedule posts across every platform on one calendar.
- DatasetBrandThe brand's assets, palette and media library in one place.
Finance
The numbers, without the month-end scramble.
- DatasetInvoicesEvery invoice as a card: who it is to, what it is for, and whether it is paid.
- DashboardInvestmentsPortfolio positions and performance from the broker.
- DatasetComing soonSpend TrackerEvery subscription, vendor and card line categorised, with the ones nobody uses flagged.
- DashboardComing soonCash Flow ForecastCommitted revenue against committed cost, rolled forward thirteen weeks.
