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Six human loops.
Automated out.

Every week, the same predictable work ran on a person: reporting, intel, proposals, outbound, forecasting, content. Each one got scoped to a single task, encoded once, and handed to an agent. Here's the deck — tap any build for the full story.

6
agents shipped
50+ hrs/wk
recurring time freed
5
manual loops eliminated
~70%
paid forecast accuracy
The builds
The real cost isn't the hard work. It's the predictable work that runs on a human every single week.

Most marketing bottlenecks aren't complexity problems — they're repeatability problems. Defined inputs, a fixed output shape, a predictable trigger. Solve those three and the loop encodes itself.

There are more loops worth killing.

If you're running a recurring task that looks the same every week, it's probably buildable.

Vinay Kumar · Built using Claude Code + MCP · 2025