Emergent Labs

A studio for AI-native product work.

Projects

05 projects

Case study

Trooper Labs

Tenant case study

Trooper Labs on Foundry

Trooper Labs plans custom product drops across Google Workspace, with the work spread over Sheets, Docs, Drive, Calendar, and Gmail. They wanted an agent that could read those files, flag what needs attention, and draft admin work the team can review.

3,400 → 6,000+

Products produced · 2025 full year vs. 2026 to date

Many factors drive growth, but Foundry played a meaningful role — giving Trooper Labs the visibility to overlap production cycles and confidently take on larger, more demanding projects.

How we tuned it

  • Built a simulated copy of their workspace, with stand-in Sheets, Docs, and Drive files, so we could tune prompts against realistic data before touching live accounts.
  • Wrapped the Workspace integrations as native tools on top of Composio, scoped to Trooper Labs' workflows instead of a generic API, so the agent calls a small set of purpose-built actions.

Work performed

  • Set up a single-tenant Foundry workspace with owner access, passkey-protected admin actions, a Telegram bot, and Google OAuth.
  • Built a tenant blueprint for production planning, workspace search, folder and template setup, order forms, invoice tracking, and daily status summaries.
  • Tested it on real tasks: Pantone lookups, finding files in Drive, drafting order forms, prioritizing work, and approval-gated writes.

Product takeaways

  • The best fit was reviewable ops work, like folder setup, order forms, and status summaries, not tasks it should run unattended.
  • Order forms have to keep the original template; the right content isn't enough when formatting, fonts, and layout carry meaning.
  • The biggest wins are the repeatable 15-minute admin tasks: folder setup, order forms, invoice organization, and daily production status.

Testimonials

02 testimonials

Flow gives me a second brain for deal flow. It keeps the context around a company close at hand, pulls the right material forward, and helps me pressure-test an opportunity before I spend partner time on it.

Robin Davids

Venture Partner, Perridon · Flow

Foundry feels like an extra team member, available around the clock — it can answer any question about the state of the business in an instant. It takes the repeatable ops off my plate: production folders, order forms, spreadsheet checks. That’s not where my creative judgment should go.

Nasim

CEO, Trooper Labs · Foundry tenant