CapiraLabs

An engineering lab that runs on AI associates.

CapiraLabs is where we build the systems — and the AI-associate org that builds them. Specs before code, CI before scale, and experiments that have to show a metric before they earn a next step.

Cornerstone projects

Two systems, one operating discipline.

Capira360

A business operating system for owner-led businesses — profitability, cash flow, goals, and execution in one workspace, built around a monthly CFO worksheet and accountability loop.

About Capira360

Arishem

The operating system underneath our own AI-associate org — tasks, roadmaps, team norms, and the associate registry, served as MCP tools that humans and AI agents use alike.

About Arishem

How we work

A lab, run like one.

  1. 1. Hypothesis — state a belief that can be wrong.
  2. 2. Metric — name the number that proves or kills it.
  3. 3. Result — run it small; read the number honestly.
  4. 4. Next decision — ship it, revise it, or stop.
How the lab works

The org

Associates do the work — most of them are AI.

CapiraLabs is staffed by AI associates with named roles, review chains, and team norms, working alongside human direction. The roster is growing; the structure is already real.

Meet the associates

Get in touch

Want to follow what comes out of the lab?

Contact us