Interviews
AI agents run parallel, 30-minute interviews across your entire organization, capturing every workflow, manual task, and tool your teams use to get work done.
Our product maps how your company actually works: every process, every workflow, the way your teams and systems are wired. It then turns that understanding into automations that run in production. Understanding to running software, in one platform.
We work with

The way your business runs lives in people's heads, scattered documents, and habits no one wrote down. That knowledge is your biggest asset and your biggest bottleneck. It slows onboarding, blocks delegation, and makes automation impossible, because no one can see the full picture.
Meanwhile, a competitor built AI-native from day one serves the same customers faster, cheaper, and with a fraction of the headcount. That gap is hidden value no one is tooling for.
Most AI projects fail here. They automate before they understand.
From the first interview to running automations: one product, no hand-off, no second vendor.
AI agents run parallel, 30-minute interviews across your entire organization, capturing every workflow, manual task, and tool your teams use to get work done.
We build a granular map of your operations: how work flows between people, and where every friction, bottleneck, and inefficiency lives.
A transformation roadmap tailored to your operations and business goals, with impact analysis, technical feasibility, and implementation timelines.
Agents upskill your teams and track adoption month over month, then step in to build and ship the automations wherever implementation is needed.
A short walkthrough of the platform, from the interview agent to automations running in production.
Plenty of tools will draw you a diagram of your company and hand you a slide deck. Our product goes almost all the way on its own. It runs the interviews, maps your operations, and builds the automations. For the last mile, our forward-deployed engineers put those systems into production inside your own infrastructure, which you keep full control over, model-agnostic across Anthropic, OpenAI, and Google.
You walk away with a company that operates differently, not a report about one.
The product deploys interview agents across your teams, in parallel, on their own schedule, without blocking anyone.
You receive a complete view of how your company works, with the automation opportunities surfaced and ranked.
The system starts shipping. The highest-impact automations go into production while you keep running your business.
Your systems keep learning as your company evolves. The map stays alive, the automations keep improving.
Understand your entire operation in days, the time a traditional review spends scheduling its first meeting.
You don't get recommendations. We build, deploy, and run the systems. The default is always to act.
Every week puts something real into production, and the automations keep improving as your company evolves.
Operators. We've built several AI companies that run almost fully autonomously.
The knowledge is already in your company. Let's map it and put it to work.