Our mission

We don't ship decks. We ship working systems.

We use AI to help operations-heavy businesses fix the workflow that's actually costing them time or money — and we prove it before we send an invoice.

Built AI-native

There's no pre-AI version of this practice.

We didn't start as a services shop and bolt agents on afterward. Every project starts the same way: scope the workflow, build the system with AI doing the grunt work and a person doing the judgment, and ship something you can test — usually inside two weeks, not two quarters.

Both jobs, one seat

Strategy and engineering, one team.

Strategy without engineering is a deck. Engineering without strategy is a backlog. We do both in the same seat — the person who scopes your problem is the person who writes the code. No hand-off, no account manager, no translation layer in between.

And we build systems you own, not hours you rent. When an engagement ends, you're left with a working system your team can run and extend — not a subscription that stops working the day the invoice does.

Who signs the work

Run like a studio, not a headcount story.

This is a solo practice, run like a studio: small in headcount, direct in accountability. One named person is responsible for every system we ship — not a delivery team, not a rotating account manager.

Our team

Sagar has 7+ years of experience building voice and agentic AI systems that make it to production, not just a demo. At Uniphore, he trained and deployed voice AI models at scale. As the first engineer at Saris, he built agentic workflow automation for credit unions from the ground up. Most recently, his focus has been prototyping and productionizing agentic AI workflows — turning promising demos into systems that hold up on real usage.