An AI incubator

Specialized Software for Uncommon Problems

We're a team of operators building purpose-made software for the work we've actually done. Real workflows. Real constraints. AI used where it earns its place, and nowhere else.

What we build

Tools that fit the work, not the other way around.

Flagship product

A workflow platform built for special education teams.

Five focused modules - IEP drafting, evaluation reports, records review, meeting documentation, and related-services scheduling - designed to give over-documented, under-resourced staff back the one thing they need most: time.

5Workflow modules
6-stepData protection pipeline
100%Human-reviewed AI output
ModularAdopt one or all

Who we work with

Education is where we started. It's not where we stop.

We partner with any business that has a specific, repeatable problem where generic AI tools have already failed them.

Special EducationCompliance-heavy operationsField & service businessesNiche professional servicesHealthcare-adjacent workflowsPublic-sector teams

How we work

Focus over flash

Deep utility for specific operators. Not a horizontal feature looking for a use case.

Human in the loop

AI drafts and surfaces. People stay accountable for every decision that matters.

Data sanctity

Sensitive records are extracted, scanned, and redacted before AI ever sees them.

Operator built

Designed by people who have actually done the jobs they're now helping automate.

Have a problem worth building for?

Tell us what you're trying to fix. If it's the right shape of problem, we'll dig in with you.