IndustriesFranchising
AI for franchise brands, researched at a scale no team does by hand.
Hundreds of locations, all hiring for the same licensed role, all drawing from the same schools. Nobody has the full list of those schools. We build research agents that find the ones you missed, source every figure they report and rank where to start.
What gets in the way
- A school list built by hand, thin on detail and missing the ones that matter most.
- Eleven fields to research per school, hundreds of schools, no team to do it.
- Schools that teach the role on paper and graduate nobody into it.
- A confident wrong answer that sends a recruiter to the wrong door.
What we build
- Research agents for discovery, screening and detail, held in line by plain code
- Your own spreadsheet, kept, with new columns and the schools you didn’t have
- A program check on every school, so recruiters only call where there’s someone to hire
- Verification of every cited page, with no model grading its own work
- Confidence and applicability scores on every record
- A priority score in plain code, with the rubric written out and every weight yours to change
Client work
1,193 schools in the finished database
572 new schools found beyond Hand & Stone’s original list
68 of 201 top-tier schools that were not on the original list
Read the story
Use cases
Research at scale
Research no team could do by hand, with a source on every figure.
Customer support agents
Support agents that answer from your own records, and hand off before they guess.
Knowledge assistants
An assistant over your own documents that answers with the page, or admits it has none.
AI evaluation
Before you trust it, test it. Before you buy it, test the number.
Services that fit
Bring us the project that matters most.
Tell us what you’re building and what’s in the way. You’ll hear back within 24 hours.