Practice with a purpose.
Guided hands-on exercises give painters a defined skill to work on, rather than another video to watch. The work happens on real practice surfaces—not just on a screen.
Mobile AI coach · Automotive refinishing
Better painters.
One practice at a time.
Turn hands-on practice into visible progress. We’re building a mobile coach that combines guided exercises, camera-assisted feedback, and competency milestones for collision repair shops.
Early-stage product. Built to support practice—not replace an experienced trainer.
The practice loop
Practice. Observe. Refine. Record.
Our pilot commitments
Proof before promises.
Validate the feedbackTest AI assessments against human expertise.
Build with shopsLearn from paying pilots before expanding.
Keep claims honestTraining records, not industry certification.
Designed for the workshop
Skill is built.
Not just watched.
Refinishing courses already exist. Our focus is the space between instruction and consistent execution: guided practice with a record of what a painter has demonstrated.
Start focused. Expand with evidence.
Additional modules, richer learner records, and school or industry partnerships belong on the roadmap—not in today’s promises.
See what needs another pass.
Camera-assisted feedback is intended to help learners examine their results and identify what to practice next. The pilot will test that feedback against experienced painters’ judgment.
Earn progress through practice.
Required practice milestones and documented competency progression are designed to make development visible to both the learner and the shop. Completion is recorded, not assumed.
Plans & pilot scope
A considered first step for your shop.
Explore available subscription options. Pilot participation, supported exercises, and commercial terms must be confirmed separately before your shop commits.
Free
For individuals getting started
$0/month
- 1 workspace
- Up to 3 team members
- Basic analytics
- Community support
Before you get started
For collision repair shops
Help shape the next
generation of painters.
Bring your training challenges to the pilot. Help us test what useful feedback—and meaningful progress—looks like on the shop floor.
Register pilot interest
Express interest. Confirm scope before committing.