RESARVEN

Fix complicated damage
with robots.

Resarven builds physical AI that reads damaged geometry and restores it. Our autonomous cells scan a hail-damaged panel, work each dent with force-controlled pulls, and verify the surface back to factory spec.

RESARVEN CELL · SIMULATION INITIALIZING SURFACE PASS MAX DEV 0.0 MM F 000 N MAX DEV ··· SCANNED SURFACE TARGET GEOMETRY CYCLE 001 · TRAINING EXAMPLES 0000
FIG. 01 · THE RESARVEN CELL SCAN · PULL · VERIFY · PASS

The problem

Everything about a damaged car is software. Except the repair.

Estimating, imaging, claims: decades of software sophistication wrapped around a repair that is still one skilled human with a rod.

And there are not enough of those humans. The training pipeline replaces fewer than half the technicians the industry needs, and when a storm hits, the shortage lands all at once.

The result is a market that runs on scarcity: months of backlog, prices set by travel schedules, and repairable cars written off because nobody was available to fix them.

42%
of annual technician demand is met by the collision repair training pipeline. TechForce 2026 Supply, Demand & Opportunity Report
MONTHS
of backlog across a region after one bad hail season, while scarce technicians chase the storms.
TOTALED
is what insurers call a repairable car when nobody is around to fix it.

The product

The Resarven Cell.

A self-contained repair cell that takes a hail-damaged panel from scan to sign-off without a technician on the tools. A depth camera maps the surface against factory spec, a force-controlled arm works each dent from the front side, and the cell rescans until the panel passes.

The original paint never breaks: no filler, no respray, no color match. And because the cell measures everything it touches, every repair comes with the record to prove it.

Resarven Cell · spec
REPAIRPaintless dent repair, front-side pulls
SENSINGDepth scan, sub-millimeter surface map
VERIFICATIONEvery dent measured against factory spec
FINISHOriginal paint preserved
RECORDSBefore and after scans for every panel
UPTIMERuns day and night

How it works

One loop: scan, pull, verify.

The cell works a panel the way a technician does: measure, touch, measure again. It never guesses and it never gets tired.

01

Scan

A depth camera maps the panel and compares it against the geometry the part is supposed to have.

02

Pull

A force-controlled arm makes one corrective pull. The model decides where to touch the panel and how hard.

03

Verify

Rescan the same spot. If the surface has not converged on target, pull again until it passes.

04

Learn

Every panel makes the system better. What one cell learns, every cell knows.

Safer, cheaper, and faster than scarce technicians traveling storm to storm. The cell runs day and night, and it improves with every panel it touches.

First market

Built for hail season.

One storm can dent every horizontal panel on ten thousand cars. Crews fly in, regional backlogs stretch for months, and insurers total cars that could have been saved.

Resarven cells deploy where the storm hits and work the queue around the clock. No travel, no fatigue, no triage. Panels in, passed surfaces out, at storm scale.

What the cell handles
DAMAGEHail strikes, shallow dents
PANELSHoods, roofs, decklids
PAINTIntact and preserved
VOLUMEStorm scale, thousands of repairs
OPERATORSHail catastrophe teams and fleets
HAIL EVENT · SIMULATION CLEAR
FIG. 03 · ONE STORM, THOUSANDS OF DENTS

Contact

Talk to Resarven.

Resarven is a robotics company. The team comes from experienced engineers from UC Berkeley and UCLA who worked on the claims software that runs the US collision industry, alongside robotics research at UC Berkeley.

Hail catastrophe and fleet operators

Tell us about your worst season: the backlog, the total losses, the storm-to-storm math. Pilot conversations are open.

REQUEST A DEMO

PDR and force control specialists

If you are an elite PDR technician or you work on force control, we are recruiting the first hands this system learns from.

Our mission

Rebuild anything humans create.

Everything people build eventually gets damaged. Machines that can see the damage, know what the object is supposed to be, and restore it will change what it costs to keep the physical world running. We are starting with cars. We are not stopping there.