The platform

The shop OS — with an intelligence layer on top.

OTTO COLLISION OS runs the whole shop, then layers on the AI intelligence no estimating platform provides: P-Pages gap analysis, carrier behavior intelligence, and AI-drafted supplements.

INTEL — the layer no estimator has

Import the carrier estimate → AI gap analysis with a fight/accept call per line → carrier-calibrated supplement, in one workflow. The intelligence CCC and Mitchell structurally can't build.

The whole shop OS

LEADS, FLOOR, DESK — pipeline, a 10-stage production board, estimating, parts, QC and ADAS. Everything from first inquiry to delivery on one platform.

Carrier intelligence from the network

Per-carrier approval rates, denial patterns, and fight probability — built from every supplement filed across the OTTO network. The moat compounds with every shop.

Complement, not replace

Keep CCC ONE, Mitchell, or Audatex exactly as they are. OTTO COLLISION OS reads what the carrier sent and tells you what was missed.

Product

Built for the shop that runs the volume.

LEADS · FLOOR · DESK

The shop, without the swivel-chair

Intake to delivery in one flow. Techs see the board on any device, the desk sees cycle time in real time, leads convert without leaving the estimate.

  • VIN-first intake with carrier auto-detect
  • Board view that mirrors physical bay layout
  • Live cycle-time and CSI on every RO
INTAKE · 08:12
TEARDOWN · 09:40
PAINT · 13:22
QC · 15:05
INTEL · PARTS · REPORTS

See the network, not just the shop

OTTO benchmarks your labor rates, parts vendors, and carrier performance against the MOTORMESH network — anonymized, always fresh.

  • Vendor scoring by fill rate and return rate
  • Labor rate benchmarks by zip and skill
  • Carrier scorecards refreshed weekly
Progressive94%
State Farm87%
GEICO72%
Allstate68%
OTTO · The companion

An AI that reads P-Pages like a veteran estimator.

OTTO lives on the right side of every screen. It explains, routes, unlocks, and — with your approval — acts. Ask it what changed on a supplement, why a line was denied, or what a specific adjuster historically pays.

See OTTO in action
Ask OTTO
"What did GEICO cut from RO 48231?"
Removed R&I bumper — cite P-Pages 4.2
Reduced blend time by 0.4 hrs
Denied cavity wax — OEM 2019+ requires
Integrations

Sits on top of the stack you already run.

Keep your estimating platform exactly as it is. OTTO COLLISION OS imports what the carrier sent, decodes the VIN, sources parts through the network, and tracks the supplement — no rip-and-replace, no double entry.

Estimating
  • CCC ONE
  • Mitchell Cloud
  • Audatex
OEM procedures
  • ALLDATA
  • OEM1Stop
  • I-CAR RTS
Parts
  • OPS
  • APU Solutions
  • PartsTrader
Accounting
  • QuickBooks
  • Sage Intacct
  • NetSuite
Get started

Put your shop on OTTO COLLISION OS.

Bring one carrier estimate. We'll show you the gap, the carrier intelligence, and the supplement — in a 20-minute live demo.