Five Agents. One Fleet. The Trigger Is the Product.

When a repair slides, three clocks start ticking. The rental authorization has to be extended through Enterprise ARMSAutomated Rental Management System — Enterprise's portal for shops and carriers to manage loaner authorizations. Extensions require manual entry of delay codes and new return dates. or Hertz HIRSHertz Integrated Rental System — Hertz's equivalent portal. Most DRP shops juggle both depending on which carrier sent the customer.. The carrier wants a delay note posted in their portal with the right reason code. And the customer — watching a pickup date move on them — wants a human-sounding text before they hear it from anyone else.

The agent fires the instant the ECDEstimated Completion Date — the live delivery promise inside the shop management system. When it slips, every downstream notification obligation slips with it. in the workfile changes. It drafts the ARMS or HIRS extension with delay code and new return date, prepares the carrier delay note with the right reason code, and sends the customer-facing SMS directly. The portal drafts sit in a one-click approve queue for the front office; the text goes out on its own. One event, four updates, a few seconds of human touch.

Why shops care: the portal tax is real. The average 12-bay shop loses 40+ hours a month to status-sync busywork. This agent zeros it.

Every estimate in CCC ONECCC Intelligent Solutions — the dominant estimating platform used by roughly 28,000 North American collision shops., Mitchell, or Audatex carries an invisible checklist — the P-PagesProcedure Pages — the rules in every estimating system that dictate which operations are included in a labor time and which must be written as separate line items. — defining which operations are built into a labor time and which must be written manually. Masking. Weld-through primer. Ceramic coating removal. OEM rivets. Final test drive. Feather-prime-block on adjacent panels.

The agent fires when an estimator saves a draft. It parses every op, cross-references the live P-Page rules plus DEGDatabase of Expert Justification — the industry clearinghouse for inquiries and rulings on what the estimating systems do and don't include by default. rulings plus OEM position statements, and produces a missing-line report with citations already attached — every gap flagged with the exact reference. The estimator opens the report next to their draft and applies the lines in seconds.

Why it works: this is not a knowledge problem. It's an attention problem. The agent has infinite attention on every file. Your estimator gets to keep thinking about the repair.

SubletWork performed off-site by a specialist vendor — scans, calibrations, ADAS work, paintless dent repair — that the shop invoices through the primary repair order. invoices hit the inbox as PDFs. An estimator opens it, matches the VIN, types the operations into the estimate, calculates the DRPDirect Repair Program — contractual arrangement between a carrier and a shop. Each DRP specifies the maximum sublet markup the shop can invoice.-contracted markup, posts the line items, and uploads the PDF to the portal. Every job. Twice a day on a busy shop.

The agent does all of it on email arrival. OCR reads the invoice, VIN matches it to the workfile, the DRP profile determines the allowed markup, and the line items are prepared with the marked-up math. The PDF attaches directly via the platform's ImageAttachment API; the estimator applies the pre-built line set with one click.

Edge win: the markup math is never wrong and never forgotten. Every dollar of allowable margin gets captured.

When VINVehicle Identification Number — the unique 17-character code on every vehicle. Decoding it at intake reveals make, model, year, drivetrain, and build options. decode flags an EV, a cascade of documentation requirements wakes up: HV isolation procedure, lock-out/tag-out record, 50-foot thermal quarantine log, OEM-specific battery-state attestation, PPE sign-offs. The regulatory and liability stakes are real — and carriers are increasingly disputing EV jobs that don't have clean compliance trails.

The agent fires on VIN decode at intake. It pushes the complete compliance checklist to the tech's mobile device with OEM-specific steps, prepares the HV safety labor lines with full citations, and logs the quarantine placement timestamp. The tech taps through each step; the compliance line set waits in the estimator for one-click apply.

Why it matters now: 61 documented EV compliance lawsuits against shops through Q4 2025. Every BEV/PHEV that enters without a paper trail is a liability event waiting to close.