The Library · By industry

AI agents for restoration and remediation contractors

What a custom agent looks like inside a water, fire or mold restoration contractor — the ten roles in your language, and what each plugs into in a business running Encircle, DASH or Xactimate against carrier requirements.

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Restoration is documentation work performed under emergency conditions and paid for by a third party who was not there. Everything about the business is shaped by that: the job starts at two in the morning, the money depends on moisture readings and photographs taken correctly on day one, and payment arrives weeks later only if the file supports every line. The technical work is well understood. The file is where companies win or lose.

What an agent plugs into here

The honest version of "does it integrate with my software." These are the systems this industry actually runs on, and what each one means for a build.

XactimateInsurance estimating

The language carriers settle in, with line-item scope and pricing that supplements are argued in.

Encircle / MICAField documentation

Moisture readings, photos, sketches and drying logs captured on site, which is the evidence the entire claim rests on.

DASH / PSA / Restoration ManagerJob management

The operational system of record for jobs, crews, equipment and billing across a portfolio of active losses.

Moisture and drying equipment logsCompliance

Daily readings that must demonstrate a drying standard was met, and the most common place a file falls apart.

Carrier and TPA programsWork sources

Program work arriving with its own requirements, timelines and scorecards, each measured differently.

QuickBooksAccounting

Where the money lives, rarely agreeing with the job system once supplements and equipment charges land.

Equipment trackingAssets

Air movers and dehumidifiers deployed across dozens of properties, billed daily, and frequently lost.

Emergency intakeDispatch

Calls arriving at any hour, where response time is contractually measured on program work.

The ten agents, in your language

Each of these is a real build, not a feature of a product you already pay for. Follow one through to see how it works in general.

The Follow-Up

Nothing you are owed gets dropped.

  • Adjusters who have not approved a submitted estimate or supplement
  • Homeowners who have not signed a work authorization
  • Outstanding balances after the carrier has paid its portion

The Intake

Whatever arrives, in whatever format, becomes a clean record.

  • Emergency calls at any hour, triaged and dispatched with the property identified
  • Program assignments arriving through carrier and TPA portals
  • Field documentation from technicians needing filing against the loss

The Drafter

Writes the recurring document from your own past work.

  • The supplement narrative built from moisture logs, photos and the original scope
  • Daily and completion reports in the format each carrier program requires
  • Homeowner explanations of what is covered and what is not

The Watcher

Knows what expires, renews or comes due — and says so first.

  • Program response and documentation deadlines per carrier
  • Equipment still deployed on jobs that have finished drying
  • Certifications and licenses required for mold and biohazard work

The Answer Desk

Answers from your own records, not from the internet.

  • "When will my house be dry?" — answered from the drying log
  • What this carrier program requires on the file, asked by a project manager
  • Where a claim stands, asked by a homeowner mid-job

The Scribe

The conversation becomes the record, without anyone typing it up.

  • The adjuster site meeting becomes a record of what was agreed
  • The daily site visit becomes the log entry and the next action

The Reporter

Assembles the recurring report from systems that do not talk.

  • Jobs by stage and by carrier program, with what is holding each
  • Equipment utilization and billing days against equipment deployed
  • Cycle time against program scorecards

The Reconciler

Matches two sets of records and queues only the exceptions.

  • Carrier payments against approved scope, line by line
  • Equipment days billed against equipment actually on site
  • Subcontractor invoices against authorized scope

The Connector

Two systems that do not talk, now talking.

  • Field documentation flowing into the job management system
  • The job system and QuickBooks
  • Program portal assignments creating jobs without retyping

The Gatekeeper

Applies your rules, escalates only what needs judgment.

  • Whether a file is documented well enough to submit
  • Scope decisions that need an adjuster's agreement before work proceeds
  • Emergency dispatch decisions against program response commitments

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