The Library · By industry

AI agents for roofing and exterior contractors

What a custom agent looks like inside a roofing, siding or gutter contractor — including the part of the business nobody else writes about properly, which is everything that happens between the adjuster, the supplement and getting paid.

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A roofing company running insurance work is really two businesses stapled together. One installs roofs. The other is a documentation operation that exists to prove to a carrier what the first one did and what it was worth, and that second business is where the margin is won or quietly lost. Most of the administrative load in a storm-driven contractor is not scheduling — it is photographs, measurements, line items, scope disagreements and follow-up with people who are not in a hurry to call you back.

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.

AccuLynx / JobNimbusRoofing CRM and job management

The system of record for most residential roofers — leads, jobs, photos, estimates, material orders and job costing in one place. Both have APIs, and both hold enough history that an agent working here has real context to draw on.

EagleView / HoverAerial and photo measurement

Measurements and material lists produced from imagery. Feeds estimating, and the reports themselves are documents an agent can read rather than a human retyping the squares.

XactimateInsurance estimating

The language carriers actually settle in. Line-item scope, pricing and supplements. Not a friendly integration target, so most agents work with the exported documents rather than inside it — which is fine, because the exported estimate is what the arguments are about.

CompanyCamJob documentation

Timestamped, geotagged photos organized by property. In insurance work this is evidence, not record-keeping, and it is the single most valuable input a supplement or a warranty claim can draw on.

Supplier orderingMaterials

ABC Supply, SRS, Beacon and their ordering portals. Pricing and delivery confirmations mostly arrive as documents and emails rather than through a clean connection.

QuickBooksAccounting

Where the money lives, and rarely in agreement with the job platform on what a job actually cost once supplements and change orders are counted.

Carrier and adjuster correspondenceInsurance workflow

Almost entirely email, phone and portal uploads, varying by carrier. There is no standard here, which is exactly why it consumes so much administrative time and why it rewards an agent that can read and track correspondence.

Podium / BirdeyeCustomer messaging and reviews

The text thread with the homeowner, plus review generation after completion.

Angi / storm lead sourcesLead generation

Leads arriving by email and app during a storm cycle, in volume, at exactly the moment nobody in the office has time to enter them.

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 responded to a submitted supplement
  • Homeowners with an approved claim who have not signed the contract
  • Insurance checks issued to the homeowner and not yet endorsed to you
  • Depreciation held back on a completed job and never released

The Intake

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

  • Storm-cycle leads arriving faster than anyone can type them into the CRM
  • Adjuster correspondence and carrier documents landing in a shared inbox
  • Photos from crews that need to be filed against the right property
  • Homeowner calls after hours during the two weeks that matter most

The Drafter

Writes the recurring document from your own past work.

  • The supplement narrative, assembled from the photos, the measurements and the original scope
  • The letter to the carrier explaining why a line item is warranted
  • The homeowner-facing explanation of what their claim actually covers

The Watcher

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

  • Claim deadlines and carrier response windows
  • Manufacturer workmanship warranty registration windows after completion
  • Crew and installer certifications required for a manufacturer warranty
  • Permits and required inspections before final invoicing

The Answer Desk

Answers from your own records, not from the internet.

  • "What is my claim status?" — answered from the job record instead of a callback
  • What this manufacturer requires for a warranty to be valid
  • What was actually approved versus what was submitted, asked by a crew lead

The Scribe

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

  • The adjuster meeting becomes a record of what was agreed on the roof
  • The inspection becomes the scope notes, the photo set and the next step

The Reporter

Assembles the recurring report from systems that do not talk.

  • Jobs by claim stage, and where each one is stuck
  • Supplement approval rate by carrier and by estimator
  • Job costing that includes supplements, so you know the real margin

The Reconciler

Matches two sets of records and queues only the exceptions.

  • Supplier invoices against what was ordered and delivered to the property
  • Carrier payments against the approved scope, line by line
  • Crew pay against completed and verified work

The Connector

Two systems that do not talk, now talking.

  • The roofing CRM and QuickBooks, which disagree once supplements land
  • Measurement reports flowing into estimates without retyping
  • Photo documentation attached to the job record automatically

The Gatekeeper

Applies your rules, escalates only what needs judgment.

  • Whether a job is documented well enough to submit a supplement
  • Discounts or deductible handling requests, checked against your policy
  • Whether a crew is certified for the warranty this job requires

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