--- title: "Windshield Damage Estimator — Photo-to-Price AI Agent | FieldCamp" url: "https://fieldcamp.ai/ai-agents/windshield-damage-estimator/" date: "2026-07-10T00:00:00.000Z" modified: "2026-07-19T00:00:00.000Z" type: "WebPage" resource: "https://fieldcamp.ai/ai-agents/windshield-damage-estimator/" timestamp: "2026-09-14T07:38:24.740Z" author: name: "FieldCamp Team" word_count: 819 reading_time: "4 min read" summary: "Home https://fieldcamp.ai/ \\ AI Agents https://fieldcamp.ai/ai-agents/ \\ Windshield Damage Estimator Windshield Damage Estimator The Windshield Damage…" description: "An AI agent that reads windshield damage photos, judges repair vs replace with stated confidence, and prices from your rates — minutes, not site visits." language: "en" --- [Home](https://fieldcamp.ai/)\>[AI Agents](https://fieldcamp.ai/ai-agents/)\>Windshield Damage Estimator # Windshield Damage Estimator The Windshield Damage Estimator is an AI agent in FieldCamp that analyzes damage photos uploaded in chat — assessing severity, judging repair-versus-replace, and estimating cost from your configured pricing — so a customer's picture becomes a priced answer in minutes instead of a scheduled look-see. Triggers on photo uploadAssesses repairabilityPrices from your rates [Deploy this agent](https://calendly.com/jeel-fieldcamp/30min)[Browse all agents →](https://fieldcamp.ai/ai-agents/) A real template from the FieldCamp marketplace, configured on your operation. Setup included in your plan. ## About this agent Where it came from Built for auto glass — where every lead starts with "can you send a picture?" and the picture, read well, is most of the estimate. In glass work the photo is the inspection: chip or crack, in the driver's sightline or not, spreading from the edge or stable — a trained eye prices most jobs from a clear picture. The bottleneck was never the judgment, it was that the judgment had office hours. This agent gives the judgment a 24/7 shift. A customer's photo gets analyzed for damage type, size, and location; the repair-or-replace call gets made with a confidence level; and the estimate comes from your pricing table. Clean cases get answered in minutes. Ambiguous ones get flagged to a human with the analysis attached — which is exactly when a human should look anyway. ## What it actually does Trigger: Photo uploaded in chat / manual 1. 1 Receives the photos`chat_image_upload` Fires when damage photos land in chat — from the lead-triage conversation or sent directly. 2. 2 Reads the damage`analyze_damage` Type, size, and position — chip versus crack, sightline, distance from the edge. 3. 3 Makes the repair-or-replace call`judge_repairability` With a stated confidence — low confidence routes to a human instead of guessing. 4. 4 Prices it from your table`estimate_cost` Your configured rates by damage class and glass type — never invented numbers. What you get Photo in, priced assessment out — severity, repairability, and cost from your rates, with the uncertain cases routed to a human. ## A run, as you’d see it Agent runs land on a timeline — what fired, what the agent found, and the action waiting for a human. This is that screen. Damage photos received 2 photos · via lead chat 87% confidencePending Details Assessment 10in crack, driver side — replace Summary Crack extends from the edge into the driver's sightline — repair not viable. 2022 F-150 windshield replacement at your configured rate: $389 plus recalibration. Recommend booking; crack will spread. DismissSend estimateRun log keeps every step Assessments are drafts for your team by default; sending the price to the customer is your call — or your rule, once the accuracy has earned it. ## By trade Same agent, configured to how your vertical actually works. Auto glass The original: chip-versus-crack, sightline rules, ADAS recalibration flagging. [Roofing](https://fieldcamp.ai/industries/roofing/) The same pattern reads shingle damage photos for storm-response triage. ## Questions, answered ### How accurate is photo-based estimating? On clear photos of common damage, very — and the agent states its confidence per assessment, routing anything ambiguous to a human with the analysis attached. The failure mode is a human looking anyway, which was the old process for everything. ### Where does the pricing come from? A pricing table you configure — damage classes, glass types, recalibration add-ons. The model judges the damage; your table prices it. It never invents a number. ### Can this work for trades other than auto glass? The template is glass-specific, but the pattern — photo in, classified assessment out, priced from your table — configures for any trade where photos carry the diagnosis. Ask us on a call. Details Availability In the FieldCamp marketplace Category Operations Trigger Photo uploaded in chat / manual Typical cost per run $0.05–$0.15 per photo set Image analysis plus a short assessment. Customize the pricing table to your business during setup — the rates are yours, not the model's. Works with FieldCamp ChatFieldCamp EstimatesImage analysis Updated June 2026 Want this running on your operation? Fifteen minutes. We'll walk through your workflow and configure the agent around it — setup included in your plan. [Book a 15-minute call](https://calendly.com/jeel-fieldcamp/30min) — Keep browsing ## More agents _like this one._ [Inbound Lead TriageCommunicationHandles inbound SMS and lead forms 24/7 — qualifies the request, collects photos, and escalates to your team for quoting.→](https://fieldcamp.ai/ai-agents/inbound-lead-triage/)[Estimate DrafterFinancialAnalyzes each new service request, searches your past similar jobs, and drafts a detailed estimate for approval.→](https://fieldcamp.ai/ai-agents/estimate-drafter/)[Request-to-Estimate DrafterFinancialTurns request notes into a draft estimate scope — price book, similar jobs, and stated assumptions included.→](https://fieldcamp.ai/ai-agents/request-to-estimate-drafter/) [Browse the whole library →](https://fieldcamp.ai/ai-agents/) ## Have an agent idea _we haven’t built?_ The ideas section of this library exists because customers keep asking "could it just…?" Bring yours. If it should exist, we build it — and it ships as a template like this one. [Book a 15-minute call](https://calendly.com/jeel-fieldcamp/30min) No demo deck. Just your business and ours.