How AI is changing the way panel shops write quotes
AI won't replace your estimator's judgement — but it will delete the blank-page time. Here's what AI-assisted quoting actually looks like on the shop floor.
For most panel shops, the slowest part of winning a job isn't the repair — it's the quote. Photos get taken, then sit on a phone. Someone finds time between jobs to write everything up. Back and forth with the insurer. Meanwhile the customer waits. Sometimes they book elsewhere in the meantime.
AI is starting to change that, not by taking over the estimate, but by removing the tedious first pass.
What AI-assisted quoting is — and isn't
Let's be clear about the boundaries.
It is: a fast, consistent first draft. Point a model at photos of the damage and it can identify panels, suggest repair versus replace, and estimate labour and paint hours. You get a starting point in seconds.
It isn't: a replacement for your estimator. Pricing, judgement calls, hidden damage, and the realities of your shop are yours to set. The AI drafts; a human decides.
Think of it like a very fast apprentice who fills in the obvious line items so your experienced estimator can spend their time on the decisions that actually need experience.
Where the time actually goes
Break down a typical quote and the time isn't in the thinking — it's in the mechanics:
- Sorting and labelling photos
- Typing out line items that insurers understand
- Confirming insurer allowed times and rates
- Formatting something clean enough to send
AI plus a well-designed tool removes most of that. The estimator arrives at a draft that's 80% there and spends their attention on the 20% that matters.
What good AI quoting looks like on the floor
A few things separate a genuinely useful setup from a gimmick:
- Specialised tools. Sure ChatGPT will write you a quote, getting a consistently accurate writeup is another thing entirely
- Photos in, draft out. If you still have to type the whole quote, the AI isn't doing its job. Good quality photos will ensure success
- You stay in control of price. The AI suggests scope; you own the numbers. AI will get you most of the way there, but ultimately a human must be responsible for outcomes
The knock-on effects
Faster quoting isn't just an internal efficiency. It changes outcomes:
- Higher conversion. The shop that quotes first often wins the job.
- Fewer errors. Consistent drafting means fewer forgotten line items.
- A better customer experience. Customers can receive their quotes faster, leading to less follow up phone calls and more 5 star reviews
Getting started without the risk
You don't need to overhaul your business to try this. Add an AI-assisted quoting layer in front of your existing workflow, quote a handful of real jobs, and measure the time saved. Keep it if it earns its place.
That's exactly how PanelGear is designed to be used. See how it works, or start a free trial and point it at your next job.