The Promise of AI Estimating
AI-powered estimating systems are being developed to analyse photos and generate repair quotes automatically, often before the vehicle even reaches a repairer. The idea is appealing — fewer delays, more consistency, and quicker decisions. For busy workshops struggling with staffing or time pressures, it could sound like a lifeline.
AI could become a powerful support tool: identifying common damage patterns, suggesting repair times, and streamlining data entry across platforms. In the right hands, it could save hours and reduce bottlenecks in the workflow.
The Risk of Losing Control
But there’s another side to this story — one that raises real concern for repairers. Many of these systems are being built and funded by insurers. The same AI that speeds up the process could also be used to pre-price jobs before a repairer even inspects the vehicle.
That’s where the danger lies.
AI can’t yet “see” what a trained estimator sees. It can’t account for hidden structural damage, prior repairs, or the subtle variations in OEM requirements. It doesn’t understand labour differences between shops, nor the on-the-ground challenges of sourcing parts or managing complex repairs.
If insurers begin to rely solely on AI-generated estimates, repairers could face tighter controls, less flexibility, and shrinking margins — all under the banner of efficiency.
The Balance Between Technology and Experience
AI shouldn’t replace estimators; it should empower them. The best outcomes will come when technology supports human judgement, not overrides it. Repairers bring something AI can’t replicate — context, intuition, and accountability.
The question isn’t whether AI will enter the smash repair estimating space — it already has. The real question is: how will we adapt, protect our expertise, and ensure repairers remain at the centre of the process?
The Future of Estimating is in Our Hands
The next few years will determine how deeply AI integrates into our industry — and who it truly serves.
Used the right way, AI can be a powerful ally: improving accuracy, speeding up approvals, and helping repairers work smarter, not harder.
But if it becomes a tool controlled solely by insurers, it risks stripping away the very expertise that keeps repairs safe, compliant, and profitable.
Technology should never replace professional judgement — it should support it.
As repairers, we must stay informed, stay adaptable, and ensure our voice remains central in shaping this change.
Because no matter how advanced the software becomes, it’s experience — not algorithms — that truly understands the repair.