Estimate & Insurance Quote

Q: Can the automation work with my existing supplier and labour rate databases?

Yes. The cost and pricing agent integrates with supplier APIs and labour rate databases you already use, pulling current pricing in real time so estimates always reflect up-to-date costs.

Q: Will the system handle both standard and insurance-compliant estimate formats?

Yes. The automation detects whether a claim is insurance-related and generates the appropriate document format, including claim reference numbers and insurer-specific wording, without manual reformatting.

Q: What happens to existing estimate data and job history?

Your existing estimates and job records remain in place. The automation logs new estimates to your job management system going forward, so you maintain a complete history.

Q: How does the system handle vehicle types and damage scenarios it hasn't seen before?

The damage assessment agent learns from your photo library and past estimates. For unfamiliar scenarios, it flags the estimate for estimator review before sending, ensuring accuracy while still saving time on routine assessments.

Faster, accurate repair estimates reach insurers and customers without the manual back-and-forth that kills shop throughput.

288 hrs

Manual time identified

Companies have mapped

Map This Automation

About This Automation

Creating vehicle damage estimates manually requires estimators to photograph damage, measure parts, search for labour rates and supplier costs, and compile everything into a formatted document. This repetitive work consumes per estimate and introduces pricing errors.

Automation captures damage photos and notes, looks up current labour and parts costs automatically, calculates totals with markup and tax, and generates both standard and insurance-compliant estimates in minutes.

Key features:

Analyze damage photos and notes to identify parts and repair decisions automatically

Query supplier and labour databases to fetch current pricing in real time

Calculate totals, markup, and tax without manual spreadsheet work

Generate standard and insurance-compliant estimate documents from templates

Email estimates to customers and insurers with automatic filing

Log estimates and job status to your management system instantly

Data insights How it works Apps used What you get FAQ

Top friction points when done manually

The issues teams report most often with this process

#	Friction point	Companies Report This
1	Manual supplier and labour lookups Estimators search multiple sources for current part and labour costs, wasting time and risking outdated pricing.	80%
2	Repetitive data entry into documents Copying part numbers, labour descriptions, and calculations from spreadsheets into estimate templates introduces typos and delays.	67%
3	Insurance format reformatting Insurance claims require separate document versions with specific wording and claim references, doubling document creation work.	53%
4	Pricing calculation errors Manual markup and tax calculations result in 3-5 errors per month, requiring rework and customer communication.	40%
5	Job tracking delays Estimates are logged manually into the job management system after delivery, creating lag in job status visibility.	26%

Disclaimer

Automation readiness

How well-suited this process is for automation

Process Pain Score™

7.8/ 10

AI Fit Rating™

8.6/ 10

Automation Lift Index™

8.4/ 10

Hidden Overhead™

7.1/ 10

How The Automation Works

The full workflow, from trigger to completion.

1. Damage Assessment Submittedtrigger

Estimator uploads photos and damage notes via a form or mobile app. The automation is triggered and begins processing the job.

2. Extract Damage Data and Classify Parts

The automation analyzes photos and notes to identify damaged parts, assess repair vs. replace, and extract key measurements. Output is a structured damage report.

3. Look Up Labour and Part Costs

The automation queries supplier APIs and labour guides to fetch current prices for identified parts and labour hours. Costs are matched to the damage report.

4. Calculate Estimate Totals

The automation sums labour and parts, applies shop markup and GST, and produces a final estimate total.

5. Generate Estimate Document

A document generation service creates a professional estimate PDF with photos, part details, labour breakdown, and totals.

6. Create Insurance-Compliant Version

If the claim is flagged as insurance-related, a second version of the estimate is generated with insurer-required fields and formatting.

7. Send Estimate and Log Job

The estimate is emailed to the customer and insurer, filed, and the job record is created with estimate details and status.

Most popular tool stack used

— the complete tool combinations companies use

52% of companies

28% of companies

15% of companies

Disclaimer

What you get when you map this process

Everything you need to understand, plan, and build your automation.

ROI and business case

What this process costs today and what changes once it's automated.

Launch schedule

What gets built, in what order, and what success looks like once it's live.

Process runbook

How the automation runs day to day, including exceptions and human decision points.

Developer handover pack

Full build spec, logic, and configuration — ready to hand off without a briefing call.

Integration and connections guide

Every tool connection, credential, and data mapping the build needs.

Test and QA plan

272 hrsIdentified

4Mapped

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Frequently asked questions

Everything you need to know before mapping this process.

What happens to estimates that require special handling, like high-value claims or complex repairs?

The automation handles standard estimates end-to-end. For complex or high-value claims, estimators review the automated damage assessment and cost calculation, then adjust as needed before sending to the customer or insurer.

Can the automation work with my existing supplier and labour rate databases?

Will the system handle both standard and insurance-compliant estimate formats?

What happens to existing estimate data and job history?

How does the system handle vehicle types and damage scenarios it hasn't seen before?

View more FAQs

Process pain:7.8/10

Mapped by:4 Companies

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Page updated 10 August 2026