Pishon Digital

Pro Estimator

Pro Estimator is professional automotive estimation software designed to simplify, speed up and improve the vehicle repair estimating process.

Pro Estimator is professional automotive estimation software designed to simplify, speed up and improve the vehicle repair estimating process. Built for automotive workshops, body shops, assessors, insurers and fleet operations, Pro Estimator helps businesses create accurate repair estimates, manage vehicle damage, calculate parts and labour costs, generate professional reports and keep estimation information organised in one central platform. Instead of relying on spreadsheets, paperwork and disconnected systems, Pro Estimator provides a structured digital workflow for turning vehicle inspections and repair requirements into professional estimates. Core Value Proposition Smarter Estimates. Stronger Decisions. Pro Estimator helps automotive businesses reduce estimation time, improve accuracy and provide customers and stakeholders with clear, professional repair estimates

BusinessAUTOMOTIVE INDUSTRY WORKSHOPComing soon

The problem

What problem does this software solve?

Pro Estimator Product Description Pro Estimator is professional automotive estimation software designed to simplify, speed up and improve the vehicle repair estimating process. Built for automotive workshops, body shops, assessors, insurers and fleet operations, Pro Estimator helps businesses create accurate repair estimates, manage vehicle damage, calculate parts and labour costs, generate professional reports and keep estimation information organised in one central platform. Instead of relying on spreadsheets, paperwork and disconnected systems, Pro Estimator provides a structured digital workflow for turning vehicle inspections and repair requirements into professional estimates. Core Value Proposition Smarter Estimates. Stronger Decisions. Pro Estimator helps automotive businesses reduce estimation time, improve accuracy and provide customers and stakeholders with clear, professional repair estimates. Problems Pro Estimator Solves 1. Manual Estimation Many automotive businesses still depend on spreadsheets, handwritten notes or manually calculated estimates. Problem: Manual processes take time and increase the possibility of calculation and data-entry errors. Solution: Pro Estimator centralises estimation and automates calculations within a structured digital workflow. 2. Slow Quote Preparation Creating a professional vehicle repair estimate can require gathering vehicle information, parts, labour, paint and material costs. Problem: Slow quotations can delay repairs and affect customer experience. Solution: Pro Estimator allows users to create and manage estimates from one platform, reducing unnecessary administrative work. 3. Inaccurate Cost Calculations Repair estimates can contain multiple cost categories, including parts, labour, paint, materials and additional services. Problem: Errors in calculations can result in underquoting, overquoting or unexpected costs. Solution: Pro Estimator provides structured cost calculations and clear estimate breakdowns. 4. Poor Estimate Organisation Vehicle information, repair details, quotations and customer information can become scattered across different documents and systems. Problem: Finding historical estimates and tracking jobs becomes difficult. Solution: Pro Estimator provides a centralised digital environment for managing estimates and related information. 5. Unprofessional Quotations Customers and insurers need clear documentation explaining what work is required and how costs were calculated. Problem: Basic spreadsheets and informal quotations may not communicate information professionally. Solution: Pro Estimator enables businesses to produce structured, professional estimates and reports. 6. Lack of Visibility Managers need to understand what estimates have been created, their values and their current status. Problem: Businesses can struggle to monitor estimation activity and performance. Solution: Pro Estimator provides dashboards, reporting and organised estimate records to improve operational visibility. 7. Administrative Overload Estimators can spend significant time on repetitive administrative tasks instead of focusing on vehicle assessment and customer service. Problem: Administrative work reduces productivity. Solution: Pro Estimator digitises repetitive estimation and documentation processes so teams can focus on higher-value work. Pro Estimator Solutions Digital Vehicle Estimation Create structured estimates for vehicle repairs from a centralised platform. Parts & Labour Calculation Break estimates into parts, labour, paint, materials and other repair costs. Professional Reports Generate clear, professional documentation that can be shared with customers, insurers and other stakeholders. Estimate Management Store, search and manage estimates digitally instead of relying on disconnected spreadsheets and paperwork. Vehicle Records Maintain organised vehicle and customer information alongside estimation records. Business Dashboard Give managers visibility into estimates, values, workloads and business activity. Faster Workflows Reduce repetitive administrative tasks and allow estimators to process estimates more efficiently. Data & Reporting Use historical estimate information to understand business activity, costs and estimation trends.

The solution

How Pishon Digital solves it

See problems

Core features

What it does

Estimator

Estimates prices automatically

Inside the product

Product modules

Ai integration

Pro Estimator is AI integrated for better and advanced user experience

Intelligence

AI capabilities

Priority 1 — AI Photo Damage Analysis
Core AI Feature
Allow the estimator to upload vehicle damage photographs and have AI identify visible damage and affected components.
AI can detect and highlight:
Dents
Scratches
Cracks
Broken components
Bumper damage
Panel damage
Headlight and lighting damage
Glass damage
Paint damage
Visible deformation
Multiple damage areas
The result should be a visual damage map showing what the AI believes is damaged.
Why this comes first
This is the foundation for everything else. Current automotive AI systems already use computer vision to analyse vehicle images and identify damaged components.
Pro Estimator experience
Upload Photos → AI Detects Damage → Estimator Confirms
The estimator should be able to accept, reject or edit every AI finding.
Priority 2 — AI Estimate Builder
Highest-Value Workflow Feature
Once damage has been identified, Pro Estimator should automatically create a draft estimate.
AI can suggest:
Repair vs replacement
Parts required
Remove & refit operations
Labour operations
Labour hours
Paint operations
Materials
Related components to inspect
Additional operations
The AI converts the damage analysis into actual estimate lines.
This is where Pro Estimator moves from being an AI damage detector to an AI estimating platform.
Industry platforms such as Mitchell and CCC already demonstrate the value of converting vehicle images into component-level estimate lines.
Pro Estimator experience
Damage Detected → AI Builds Draft Estimate → Estimator Reviews → Final Estimate
Priority 3 — AI Estimate Review / Smart Check
Essential Quality-Control Feature
Before an estimate is finalised, Pro Estimator should automatically review it.
The AI looks for:
Missing labour
Missing parts
Duplicate parts
Missing paint/material operations
Unusual labour hours
Inconsistent quantities
Missing related components
Incomplete vehicle information
Unusual pricing
Potentially overlooked damage
Example
AI REVIEW
Front bumper replacement selected. Installation labour has not been included.
Suggested Action: Review bumper remove/refit operation.
This feature is extremely valuable because it doesn't need to replace the estimator. It acts as a second set of eyes.
AI-powered estimate review and reinspection are already being used in the collision-repair ecosystem to identify estimate issues and route work for human review.
Priority 4 — AI Repair & Hidden-Damage Assistant
High-Value Safety Feature
After identifying visible damage, AI should ask:
“What else should the estimator inspect?”
For example:
Front-End Collision
AI may recommend checking:
Bumper reinforcement
Mounting brackets
Radiator support
Cooling components
Headlamp mounts
Parking sensors
Radar/sensor components
Wiring
Adjacent panels
The system should clearly distinguish between:
Detected Damage
and
Recommended Inspection
It should never present a suspected hidden component as confirmed damage without verification.
This is particularly important because image-based AI is strongest when identifying visible evidence; deeper or hidden damage still requires professional inspection.
Priority 5 — Pro Estimator Copilot
AI Assistant
Instead of creating a generic chatbot, build an AI assistant directly into the estimate.
Call it:
Pro Estimator Copilot
The estimator can ask:
“What am I missing?”
“Review this estimate.”
“Why did you recommend replacing this part?”
“What should I inspect next?”
“Explain this estimate to the customer.”
“Compare this estimate with the previous version.”
“Create a professional assessment summary.”
“Find inconsistencies in this estimate.”
The Copilot should have access to the current vehicle, photos, damage analysis and estimate, making it substantially more useful than a standalone AI chatbot.

Integrations

Built to connect

Integrations are on the roadmap — this space is reserved for them.

Security

Built with security in mind

These are the architectural principles behind every Pishon Digital product — not a certification claim.

Encrypted by default

Data is encrypted in transit and at rest.

Least-privilege access

Access is scoped to what each role actually needs.

Isolated by design

Customer data is kept separate and contained.

Reviewed at every stage

Security is considered from design through deployment.

Preview

See it in action

Pro Estimator preview 1 of 9
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Who it's for

Built for the people who need it

PANEL BEATERS, MECHANICS, AUTO ENGINEERS

Eligibility

Who can buy this

  • SOUTH AFRICA
  • EUROPE COMING SOON

Ready to transform how you operate?

Talk to us about Pro Estimator and what it could mean for your organization.