Normalize the descriptions
ShopBrain makes vendor and repair terminology easier to compare without changing the source records.
All platform features
Part matching
Connect what the shop bought to the repair that used it.
ShopBrain suggests relationships between purchased parts and repair lines so job cost, margin, and inventory findings become more complete.
What this changes
Improve true job cost
Give a repair line a defensible cost based on reviewed purchasing evidence.
Find unmatched spend
See purchases that have not been allocated to a repair, inventory position, or return.
Keep people in control
Strong suggestions can be confirmed quickly while uncertain ones wait for manual review.
Why it matters
A clearer way to answer the operating question.
Vendor and repair systems often describe the same part differently. ShopBrain compares the available evidence—such as SKU, description, device, quantity, timing, and price—to suggest likely matches without pretending every suggestion is certain.
How it works
From source evidence to a useful decision.
Score the evidence
Multiple signals contribute to a confidence score instead of relying on a single text match.
Confirm or reject
A team member reviews the suggestion, and the decision becomes part of the evidence history.
Included capabilities
The practical pieces behind the outcome.
SKU comparison
Description similarity
Device and model context
Date and quantity checks
Confidence scoring
Decision audit trail
Plain answers
What owners usually ask.
Will every part match automatically?+
No. ShopBrain only suggests relationships supported by the available evidence. Ambiguous parts remain unmatched until a person decides.
Does confirming a match edit RepairDesk?+
No. The relationship is stored inside ShopBrain for analysis and traceability. RepairDesk remains unchanged.
Keep exploring
Related ShopBrain topics
Connect the evidence. Understand the operation.
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