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Understanding Risk Ratings in WickedFile

Risk Rating is a feature in WickedFile designed to help you identify potentially problematic areas in your shop’s operations. Risk Ratings are applied to different types of data — including transactions, statement line items, parts, and repair orders (ROs) — and help you quickly spot what needs your attention. Each item is automatically scored and labeled as High, Medium, or Low risk (sometimes Pending) based on several factors unique to its data type.

💰 Transactions

Risk Ratings for transactions evaluate how likely a purchase might be unapproved, incorrect, or fraudulent.
Key factors include:

  • Vendor type — Higher-risk vendors (e.g., restaurants or retail stores) are less typical for automotive expenses compared to core vendors (e.g., parts or towing).

  • Transaction amount — Larger amounts carry greater financial impact and thus higher risk.

  • Missing proof of purchase — Lack of documentation raises the risk level, especially as the transaction ages (max risk at 35 days).

  • Payment method — Checks are considered higher risk due to being harder to trace.

  • Missing data — Missing vendor or location info slightly increases risk due to lower transparency.


🧾 Statement Line Items

For statement line items, WickedFile applies similar logic as transactions but focuses more on timing and completeness:

  • Age of the charge — Older, unresolved charges increase risk.

  • Amount — Higher-dollar charges raise the score.

  • Missing invoice — A large, old charge with no uploaded invoice will be flagged as high risk.


🔧 Repair Orders (ROs)

Risk Ratings for ROs help identify potential profit leaks or accounting issues.
Risk is elevated when:

  • Overall RO margin, part margin, or labor margin is low or negative.

  • Parts associated with an RO (where the PO number equals the RO number) appear unbilled, incorrectly billed, or credited.

  • Credit memos are uploaded but not reconciled correctly.


🟢🟡🔴 Risk Categories

Risk Level

Description

🟢 Low

No immediate concerns detected.

🟡 Medium

Some factors indicate possible review needed.

🔴 High

Significant risk — should be investigated promptly.

Pending

Risk Rating not yet calculated or awaiting data.


 


🧠 Why It Matters

WickedFile performs the heavy lifting of reconciliation and analysis behind the scenes — highlighting only what looks riskiest for your team to validate. This allows you to focus on preventing fraud, correcting errors, and protecting profit without digging through every transaction manually.