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Finding quality

Confidence-Scored Findings

Confidence scoring helps you separate clear math findings from issues that need judgment.

Problem

The problem: not every CAM issue has the same certainty

Some CAM findings are direct calculations. Others depend on lease interpretation, unclear statement labels, or missing landlord backup. Treating every issue as equally certain can lead to overstatement, uncomfortable client calls, and weak landlord follow-up.

Solution

The solution: confidence context on each finding

CAMAudit labels findings with confidence context so you can decide how to present them. The goal is not to make every issue sound certain. The goal is to make the evidence level clear enough for a responsible next step.

Proof points

What this feature gives your firm

High-confidence findings can be presented more directly.

Medium-confidence findings show where review or backup may be needed.

Low-confidence and advisory items are separated from confirmed totals.

Confidence context protects your credibility during delivery.

Workflow

How confidence scores works

01

Classify the evidence level

The engine evaluates whether the finding is directly supported or interpretive.

02

Show review posture

You see whether a finding should be delivered as confirmed, likely, or advisory.

03

Use the right client language

Delivery can match the evidence rather than forcing every item into the same tone.

FAQ

Questions about confidence scores

Do confidence scores guarantee recovery?

No. Confidence scores describe evidence quality, not a recovery guarantee. Landlord response, lease interpretation, and negotiation still matter.

How should you use low-confidence findings?

Low-confidence findings are best treated as review questions or backup requests, not as confirmed overcharge claims.

Next step

See how the full white-label platform fits together.