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Finding quality

Confidence-Scored Findings

Confidence scoring helps partners 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 partners 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 partners

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 partner 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

Partners 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.

Related feature pages

Keep exploring the product

Partner Review Controls

Partners control what clients see, when reports are published, and how findings are positioned.

Lease Citation Evidence

Findings are stronger when the report shows the clause, statement line, and calculation path behind the issue.

Branded Report Delivery

Partners publish client-facing audit packages that carry their own brand and explain the recovery case.

Related guides and tools

Strong internal links for deeper research

Delivery resources

Materials for client findings conversations.

Operating a practice

How partners manage findings, delivery, and follow-up.

Partner playbook

A broader operating guide for CAM audit partners.

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 partners 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 partner platform fits together.

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Recovery of past CAM overcharges depends on your specific lease terms, including any audit rights deadlines or ‘binding and conclusive’ provisions, and on applicable state law.

State statute of limitations periods apply to written contracts and range from 3 to 10 years. Your actual lookback window may be shorter based on your lease.

CAMAudit is a document analysis platform, not a law firm, and nothing on this site constitutes legal advice. Consult a licensed real estate attorney before initiating any dispute or legal proceeding.

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