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Math accuracy

Deterministic Calculation Engine

Dollar amounts are calculated by deterministic rules, not guessed by AI.

Problem

The problem: AI math is not audit evidence

A CAM audit finding needs a reproducible calculation. If a model summarizes a clause and then guesses the amount, the partner cannot defend the number to a client, landlord, attorney, or internal reviewer. That risk gets worse when leases use caps, exclusions, occupancy adjustments, or multi-year compounding.

Solution

The solution: AI reads, Python calculates

CAMAudit uses AI for document extraction and classification, then sends financial work to deterministic Python rules. The calculation path can be inspected, re-run, and explained with the source inputs that produced the number.

Proof points

What this feature gives partners

Management fee calculations use explicit fee bases and percentages.

Pro-rata checks compare the lease-defined share against the statement share.

Cap and base year checks use deterministic formulas for supported lease structures.

AI never invents recovery dollars or performs final arithmetic.

Workflow

How deterministic math works

01

Read the governing terms

The engine uses extracted lease language to decide which formula applies.

02

Apply the formula

Python rules calculate expected charges, billed charges, and deltas.

03

Expose the inputs

Partners can review the assumptions behind each finding before publishing.

Related feature pages

Keep exploring the product

20-Rule Detection Engine

Every audit runs a consistent set of forensic CAM checks so partners do not depend on memory or one-off spreadsheet review.

Lease Citation Evidence

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

Confidence-Scored Findings

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

Related guides and tools

Strong internal links for deeper research

How the audit works

The separation between extraction, detection, and review.

White-label margin calculator

Model service economics around audit delivery.

CPA service-line ROI calculator

Model how CAM audit work can fit a partner advisory offer.

FAQ

Questions about deterministic math

Does CAMAudit use AI for any financial math?

No. AI assists with extraction and classification. Financial calculations run through deterministic code so the result is reproducible.

Why does deterministic math matter for partner delivery?

Partners need numbers they can explain. A deterministic calculation is easier to defend than a model-generated estimate because the inputs, formula, and result can be checked.

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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