FIRE Technologies, LLC
Deterministic forensic
intelligence.
Software built by a forensic accountant to answer the one question that matters in any investigation: are the numbers honest? No sampling. No black box. A defensible answer, in plain English.
The product family
There was never just one.
One deterministic engine, expressed as three products, from courtroom-grade investigation to fast pay-application screening.

Reconciles the general ledger to the bank across every transaction, scores each one, and produces a forensic-grade Proof of Cash with a tamper-evident chain of custody.
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CANS
Reviews construction pay applications line by line against the contract with 26+ forensic rules, catching over-billing and inflated draws before the check is cut.
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CANS Lite
The high-volume gate. Screens each incoming pay application against key thresholds and returns a clear call: Pay, Desktop Audit, or Full Audit.
Explore CANS Lite →Why we’re different
Everyone’s selling AI. We give you the answer.
Deterministic
The same inputs produce the same result, every time. Reproducible and explainable, so it holds up under cross-examination, unlike a model that can’t take the stand.
Practitioner-built
Designed by a Certified Fraud Examiner with 26 years of investigative experience, for real engagements and expert testimony, not retrofitted after the fact.
Complete, not sampled
Every transaction is examined and scored, surfacing the anomalies that sampling routinely misses, and delivered in plain English.
FIRE Technologies, LLC
See what the numbers are hiding.
Request a walkthrough of FIRE, CANS, or CANS Lite, and see how a review becomes a defensible answer.

