AI applications to reduce medical cost

Stop errors before they become payments

Falcon’s AI agents evaluate activity across contracting, authorizations and medical bills, then investigate cases end‑to‑end to stop improper payments.

CLINICAL HISTORY REGULATORY GUIDES CLINICAL GUIDELINES YOUR RULES MEDICALBILL FINDINGS YOUR REVIEWER VERDICTS REFINE THE RULES CLINICAL HISTORY REGULATORY GUIDES CLINICAL GUIDELINES YOUR RULES MEDICALBILL FINDINGS YOUR REVIEWER VERDICTS REFINE THE RULES
Fig. 01 · Medical necessity review application
Results in deployment
6 in 10
findings never spotted before
10x
faster than manual review
100%
of cases reviewed, every tier
6–11%
of health spend AI can recoverNEJM Catalyst 2026

The problem

01 Improper charges arrive
02 You find some reasons
03 You fix that payment
04 Waste returns, fraud adapts

Fraud adapts to rules you add, and waste hides in the documents nobody reads.
As a result, your team is stuck in a reactive cycle: reading a fraction of what arrives, across disconnected systems, after the payments already went out.

How it works

AI applications and agents for decisions that reduce medical cost.

Falcon provides the data infrastructure and AI agents to review your structured and unstructured data and run workflows that evaluate every case from start to finish. Your reviewers decide what counts.

01

Connect

Everything that decides a case

Documents, databases, regulation and your rules, ingested as is.

02

Structure

One model of your operation

Each record tied to its context, each rule to where it applies.

03

Run

Workflows for your needs

Some report, some act, each traceable to its rule.

04

Decide

Every verdict refines the rules

Your reviewers decide, and the system learns from every verdict.

Why Falcon

Built for healthcare’s constant change.

Evaluate the whole context

One decision can need the history, the authorization, the contract and the bill at once. Falcon reads and relates all of it in one connected model, from the thousand-page hospitalization bill to the few-hundred-dollar expense.

Get ahead of waste and change

Rules, tariffs and behaviors shift all year, and the model keeps up. A correction lands once and every case after runs on it, so more gets caught earlier.

CHANGE OR CORRECTION EVERY CASE AFTER CHANGE OR CORRECTION EVERY CASE AFTER

Decisions you can trust

Each finding states its rule and its evidence, and traces back through the chain that produced it. Verdicts from your reviewers land in the memory; the next case runs on all of it.

FINDING RULE EVIDENCE VERDICT FINDING RULE EVIDENCE VERDICT

Payment integrity, end-to-end

Falcon runs the whole payment-integrity cycle, from contract to payment. Payers and providers take the recovered value where they need it: more coverage with the same team, or straight to their financials.

CONTRACT AUTHORIZATION BILL PAYMENT CONTRACT AUTHORIZATION BILL PAYMENT

Complete coverage

One set of agents.
Every decision that moves medical cost.

Falcon’s agents learn how your operation contracts, authorizes and bills, and stay ahead of regulation as it changes, so they can act on a wide range of improper activity, for payers and providers alike.

Contracting

What is delivered, at what price.

Contract intelligence

Answers what was agreed, rate by rate.

Rate benchmarking

Compares prices across your network.

Payment variance

Finds what was billed off contract.

Value-based contract performance

Tracks each program against its terms.

Contract modeling

Simulates new terms on real utilization.

Authorizations

What care gets authorized.

Prior authorization review

Evaluates each request against criteria.

Prospective medical necessity review

Checks necessity before care starts.

Concurrent review

Follows the episode while it runs.

Utilization analytics

Surfaces over- and under-use patterns.

Risk stratification

Flags high-need members early.

Bills

What gets paid.

Medical necessity review

Validates each charge against the record.

Fraud, waste and abuse detection

Uncovers improper patterns at scale.

Claims editing

Catches coding errors and duplicates.

Claims repricing

Prices every line exactly as contracted.

Denial and appeal management

Gives every denial and appeal its reasons.

Case studies

PRIVATE HEALTH PLAN · LATIN AMERICA

Medical necessity review across the full account, validated by the plan’s own medical team.

Read the case

MEDICAL AUDIT FIRM · LATIN AMERICA

Falcon beside the firm’s own auditors, surfacing findings the human audit had never reported.

Read the case

Named references are available under NDA during diligence.

Next steps

Start reducing medical cost through contracts,
authorizations and bills.

Get a demo

See how Falcon helps healthcare organizations reduce medical cost.

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