AGX Agents

Agents that recover leaked revenue and margin.

AGX finds execution drift, proves the recovery action on historical cases, and runs the approved workflow inside policy.

AGX
End-product example Billing Readiness Agent Revenue leakage control before invoice close
$2.16M recoverable leakage validated before rollout
38% leakage reduction
68% finance rework reduction
None policy violations
Control Prepare review packets for eligible invoice exceptions, but never release invoices. The governed business rule and boundary.
Agent Billing Readiness Agent checks invoice candidates each week, prepares the packets, and asks finance for review. The operational worker that applies the control.
ROI before rollout Audit chain sealed
Connects to the systems where execution drift already leaves evidence
Databricks Snowflake SAP Salesforce Kafka
The operating pain

Your board tracks the outcomes. AGX fixes the daily execution gaps causing them to miss.

The numbers move at board level. The causes hide in the work: late approvals, missing proof, unmanaged exceptions, stale terms, cost drift, and manual cleanup.

01

EBITDA leakage

The board sees

Margin variance and cost overruns.

The reality

Small execution gaps compound into lost profit. Missed recoveries, unmanaged exceptions, and manual rework drain margins without ever showing up as one clean line item.

The AGX difference

AGX finds the repeatable execution gaps behind the leakage, tests the recovery action against history, and shows what margin could be protected before anything changes.

02

Cash and working-capital drag

The board sees

DSO pressure and poor cash conversion.

The reality

You are creating value, but losing it in transit. Missing evidence, approval bottlenecks, and operational delays slow cash conversion and force finance to chase proof after the fact.

The AGX difference

AGX identifies which cases are not ready to move, prepares the missing evidence, and keeps finance approval intact instead of letting an agent push work forward blindly.

03

Forecast blindspots and control costs

The board sees

Missed forecasts and heavy audit burden.

The reality

When exceptions are caught late, forecasts become excuses.

The AGX difference

Generic AI agents make this worse by acting without proof. AGX identifies operational risks early, proves the recovery action, and keeps your authority intact.

The AGX answer

AGX Agents turn drift into controlled recovery.

Each AGX Agent is built around a painful operating loop: detect the leakage, prove which action would have helped, prepare the work for the right owner, and measure what happened after the decision.

01 Find

where execution has drifted from contracts, policies, plans, approvals, or forecasts

02 Quantify

the dollars, cycle time, rework, risk, or forecast variance attached to the drift

03 Prove

which recovery action would have improved past cases before touching production

04 Operate

inside the policy boundary with human authority, rollback, and audit evidence intact

Outcome

A governed recovery action with evidence, owner decision, policy boundary, measured result, and audit chain.

AGX Agents

Start where the operating pain already has a dollar value.

AGX Agents are not horizontal chatbots. Each one is tied to a measurable business loss, a decision owner, and a permitted action boundary.

Billing

Billing Readiness Agent

Finds revenue leakage caused by missing evidence, stale rates, approval gaps, and scope recovery issues before invoice close.

Margin

Vendor Cost Drift Agent

Surfaces margin risk caused by vendor cost, staffing mix, contractor usage, fixed-fee exposure, and utilization drift.

Claims

Claims Integrity Agent

Connects claims, policy, evidence, decision, and outcome history so teams can review leakage, underpayment, and exception risk.

Procurement

Procurement Control Agent

Monitors supplier terms, purchase orders, approvals, receiving evidence, invoice exceptions, and spend leakage.

Agent examples

Start with one expensive workflow. Prove the recovery action. Then scale.

AGX Agents are domain-specific, evidence-backed, and policy-bound.

Pick the painful workflow where drift is already costing money.

AGX will show whether an AGX Agent can find the leakage, prove the recovery action, and operate without breaking your control environment.

Start diagnostic → See AGX Agents Read-only first · ROI before rollout · No action without policy