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OHM · The AI team · Pricing Agent
Invoice entry

Pricing Agent

This is the largest of the six leaks, and the most ordinary. The contract says one number, the invoice says another, and nobody opens the contract for a bill this size.

Nothing is paid above the rate that was agreed.Every line is checked against the contract and the PO it belongs to. A variance does not get approved quietly — it stops, and it names the buyer who owns the contract.

What it checks

On every invoice, not a sample.

  • Line rate against the contracted rate for that item, that vendor, that period
  • Rate against the PO, where a PO exists and the contract does not cover the item
  • Price escalations claimed against the escalation clause that permits them
  • Freight, handling and surcharges against what the contract actually allows to be added

What it reads, what it writes

Reads

The vendor contract and its rate schedule · The purchase order · Invoice lines, item by item

Writes

A hold on the line, with the variance in both percentage and rupees · The contract clause the line was tested against · A note to the buyer who owns the contract

Where it sits in the team

Agents do not work alone. Each one hands its result to the next, so a finding raised here shows up as context downstream rather than being re-derived.

When it isn't sure

Where no contract covers the item, the agent says so rather than passing the line. An uncovered rate is a different finding from an overcharge, and it is reported as its own thing — usually it means a contract expired and nobody renewed it.

Why this matters more than the accuracy number

Any check that runs on every transaction will meet cases it cannot settle. What makes a control trustworthy is not that it never hesitates — it is that hesitation produces a named question for a person, rather than a silent pass or a silent block.

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