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AI agent for medical coders

Coding Query Resolution Agent

Resolve documentation gaps and code only what is supported.

Coding Query Resolution Agent: what goes in, what the agent does and what you get

What it does

A coder who finds unclear documentation sends a query to the provider, and the answer can take weeks or get lost. This agent reads encounters where the documentation does not support a code, such as a diagnosis without the clinical support. It drafts a query that follows compliant rules: non-leading, with the clinical facts and options. It tracks responses and reminds the provider. When an answer arrives it checks whether it supports the code. If the answer is unclear, it drafts a follow-up query instead of changing the code. The coder approves the final codes. Edge case: a query that reads like it suggests a diagnosis is rewritten to ask open-ended options.

How it works

Follow the arrows from top to bottom. The orange dashed arrow is the loop: when a check fails, the agent goes back and tries again.

Start and resultWhat it doesA check on its own workWaits for your OKGoes back and retries
Yes, continueYes, continueYes, continueApprovedNoNoNo 1 STARTS WHEN Encounter has a documentation gap 2 USES A TOOL Read the notes and the assigned codes 3 DOES Find the code the notes do not support 4 DOES Draft a compliant, non-leading query 5 CHECKS THE RESULT Is the query free of leading language and does itlist clinical facts? If not: Rewrite it with open-ended options. Back to step3. 6 USES A TOOL Send the query and track the response 7 CHECKS THE RESULT Did the provider answer within the time limit? If not: Send a reminder, then escalate to the codinglead. Back to step 5. 8 DOES Check whether the answer supports a code 9 CHECKS THE RESULT Is the answer clear? If not: Draft a follow-up query instead of changing thecode. Back to step 4. 10 YOU APPROVE Coder approves the final codes 11 RESULT Codes updated and query closed
Read the steps as a list
  1. Encounter has a documentation gap
  2. Read the notes and the assigned codes
  3. Find the code the notes do not support
  4. Draft a compliant, non-leading query
  5. Is the query free of leading language and does it list clinical facts?If not: Rewrite it with open-ended options. Back to step 3.
  6. Send the query and track the response
  7. Did the provider answer within the time limit?If not: Send a reminder, then escalate to the coding lead. Back to step 5.
  8. Check whether the answer supports a code
  9. Is the answer clear?If not: Draft a follow-up query instead of changing the code. Back to step 4.
  10. Coder approves the final codesThe agent waits here for your OK.
  11. Codes updated and query closed

How it decides

It queries only when documentation does not support a code, and it changes a code only from a clear provider answer.

  • Query when the notes do not support the code
  • Never suggest a diagnosis in the query
  • Remind after 3 days and escalate after 7
  • Keep the query and answer in the record

Make it yours

Every agent is a starting point. You choose these settings for your own situation.

  • Reminder timing (default 3 and 7 days)
  • Query template
  • Who escalates
  • Codes that need queries

What keeps you in control

It always asks you first

  • Coder approves final codes and queries

Hard limits

  • Never change a code from an unclear answer
  • Never send a leading query

It stops when

  • Done: final codes match the documentation
  • Stop: the provider declines to answer and the coder uses the supported codes

Set it up

We guide you through the set-up, step by step

Members get the full set-up guide for this agent. No technical skills needed: you copy, paste and upload.

10 minto set it up in your AI
5 AIsChatGPT, Claude, Copilot, Gemini, Grok
  • One set of instructions to paste into your AI, with the clicks for ChatGPT, Claude, Microsoft 365 Copilot, Gemini and Grok
  • The agent then walks you through connecting your own data, one source at a time
  • A downloadable copy with the flow chart, the rules and the full guide
Get access to this agent

An example run

What happensThe note says sepsis but lists no organ dysfunction. The agent drafts a query listing the lab values and asking for the clinical significance with options including other and unable to determine. The provider answers vaguely. The agent drafts a follow-up and the second answer is clear. The coder approves the revised code.

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