Eligibility & coding
Coding assist
Suggested codes, accepted one at a time by a person. The coding assistant suggests ICD and procedure codes for review. Each suggestion is accepted or rejected individually. Coding tools that "auto-code" a chart create a quiet compliance risk. What ships here includes icd and procedure code suggestions; per-code accept and reject. Used day to day by biller, supervisor roles, with availability marked available. Open the sample screen on the right, then walk the steps below — or book a demo and put your hand on the same flow with synthetic data.
Coding assist · suggestions to review
Codes become final only when a coder accepts them one by one.
What it is
The coding assistant suggests ICD and procedure codes for review. Each suggestion is accepted or rejected individually. Nothing becomes final coding without a staff member choosing it.
The problem it solves
Coding tools that "auto-code" a chart create a quiet compliance risk. Coders end up rubber-stamping long lists instead of thinking about each code.
Process
How it works, step by step
- 1
Request suggestions
Open coding assist on an encounter or claim.
- 2
Review each code
Suggestions arrive as a list with reasoning, never pre-applied.
- 3
Accept per code
Accept the ones you agree with, reject the rest, add your own.
- 4
Move on to the claim
Accepted codes flow into the claim, which still goes through scrubbing and approval.
What's included
Everything below is part of coding assist today.
- ICD and procedure code suggestions
- Per-code accept and reject
- Reasoning shown with each suggestion
- Coder can add codes the AI missed
- Decisions recorded for audit
- Works alongside specialty rules
The guardrail
Coding is a human decision in MEDBIX. Suggestions never apply themselves.
What isn't live yet
Where it fits: the human approval gate
This is the part of MEDBIX we care about most. It's four steps, it can't be switched off, and it's the reason billing companies can use AI without losing sleep.
- Person decides
- MEDBIX
- 1
Edit & scrub
Person decidesFix or acknowledge findings.
- 2
Send for review
Person decidesClaim moves to pending review.
- 3
Approve or return
Person decidesA named person decides.
- 4
Only then, submit
MEDBIXApproved claims are queued.
Audience
Who uses it
These roles work with this feature day to day. Access always follows what your admin assigns.
Works closely with
More in Eligibility & coding
Deep dive
What Coding Assist means in daily ops.
Practical context for Coding Assist: how teams use it, where it sits in the loop, and what to ask in a demo.
- Tied to how billing work actually splits
- Clear on human vs machine responsibility
- Links into related MEDBIX areas
Practice
Where this shows up on a busy day.
From morning eligibility checks to end-of-day posting, Coding Assist connects to the queues your team already lives in.
- Morning coverage and claim build
- Midday scrub and approval
- Afternoon denials and patient pay
Control
Keep a person on the send button.
Whatever page you're on, MEDBIX keeps AI in a propose role. Approvals, posting and rule activation stay human.
- Named approvals
- Visible AI proposals
- Immutable audit trail
Next
See Coding Assist against your volume
Bring your payer mix and the friction you feel today. We'll map it onto sample data in thirty minutes.
- Sample data only
- Your questions drive the agenda
- Written follow-up after
Common questions
Does it replace certified coders?
No. It's built to save coders time on the obvious parts so they can focus on the judgement calls.
Can we accept all suggestions at once?
No, on purpose. Each code is a separate decision.
Will it show CPT descriptions?
Code descriptor display can be subject to AMA licensing. We'll confirm what's licensed for your account.
Want to walk MEDBIX against your real claim mix?
Thirty minutes with sample data. We'll follow one claim through the gate, then talk about your payers, practices and where the rework hurts today.
Notes from the billing floor
Occasional, practical writing on denials, A/R and running a billing company. No spam, unsubscribe any time.