Denials & A/R
Denial intelligence
Fix suggestions grounded in denials you've already solved. The denial intelligence agent looks at similar denials your company resolved before and proposes a patch to the claim. Accepted proposals are applied to the draft only. Most denial fixes have been figured out before, by someone on your team, months ago. What ships here includes proposals based on your resolved outcomes; applies to draft only. 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.
Denial work queue · prioritized
- CLM-24-07702CO-197 Precert absent$2,480
- CLM-24-07655CO-4 Modifier inconsistent$612
Denial intelligence
Similar denials fixed by moving modifier 59 to line 2.
What it is
The denial intelligence agent looks at similar denials your company resolved before and proposes a patch to the claim. Accepted proposals are applied to the draft only. The claim still needs scrubbing and approval before it goes anywhere.
The problem it solves
Most denial fixes have been figured out before, by someone on your team, months ago. That knowledge rarely makes it into the next biller's hands.
Process
How it works, step by step
- 1
Open a denial
From the queue, open the denied claim.
- 2
See the proposal
The agent shows a suggested change and the past outcomes it's based on.
- 3
Apply to draft
If you agree, the change lands on a draft copy. It isn't sent.
- 4
Review and resubmit
The draft goes through scrubbing and the approval gate like any other claim.
What's included
Everything below is part of denial intelligence today.
- Proposals based on your resolved outcomes
- Applies to draft only
- Confidence gating: general advice when history is thin
- Grounded suggestions when there's enough history
- Every proposal visible in the activity feed
- Never resubmits by itself
The guardrail
With little history, the agent says so and stays general. It doesn't pretend to know.
Where it fits: denial workflow
Denials are where money is won back. The workflow keeps them organized and puts your team's experience to work.
- Clearinghouse / payer
- MEDBIX
- AI proposes
- Person decides
- 1
Denial detected or imported
Clearinghouse / payerFrom remittance, responses or import.
- 2
Prioritized work queue
MEDBIXMost important first.
- 3
Denial intelligence proposes (optional)
AI proposesBased on similar resolved denials.
- 4
Human reviews → apply to draft
Person decidesOnly if accepted.
- 5
Scrub → review → resubmit
Person decidesSame gate as any claim.
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 Denials & A/R
Deep dive
What Denial Intelligence means in daily ops.
Practical context for Denial Intelligence: 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, Denial Intelligence 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 Denial Intelligence 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
What if the agent has nothing similar to learn from?
It falls back to general guidance and tells you that's what it's doing.
Can it learn from other companies?
Cross-company patterns are off unless there's explicit legal consent.
How do we trust it?
You see what it's based on, and you decide whether to apply it.
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.