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AI Worklists

Stop working the oldest claim. Work the recoverable one.

Every open claim is ranked on what can actually be done about it today, how much is genuinely recoverable, and how close it is to a deadline. Your team opens a shortlist worth working rather than a backlog sorted by age.

  • You can see why a claim ranks
  • Split by stage of the cycle
  • A next action on every row
AI Priorities worklist ranking claims by appeal potential, dollar value, and filing deadline, each row carrying a suggested next action.

The AI Priorities worklist: the priority score, the denial and deadline flags, the recommended action, and the reasoning behind it on every row.

What it does

Ranks by recoverable value

What is genuinely collectable, not what was billed — so a contractual adjustment you already agreed to never pushes a claim up the list.

Protects the deadline

A workable claim with a closing appeal or filing window surfaces regardless of size, because a missed window is not a partial loss.

Recommends the next step

Not “follow up” — the specific move. Append the modifier, attach the primary EOB, open a pricing dispute, with the root cause and the evidence to gather.

Splits work by stage

Pre-claim, in-flight and recovery are different jobs. Somebody clearing authorisation holds should not be scrolling past denials they cannot act on.

How it works

  1. 1

    Every open claim is assessed

    What state it is in, what it is worth, how long it has sat and how much window is left.

  2. 2

    It is ranked and flagged

    A priority and a tier, plus the badges that explain them — the denial reason, days remaining, missing paperwork.

  3. 3

    A recommendation is attached

    The root cause, the next step, the evidence to gather, and how likely this kind of claim is to be recovered.

  4. 4

    The list opens as a shortlist

    Filtered to what is genuinely worth working, with the full book one toggle away.

Ranking nobody can explain is ranking nobody trusts

A team will quietly abandon a worklist the moment its order stops making sense. So every claim can tell you why it sits where it does, in terms a biller recognises — and the answer is the same every time they look.

  • Open any claim and see what drove its position, in plain language rather than a score with no story.
  • The same claim always ranks the same way, so two people looking at the same queue see the same thing.
  • The reasoning is written for a biller, not for a data scientist.
  • Nothing is hidden behind “the model decided” — if the order looks wrong, you can see why and tell us.

What the ranking weighs

  • Is there a move available today

    A coding error you can correct and rebill beats one already sitting with the payer.

  • How much is genuinely recoverable

    The balance actually at stake, not the billed amount.

  • How long it has been sitting

    Older money is harder money, and it gets weighted that way.

  • How much window is left

    A closing appeal or filing deadline outranks almost everything.

Rows that say what is actually wrong

A worklist has to be readable at a glance or it becomes a spreadsheet people export and ignore. Each row carries a small set of flags drawn from the claim itself, so the shape of the work is obvious before anyone opens it.

  • Appealable denials are marked as such, so nobody spends an afternoon appealing a deductible.
  • Outstanding payer paperwork and “gather this before you act” evidence are deliberately different labels.
  • Deadline flags escalate as the window narrows and keep counting after it has closed.
  • Filing and appeal windows follow each payer's own terms rather than one blanket assumption.

Row vocabulary

  • Appealable

    A denial with a live dispute path still open.

  • Aging out

    Days remaining on the appeal or filing window.

  • Missing docs

    The payer is pending on records or coordination of benefits.

  • Evidence needed

    The recommendation names documents to gather first.

  • Underpaid

    Remitted below contract, and the claim is still open.

Status is a poor proxy for a denial

Most worklists filter on claim status, and that quietly hides work. A claim can be denied and then partially paid, or denied and already under appeal. In both cases the status no longer reads “denied” — but the money is still contested, and a status filter will walk straight past it.

  • Denials are tracked from what happened to the claim, not inferred from its current status label.
  • Contractual adjustments and patient balances are kept out of denial counts — neither is a denial, and neither should start an appeal clock.
  • Encounters blocked before submission are ranked on their own terms, by what is at risk and how close filing is.
  • Resolved work stays available for zero-balance review rather than disappearing.

Lanes

  • All work

    Everything open, ranked. A to-do list, not an archive.

  • Pre-claim

    Coverage, authorisation, coding and submission holds.

  • In-flight

    Submitted and waiting. Chase what has gone quiet.

  • Recovery

    Denied, underpaid or under appeal.

  • Resolved

    Paid and closed, kept for zero-balance review.

By what is worth doing next

Ranked

By what is worth doing next

Not by whatever happens to be oldest

Open any claim and see why

Explainable

Open any claim and see why

The order is never a black box

Closing windows surface first

Deadline aware

Closing windows surface first

A missed window is a total loss, not a partial one

Pre-claim, in-flight, recovery

By stage

Pre-claim, in-flight, recovery

So a queue matches the job someone is doing

Common questions

Why does a small old claim rank below a new large one?
Because age is only one part of the picture. A claim you can act on today with real money at stake is worth more of your team's time than an old one with a balance that costs more to chase than it returns.
Can we see why a claim is ranked where it is?
Yes, on any claim. The explanation is written for a biller and stays the same every time you open it, so the queue can be questioned rather than just obeyed.
Can we still work the list our own way?
Yes. Search across claims, patients, procedure and denial codes, filter by payer, status, owner and tag, or turn the shortlist off and see the entire book.
How does this fit with our existing queues?
It is a prioritisation layer, not a replacement workflow. Owners, statuses and assignment work the way your team already works — what changes is the order they come in.

See AI Worklists run against your own claims.

We’ll walk your team through a live workspace using a sample of your data, and show exactly where the recoverable dollars are.