RCM automation for practices: eligibility before the visit, clean claims out, denials worked, balances collected
Your coordinator spends the morning on hold with payers, your prior auths go out by fax, and the denial that came back three weeks ago is still in someone's inbox. We build the money layer around athenahealth, eClinicalWorks, Dentrix, ezyVet or whatever you run. Coverage gets checked before the patient arrives.
What you get
3 things that decide this
- 01Coverage, benefits and prior auth settled before the patient walks in. Your front desk stops guessing at a copay, and the visit stops turning into a denial six weeks later.
- 02A claim checked against the payer's own rules before it leaves your building. A denial that lands in a work queue the same day, with its reason code, its dollar value and its appeal clock showing.
- 03One view of the money across your PMS, your clearinghouse and QuickBooks. What went out, what came back, what a payer is sitting on, and which balances your staff should chase this week.
From the eligibility check to the posted payment, and what each step writes back
These are the two stations of the practice workflow this layer owns, plus the reporting view the owner reads. Pick your system to see the write-back.
Station 01 · Eligibility, verification and prior auth
- Today
- Verification by phone and portal, 12 to 20 minutes a patient; prior auths by fax, around 13 staff hours a week per physician by the surveys practices quote; denials later for the ones that were wrong.
- What we automate
- Eligibility checked before the visit from the clearinghouse and payer portals, verification written into your PMS, prior-auth packets assembled from the chart and tracked to decision, with a work queue for the ones that need a human.
- What stays human
- A billing coordinator clears the exceptions and talks to the payer when it takes a person. Medical necessity is a clinician's call.
Writes to athenahealthInsurance and eligibility fields updated; prior-auth status on the encounter.
Station 02 · Claim, denial, statement
- Today
- Claims go out in a batch when someone has time, denials sit, and the patient statement goes out a month later to someone who's forgotten the visit.
- What we automate
- Claims scrubbed against payer rules before they leave, denials queued by reason and dollar the day they land, statements and payment links on a schedule, and a collections view by payer and patient.
- What stays human
- Appeals and the awkward patient-balance conversation stay with a person. We never post a payment without one.
Writes to athenahealthClaim status, denial reason and payment status on the encounter.
Station 03 · The owner's numbers
- Today
- Production, collections, no-show rate, new-patient source and payer mix pulled by hand from three systems that disagree, once a quarter, by the person who has the least time.
- What we automate
- Dashboards across the PMS, the clearinghouse and accounting: production and collections by provider, schedule utilisation, no-show and recall rates, new-patient conversion by source, denial rate by payer, refreshed on a schedule.
- What stays human
- What to do about the numbers is a practice decision. We make them visible and trustworthy; you decide.
Writes to athenahealthRead-only. Nothing written back.
Before these come the call, the booking and the visit itself. The healthcare hub walks the whole chain, station by station.
Four jobs the revenue layer takes, and what each one plugs into
Eligibility and insurance verification before the visit
Manual verification runs 12 to 20 minutes a patient by phone and portal, and eligibility errors drive 12 to 16 percent of claim denials (ADA 2024, via Curve and RevenueWell). We check coverage and benefits against the clearinghouse and the payer portals ahead of the visit. What comes back gets written into the patient's record in Dentrix, athenahealth, eClinicalWorks, ezyVet or whatever you run. The messy ones go to your coordinator, not to the patient standing at the desk.
Prior-auth packets assembled from the chart, tracked to decision
Physicians report 40 prior authorizations a week and about 13 hours of physician and staff time spent on them (AMA 2025 Prior Authorization Physician Survey). We pull the clinical evidence the payer wants out of the chart, build the packet, and send it the way that payer accepts. Then we track the case to a yes, a no or a peer-to-peer request. You see where every auth sits, and nobody has to re-dial to ask. Medical necessity is still argued by your clinician.
Claim scrubbing against payer rules, and denial queues that get worked
We check the claim against that payer's own edits before it goes out. Coding and modifier logic, CPT and ICD pairings, a missing auth number, a birth date that won't match. What comes back as a denial gets read off the 835 remittance and queued by reason code, dollar value and days left to appeal, with a name on each one. Your biller works the queue top-down instead of opening a fresh spreadsheet every Monday.
Statements, payment links and the collections view
Patient balances go out on a schedule, with a payment link that works on a phone and reminders that stop the moment someone pays. Add a plan option where your policy allows it. Then you get the whole picture in one place across your PMS, your clearinghouse and QuickBooks: what's out, what's aged, which payer is slow, which balances are worth a call. Your staff post the payments; the system reads the ledger and never writes to it.
Your PMS bills and your clearinghouse scrubs. Here's the point a practice outgrows both.
Your practice management system makes the claim. Your clearinghouse routes it, translates it and runs a first pass of edits. Availity, Waystar or whichever one you're on is good at that job. If your denial rate is low and your coordinator isn't drowning, keep what you have. We'll say so on the audit call rather than sell you a rebuild you don't need.
You outgrow that pair at four points, and most practices hit them in the same order. Coverage has to be checked before the visit, across payer portals that never had an API in mind. Prior auth has to be built out of the chart, not typed from it. Denials need a real work queue with reasons, dollars, deadlines and an owner on each one, because a list of rejections is not a workflow. And your money picture spans the PMS, the clearinghouse and the books, which is why those three disagree every time someone squares them up by hand.
There's a design argument under all this too. The ransomware attack on Change Healthcare stopped claims processing in February 2024. Practices wired to one clearinghouse had no second path for their money that week. So we build the connection as one link among several, and adding another route is a setting rather than a rebuild.
- 01Verification and prior auth written back into your PMS, to the depth your account exposes; we confirm that during the audit.
- 02Denial queues by reason code, dollar and appeal deadline, with a named owner on each case.
- 03Read-only on the ledger. Your staff post every payment, and appeals go out over a person's signature.
Where patient information travels is the first design decision, made on paper, with your compliance officer
Most practices we talk to have had an AI tool vetoed by compliance, and the veto was usually right: the vendor couldn't say where the data went, wouldn't sign a BAA that covered every party in the chain, or trained on inputs. So every build starts with a one-page PHI map: which system holds what, which vendor touches it, which region, what's logged, what's retained, and which fields get de-identified before a model ever sees them.
What follows is simple to state, and we put it in writing. A BAA with every business associate in the chain before any PHI moves. Access scoped to the role and the patient, never practice-wide. No training on your data. An audit trail of who saw what. And the clinical decision, the diagnosis and anything that touches care stays with a clinician; the software schedules, verifies, drafts and reminds.
- 01BAA with every vendor in the chain, signed before anything is built.
- 02PHI scoped to role and patient; de-identified where a model is involved; audit trail on every access.
- 03Claims, remittances and chart extracts stay in your region on your retention schedule, and nothing you send us trains a model.
“They will treat your vision like their own and build it that way.”
Ron Klabunde · Founder, SmartREI ↗
“I am extremely happy with the results and would highly recommend Hashlogics to anyone.”
Daniel Khin · CEO, PremiumAudit.io
Some of the systems we have shipped
- Coverage checkedEligibility and benefits confirmed before the patient arrives, or guessed at the desk.
- Auth obtainedPacket built from the chart and tracked, or faxed and forgotten.
- Claim submittedScrubbed against that payer's edits, or sent and hoped for.
- Remittance returnsPaid, or denied with a reason code nobody has read yet.
- Denial triagedQueued by reason, dollar and deadline, or added to a pile.
- Appeal or write-offWorked while the clock runs, or written off in silence.
Most billing software covers the first three steps well and the last two barely at all, and that's where the money you can still get back is sitting. Federal auditors found Medicare Advantage plans reversed 75% of their own denials on appeal, while providers and patients appealed just 1% of them (HHS OIG, OEI-09-16-00410, 2018).
Before you book
01Can AI actually reduce our denials, or just report on them?+
It cuts them when it works before you submit, not only after. Checking coverage and auth before the visit stops a whole class of denial rather than cleaning it up later, and eligibility errors sit behind 12 to 16 percent of denials by the ADA's 2024 numbers. On the way back, reading the remittance and mapping each reason code to a real fix is what turns a denial into money you get. A dashboard that only counts denials changes nothing.
02Do we have to leave our practice management system or clearinghouse?+
No, and we'd usually tell you not to. Your staff know Dentrix, athenahealth, eClinicalWorks, Open Dental, ezyVet or whatever you run, and your clearinghouse already speaks to your payers. We build the layer on top. Coverage checks that write back, auth packets built from the chart, scrubbing before you submit, denial queues, and the reports none of them give you. Swapping out a working system moves the problem rather than fixing it.
03How does this connect to Availity, Waystar or whichever clearinghouse we use?+
Through the same transaction sets your clearinghouse already routes. The 270 and 271 for eligibility, the 278 for prior auth, the 837 for the claim, the 835 for the remittance. We read and write through that layer to the depth your account exposes. And we build it so a second link is a setting rather than a rebuild, because February 2024 taught the industry what one clearinghouse can cost you.
04Will an AI post payments or send appeals on its own?+
Never. Your staff post the payments, and the system reads your ledger without writing to it. An appeal comes to your biller in draft, with the source lines from the remittance and the clause it leans on shown next to it. Your biller reads it, edits it and sends it. An appeal that's confidently wrong gets bounced as fast as the claim did, so a person signs off before anything reaches a payer.
05What about medical coding? Can AI do that?+
It can suggest, and your coder decides. We use it to propose CPT and ICD codes from the notes, flag pairings a payer's edits will bounce, and catch the modifier that's missing before the claim leaves. Your coder or clinician approves the code that goes out. Coding is a position you have to defend in an audit, not a guess you take on because a model sounded sure.
06We're a dental practice. Is verification different for us?+
Same shape, different detail. Dental brings frequency limits, waiting periods, annual maximums, downgrade clauses and a history that decides whether today's work is covered at all. Most of that sits in a payer portal, not in an eligibility response. We pull what the portals expose, write the benefits breakdown into Dentrix, Open Dental or whatever you run, and hand your coordinator the cases that need a phone call.
07Is this the whole of what you do for practices?+
No. This page covers the money side: coverage, verification, prior auth, claims, denials and what you collect. Our AI front desk answers and books your calls, our EHR integration work moves data into the chart without re-keying, and the custom-software layer covers multi-site operations, dashboards and patient messaging. Our healthcare hub shows all of it in one chain, and the audit tells you which piece to build first.
A senior engineer, not a sales rep
Abdul Basit founded Hashlogics in 2017, and the team runs from Lahore with a US LLC. Clients rate the work 5.0 on Clutch, and in 2026 it was named Best AI-Native Software House of the Year at TechNova. TrialTriage, an AI clinical-trial matching system for oncology, is one of the systems we built and can show you.
Your audit call is with an engineer who has read call logs, schedules and denial reports like yours. Bring last month's numbers if you have them, and we'll work from those.
- BAA and NDA before the first conversation about real data.
- No pitch on the call. A note you could hand to another vendor.
- Fixed price after the diagnostic, so the number isn't a guess.
Go deeper
- AI, automation and custom software for practices →The whole chain, from the 4:50 call to the next visit.
- EHR integration for practices →FHIR, HL7 and vendor APIs; intake and documentation into the chart.
- AI front desk for practices →The call answered, screened and booked before the billing starts.
- How to automate prior authorization →From the chart to the payer decision, with a person on the exceptions.
- How to automate dental insurance verification →Frequencies, maximums and history, checked before the chair is filled.
- Which practice KPIs actually matter →Denial rate by payer, days in A/R, collections by provider.
- AI and automation for dental practices →Verification that eats a coordinator's morning, and the empty hygiene slot.
