Healthcare automation built around your operation — AI for clinical documentation, claims processing, prior authorization, and patient communication, deployed in the systems your practice already runs.
We have mapped operations at solo practices, multi-site groups, and hospital-affiliated specialty clinics. The specifics change. The friction points do not.
Phones ringing, walk-ins waiting, eligibility checks pending, intake forms half-typed. The receptionist is the operational nerve center, and every interrupted call is a missed schedule, a missed copay, or a missed authorization window.
Coverage is checked the day of the visit — sometimes after the patient is in the chair. Surprise denials, mid-month plan changes, and out-of-network confusion arrive as billing problems weeks later, by which point recovery is half the cost.
Procedures get scheduled before auth is approved. Faxes go out, faxes come back, status lives in a sticky note. The patient is on the books, the carrier hasn't responded, and the practice eats the gap when the OR is occupied.
An ERA arrives with a CARC code, a biller pulls the claim, the practice management system shows three notes from three different staff, and the appeal letter is rewritten from scratch. The same denial reason recurs every month and no one is fixing the upstream cause.
Pre-op instructions go out by phone if there's time. Lab results show up in a portal the patient never logs into. The post-op follow-up question becomes a 2 AM voicemail and a no-show next week. Engagement collapses precisely where outcomes are decided.
Providers spend 30–60 minutes a day finishing charts after the last patient leaves. Documentation drives burnout, drives turnover, and drives the next coding error. The EHR is the system of record and the operational bottleneck at the same time.
Before we talk about AI, we map the machine. Every practice we work with starts here — the four operational surfaces every patient touches, and the work that happens on each.
From first call to the chair. The fastest place to lose a patient — or break a claim.
The visit itself — and the documentation tail that follows it.
Where the work the practice has already done becomes the money the practice actually gets.
Everything that happens between visits — and decides whether the next visit happens at all.
We do not believe in an "AI doctor." We believe in an AI operations layer that takes the predictable, repetitive, system-to-system work off your team so your clinicians and billers can spend their time on the work that requires a license.
Diagnoses, prescriptions, signed orders, submitted claims, denied-claim appeals. The AI drafts, organizes, and surfaces — your clinicians and billers decide and sign.
Six systems we have deployed in production at healthcare practices. None of them are chatbots. All of them are operational infrastructure that connects the tools you already use.
Patient eligibility, copay, deductible, and authorization status are pulled in real time at the moment of scheduling — not the day of the visit.
EHR
X12 electronic claims are scrubbed, submitted, and reconciled against ERAs — clean items post automatically, exceptions go to a triaged work queue.
EHR
Procedures that need auth are detected before scheduling, packets are drafted from the chart, and submissions are tracked through approval or denial.
EHR
Visit conversations are turned into structured clinical notes — provider edits and signs. No more chart catch-up after hours.
EHR
Reminders, prep instructions, results, and billing messages go out on the right channel at the right time — with attribution back to the chart.
EHR
Denials are grouped by reason, payer, and provider — root causes get fixed upstream instead of fought ticket-by-ticket downstream.
Practice mgmt
One example of what we've shipped in the healthcare space.
How a dental practice replaced its clearinghouse and manual claims posting with AI claims processing and automated ERA reconciliation across 500+ CDT codes. A dental RCM software replacement that cut clearinghouse cost and accelerated A/R — built for dental practices running Open Dental.
Read the case study →We do not ask practices to migrate. We build healthcare automation on top of the systems you already run — AI for Epic, athenahealth, eClinicalWorks, Open Dental, DrChrono, and Cerner. Your EHR stays the chart of record, your clearinghouse stays the rail to payers, and the AI lives in the seams between them.
Not a feature, not a chatbot, not a magic button on a marketing page. The work it does is the same work your staff has always done — moved into a system where it runs reliably.
In healthcare, wrong is dangerous. If a system is not measurably more accurate than your current process, we do not ship it. We measure, calibrate, and disclose drift.
The best AI system is the one that disappears into the practice's actual workflow. If staff have to change how they work to use it, it is the wrong system.
Diagnosis, treatment, prescribing, claims sign-off — all go through a licensed human. The AI prepares, drafts, and surfaces; clinicians and billers decide.
How we apply this in other parts of the operation.
Custom AI for intake, case management, and document automation — built alongside attorneys, for attorneys.
Explore →AI for claims, policy servicing, and document intelligence — reads what humans read, faster.
Explore →AI for compliance, KYC, fund administration, and advisory operations — designed for audit-grade environments.
Explore →The stuff we hear most on the first call. Don't see yours? Book a 30-minute conversation.
Book a 30-minute conversation. We'll map the highest-leverage workflows in your business and tell you whether AI is the right answer.