One intelligent revenue cycle.From access to recovery and prevention.Powered by ARIA™.
StitchFin unifies patient access, revenue integrity and recovery with enterprise-grade AI to prevent leakage, reclaim lost revenue and strengthen operating margins.
Fueled by the vision of innovators from leading health systems, built by technology leaders with decades in AI/ML.
Results you can measure, across the whole cycle
ARIA™ connects patient access, revenue integrity and recovery, so the gains show up where finance leaders look: cost, denials, collections and the capacity of the team you already have.
Built for your organization
See how ARIA™ delivers value for teams like yours. Select your organization type to explore what's possible.
Enterprise control without the administrative bloat, with AI
Throwing more manual labor at escalating payer complexity and patient experience demands is a losing battle. ARIA™ cuts through the technical debt of fragmented systems and legacy processes, standardizing your revenue cycle across every facility with autonomous precision. It complements your EHR rather than replacing it.
- Slash the cost to collectOperating margins are too thin to rely on human-speed processing. ARIA™ acts as a unified, autonomous workforce that scales instantly across your enterprise without expanding your back office.
- Modernize your operating modelEscape the cycle of hiring, training and turnover. Whether you handle billing in-house or manage external partners, ARIA™ gives you the leverage to bring critical workflows under your direct control, retaining your margins and your data.
- Unify fragmented operationsWhether you are managing multiple EHR instances from recent acquisitions or navigating entrenched legacy workflows, ARIA™'s clean architecture brings simplification and efficiency.
The engine powering rural health with AI
Rural hospitals have smaller teams, so each person wears a dozen hats. ARIA™ is built as core infrastructure, designed to keep critical access hospitals independent and financially strong.
- Do more than survive; stay independentWe automate routine claim statuses, appeals and intake so your team can focus on complex patient care and high-value accounts.
- Solve the staffing shortageGet the output of a fully staffed, 24/7 revenue cycle team without the impossible task of recruiting specialized billers in rural markets.
- Protect every dollarIn rural health, a single denied claim hits harder. ARIA™'s automated follow-ups make sure nothing falls through the cracks.
“Quality people provide quality service, and the opportunity to work with genuinely kind and brilliant people is what I appreciate the most about working with StitchFin. The ability to pursue ideas and potential opportunities with a team defined by transparency and competence is invaluable.”
“We have had an excellent experience working with StitchFin solutions. Their AI-driven outreach has helped improve patient engagement, increasing access to preventive care while reducing staff workload. Their team has been responsive, innovative, and committed to delivering practical healthcare solutions that create measurable operational value.”
“StitchFin's nimble team allows us to customize workflows to solve our real problems for patient intake and rev cycle. StitchFin is a good example of technology becoming powerful because the process was mapped first. A custom booking experience can make access easier for patients, but the intelligence does not come from the interface alone. It comes from understanding the workflow deeply enough to build the right checks, exceptions, and guardrails into it.”
The engine for the modern RCM firm with AI
The era of competing purely on headcount is over. We don't compete with your experts; we scale them. ARIA™ provides the autonomous AI layer that turns legacy outsourcing operations into highly profitable, tech-enabled partnerships.
- Protect and expand your marginsTransform your service delivery by automating the brute-force, repetitive work. ARIA™ lets you take on more client volume without a linear increase in offshore or onshore headcount.
- Amplify your human talentFree your highly skilled RCM experts from waiting on hold with payers or clicking through portals. Let them focus on high-yield strategy, complex denials and client relationships.
- A seamless competitive advantageWe build the tech; you manage the service. ARIA™ integrates silently into your existing workflows, making your firm the most efficient, technologically advanced vendor in every RFP.
“We partnered with StitchFin to implement their Agentic AI voice platform within our bad debt call center, and the results were very impressive. The implementation was smooth, and the AI handled inbound patient calls effectively while escalating to staff when needed based on our workflows and decision trees (within our rev cycle). We were especially impressed with how natural the conversations felt and how easily the solution fit into our existing operations. Overall, it was a strong blend of innovation and practical operational value.”
Deploy ARIA™ agents across your entire revenue cycle.Unify your revenue cycle data with StitchFin's system of truth.
Works with your EHR and the other systems you already run.
The access agent answers patient calls, verifies eligibility and sets up self-pay plans.
The coding agent codes charts in minutes, drafts CDI queries and captures every charge.
The claims agent scrubs every claim, scores denial risk and tracks claim status.
The recovery agent drafts denial appeals, works your A/R queue and recovers lost revenue.
The cash posting agent posts remits the same day, flags contract variance and prepares statements.
The leak prevention agent watches every stage, around the clock, for missed charges, denials and underpayments.
- 24/7
- agents on duty
- 1
- system of record
- 100%
- human-approved
StitchFin ARIA™ agents
One shared claim record, versioned, every edit audited.
- Patient collections
- Chargemaster
- Claims intelligence
- Cash posting & recon
- EHR
- Payers
- Bank and lockbox
- Staff queues
- Human approval
Seamlessly works with your EHR

Your team stays in control
ARIA™ works with your staff, not around them.
- You set the rulesDecide what agents can do on their own and what needs sign-off.
- People approve exceptionsAnything uncertain goes to a person on your team for approval.
- Built for patient dataSOC 2 Type II assessed and HIPAA compliant. StitchFin works as your business associate under HIPAA.
“Quality people provide quality service, and the opportunity to work with genuinely kind and brilliant people is what I appreciate the most about working with StitchFin. The ability to pursue ideas and potential opportunities with a team defined by transparency and competence is invaluable.”
Built by people who have run the revenue cycle
StitchFin is led by a former Amazon fintech leader and a Chief Revenue Cycle Officer who was a senior executive at Optum, and advised by revenue cycle leaders who have worked at Walmart Health, Delta Health System, Whitecap Health Advisors and Frost-Arnett.
Meet the teamSee ARIA™ work one of your queues
Tell us about your organization, your EHR and the queues that take up your team's day. We'll prepare a demo and a quote around them.








