Built for healthcare operations.
Shaped around yours.
We design and build the operational systems that clinical and administrative teams run on — intake, scheduling, coordination, reporting, and the workflows connecting them.
What we build
Give your clinical and administrative teams the tools they actually need.
We've seen the patterns: front-desk staff keying insurance card data by hand because the system can't read it; scheduling coordinators carrying physician availability logic in their heads — by location, visit type, insurance panel — because the platform can't model it; patients disputing bills that trace back to a data error at intake. We see these often, but yours probably looks a touch different. That's what we build toward.
Intake and registration
Card scanning, digital intake forms, and eligibility checks — built around your actual front-desk process.
Scheduling and coordination
Physician availability varies by location, visit type, and panel. Our solutions model that complexity.
Billing and revenue cycle
Cleaner upstream data means fewer billing disputes — and fewer patients calling about an error that started at intake.
Reporting and visibility
Dashboards that support visualizations and natural language queries — ask how your operation is running, by location, service line, or team, and get an answer.
EHR and system integrations
We connect to the systems you already rely on rather than asking you to replace what's working.
Internal coordination and CRM
A single place for referral tracking, care coordination, and internal handoffs.
Built to connect.
Interoperability is a core requirement of every platform we build. We integrate with your existing infrastructure — EHRs, practice management systems, device ecosystems, billing platforms — using HL7, FHIR, and REST API where standards exist, and building direct integrations where they don't.
Work we're proud of.
We've built this before.
Every engagement starts the same way — understanding how your organization actually operates before anything gets built. The workflows, the workarounds, the constraints that don't show up in any documentation. What follows are two engagements that show what that looks like in practice.
An operational backbone that grew with the organization.
The client was running hiring, onboarding, caregiver management, and client services manually — across multiple entities, each with its own branding and workflows, with no shared system underneath them. Before we touched code, we mapped how each entity actually operated and where the distinctions mattered. The architecture we built reflects that: multi-tenant, with each organization running independently on shared infrastructure. When they expanded into Home Health — new roles, new documentation requirements, new compliance obligations — the platform extended rather than rebuilt.
Five siloed systems. One place to bring them together.
A large multi-state specialty practice was running intake, scheduling, payments, and clinical records across five separate systems. Patients navigated them independently. Staff bridged the gaps manually — at 40,000 intake completions a month. The discovery phase established which systems were fixed and which were replaceable: four stayed, one was replaced outright. The portal MWE built unified the patient-facing experience above the existing stack. Billing became visible without a phone call. Intake — and the manual data entry it previously required — moved into a single digital workflow.
AI in healthcare operations
Where AI removes burden and where it needs a human in the loop.
The right question isn't whether to use AI in your operations. It's where it earns its place — where the workload is real, the ROI is visible, and someone has thought carefully about what the system should decide on its own versus what it should hand to a person.
A few places we're already doing this:
Intake document processing
Insurance cards, IDs, referral documents — AI reads them, extracts the data, and flags anything it isn't confident about for human review. The accuracy improves over time as the system learns from corrections. For a front desk running hundreds of patients a week, the administrative time this recovers is significant.
Conversational reporting
"Just let me ask it a question" — that's how one client put it. Most dashboards only answer what someone thought to measure when they built them. A natural language interface on top of your operational data answers what you actually need to know today: no-show patterns by location, scheduling gaps by provider, billing lag by service line.
Workflow routing and triage
Intake forms, referrals, prior authorization requests — AI reads the incoming document, routes it to the right team, and flags missing information before it becomes a downstream problem. Staff attention goes to the cases that need it, not the ones that don't.
Every implementation is scoped to the specific workflow it's addressing, built within your existing HIPAA-compliant environment, and designed with a human in the loop on any decision that carries real consequence.
Security & compliance
Built for a regulated environment — at every layer.
Operational systems in healthcare carry real risk. They handle PHI, connect to billing infrastructure, and run in an environment that HIPAA, payers, and internal auditors all look at closely. We design accordingly.
23 years working exclusively in healthcare means the compliance implications are already in the room before anyone asks. Our security program runs through every phase — discovery, development, and every production deployment after launch. We maintain a dedicated CISO, Pablo Bullian, who has led MWE's security program since 2017 — U.S. healthcare-exclusive throughout. Continuous automated penetration testing, annual third-party HIPAA audits, and secure AWS infrastructure round out the program.
Full security overview
Start the conversation
Tell us how your operations run today.
We'll tell you where we'd start. Most conversations begin with understanding what you have, what isn't working, and what a better system would actually need to do. We can usually tell you something useful in a first call.
No commitment. Most responses within one business day.