We build your healthcare data foundation — so you can focus on your mission.
We design and build production-grade healthcare data systems — unifying claims, CRM, product, and finance data — so your reporting is reliable, your operations scale, and your team isn't stuck fixing pipelines.
Hear from our customers
We're healthcare-specific and bring senior engineering expertise
Instead of one-off dashboards or quick fixes, we build durable systems designed to scale with your business. Our philosophy is simple: treat data like a production system.
Senior engineers and architects only
No junior bench, no handoffs. Every engagement is led by experienced operators.
Built for real-world healthcare complexity
We understand claims, compliance, and fragmented systems.
Flexible engagement models
Advisory, project-based, or data team as a service.
Focus on long-term reliability
Systems designed to last, not quick fixes that break.
Who we work with
We work with healthcare organizations dealing with real operational complexity across multiple systems.
Healthcare startups and growth-stage companies
Teams managing fragmented data across claims, CRM, and product systems.
Value-based care organizations
Operators running complex financial and clinical workflows.
Specialty pharmacy
Infusion, home infusion, and clinical therapy providers scaling operations without adding manual reporting overhead.
Tech-enabled healthcare providers
Digital-first care teams with custom tech stacks and data needs that are outpacing their infrastructure.
We speak healthcare
We're not a generic data team or offshore resource. We understand claims, compliance, fragmented systems, and the realities of operating in regulated environments. You don't have to explain your business to us.
Why we started Midwest Data
After nearly a decade in the trenches of top hospital systems across the United States, Hunter Muse kept seeing the same pattern: healthcare teams buried under data chaos, burning hours on reports that should run themselves, and unable to find engineers who truly understood their world.
Healthcare data is uniquely hard. Claims, eligibility, risk adjustment, manufacturer contracts, value-based care arrangements — none of this is stuff you pick up from a coding bootcamp or a generic SaaS tutorial. The people who actually get it tend to be working inside health systems, not building infrastructure for them.
Meanwhile, the founders and operators who need that expertise are trying to focus on patients and mission — not become data engineers themselves.
So Hunter started Midwest Data to close that gap.
We bring senior engineers who've been in the rooms, built the systems, and felt the pain — paired with serious project management discipline so the work actually ships. No junior bench. No long onboarding. We treat your data like a production system from day one, because that's the only way it scales with you.
If you're a healthcare team that needs to move fast without breaking things, that's why we're here.
See how we've helped
Healthcare teams moved from fragmented data to reliable systems
Pricing that meets you where you are
Some teams need strategic guidance. Others need full system builds or long-term support. We'll scope the work based on your goals and move quickly from there as we work in an hourly approach, project based or retainer style to match the needs of each problem.
Senior engineers, healthcare-native
Our team is made up of senior data engineers with deep healthcare experience. Most of our team is US-based, with some support in Canada. No junior bench. No handoffs. Just experienced operators.
Full-stack and tool-agnostic
We're full-stack and tool-agnostic. We work within your existing stack or help you choose the right tools based on your needs.
Data warehousing
Snowflake, BigQuery, Redshift, or your preferred platform.
Orchestration and pipelines
dbt, Airflow, Prefect, or custom solutions built for your needs.
Analytics and BI
Tableau, Looker, Mode, or tools already in your environment.
AI Engineering
Production-grade LLM applications built on your data — HIPAA-aware, secure by design.
What we build with
Built for reliability, ownership, and real partnership
We don't just build data systems. We design them to be secure, maintainable, and fully owned by your team, without creating long-term dependency.
Security and compliance, built in
We work within HIPAA and SOC 2 compliant environments and design systems with security from day one.
You own everything we build
You retain full ownership of your data, infrastructure, and codebase, with clear documentation and structure so your team can operate independently.
We work alongside your team
We integrate with your existing team, tools, and workflows without replacing the people who already understand your business.
