Pittsburgh, Pennsylvania
Where World-Class Medicine Meets the
Birthplace of AI. Who’s Auditing the Code?
Pittsburgh runs on a $23 billion health system, the nation’s top-ranked AI program, over 60 medical device companies, and a robotics corridor that’s redefining what’s possible. We’re the onshore engineering team that makes sure the software connecting all of it is built to pass an audit.
Vibe-Coded AI Is Touching Clinical Trial Data
AI-generated code ships fast. But when that code touches patient records, de-identified research datasets, or FDA-regulated pipelines, “it passed code review” doesn’t hold up under regulatory scrutiny.
Your Offshore Team Has Access to PHI and Research IP
HIPAA violations start at $100 per record. FDA 21 CFR Part 11 requires complete audit trails. An offshore contractor with access to both is a compounding regulatory liability.
Your Health Tech Platform Was Built by Three Different Vendors
Each one made assumptions about data handling, encryption, and PHI boundaries. None of them documented what they built. Your compliance exposure has been compounding for years.
The Risks Nobody Talks About Until It’s Too Late
01
Vibe Coding Is a PHI Breach Waiting to Happen
Your dev team is using AI to ship faster. That’s fine. Until it isn’t. AI-generated code doesn’t get reviewed the way human-written code does. It introduces logic errors, insecure dependencies, and auth gaps that slip through code review because nobody fully understands what was generated. In a city where clinical AI models are being trained on real patient data and FDA submissions depend on data integrity, one unchecked endpoint can compromise both a HIPAA investigation and years of research.
02
Offshore Isn’t Cheaper When Research Data Leaves the Country
The hourly rate looks great. Then you add: timezone delays, miscommunication overhead, rework cycles, and the realization that PHI, clinical trial datasets, proprietary algorithms, and device telemetry left the country. Pittsburgh’s health tech companies sit at the intersection of healthcare data and cutting-edge AI research. HIPAA, FDA regulations, and institutional data governance policies don’t care where your contractor sits. One overseas exposure and your compliance posture collapses.
03
Your Clinical Platform Is Held Together With Duct Tape
You’ve been adding to it, patching it, hiring contractors to “just keep it running.” But nobody really knows how all of it fits together anymore. The original dev left years ago. The documentation is a lie. One bad update, one deprecated library, one new integration, and patient data goes dark. In Pittsburgh’s research-intensive ecosystem, a system failure doesn’t just disrupt operations. It can compromise clinical trials, regulatory submissions, and years of data collection.
04
Compliance Gaps Don’t Wait for Your Renewal Date
HIPAA, FDA 21 CFR Part 11, CMMC, HITRUST. These aren’t annual checkboxes. They’re continuous requirements. Every new integration, every new team member, every infrastructure change is a potential gap. Pittsburgh’s health tech and defense tech companies operate under some of the most overlapping regulatory frameworks in the country. The companies we talk to are almost always surprised to learn how many gaps they have.
05
Cyber Insurers Are Auditing Health Tech and AI Code
The days of filling out a form and getting a policy are over. Underwriters are asking technical questions, especially when clinical data and proprietary AI models are involved. Do you have MFA? How is your code reviewed? What’s your incident response plan? If vibe-coded features are handling PHI or training data with no audit trail, your claim could be denied. Or your premium just tripled.
06
You’re Automating the Easy Parts, Not the Expensive Ones
Most teams automate the easy stuff. The hard stuff (legacy EHR workflows, manual clinical data pipelines, cross-system research integrations, device data reconciliation) stays manual because nobody wants to touch it. That’s exactly where your operational costs are hiding. We’ve seen health tech and life sciences companies cut 40+ hours of manual work per week by automating the workflows everyone assumed were too complicated.
Built for the Companies That Keep This City Running
Pittsburgh isn’t just another Rust Belt reinvention story. It’s where a $23 billion health system, the birthplace of AI, a $1 billion health tech venture arm, and a globally recognized robotics corridor converge into one of the most innovation-dense ecosystems in the country. That’s exactly where we operate best.
UPMC & Health System Ecosystem
A $23 Billion Health System Needs Code That Can Survive Scrutiny
UPMC operates 40 hospitals, 700+ outpatient sites, and a 4-million-member insurance division, making it the largest nongovernmental employer in Pennsylvania with 92,000 employees. Highmark Health anchors a second major integrated system. Behind every patient encounter, every claim, every cross-system data exchange are software platforms processing massive volumes of PHI. EHR integrations, patient portals, telehealth platforms, and clinical workflow tools all carry HIPAA obligations that multiply with every new facility and every new partnership. One improperly configured API and you’re managing a breach, not a patient.
Health Tech & Digital Health
Ship Health AI That Survives Due Diligence and FDA Review
UPMC Enterprises has committed over $1 billion in the past five years to commercialize new drugs, diagnostics, devices, and digital health platforms. Nine new companies joined its portfolio in 2025 alone. Carnegie Mellon, Pitt, and UPMC have formed an alliance to turn AI research into clinical reality. Startups are spinning out of CMU’s labs and UPMC’s incubator at an accelerating pace. Every one of them generates code that touches regulated data. security audits, HITRUST certification reviews, and enterprise procurement don’t forgive vibe-coded shortcuts touching clinical or research data.
Biotech, Medtech & Life Sciences
Research Code Has to Meet FDA Standards, Not Just Ship Dates
Pittsburgh is home to over 60 medical device companies and a growing cluster of biotech firms producing gene therapies, diagnostics, and precision therapeutics. The region is building BioForge, a state-of-the-art biomanufacturing facility, and attracting companies like ElevateBio. Clinical-stage companies handling FDA submissions, device telemetry, and patient outcome data all generate code that touches regulated systems. FDA 21 CFR Part 11 requires complete audit trails on electronic records. Vibe-coded shortcuts and offshore access to device data don’t survive regulatory review.
Robotics, AI & Autonomous Systems
The Nation’s Most Concentrated AI Hub Needs Compliance-First Code
Pittsburgh has been called the nation’s most concentrated AI hub outside Silicon Valley. Skild AI (spun out of CMU, raised over $2 billion) is deploying autonomous systems at scale. Gecko Robotics builds inspection robots for critical infrastructure. Aurora is advancing autonomous vehicles. Over 20 robotics companies operate on Robotics Row, employing 7,000+ people. These companies carry serious data obligations: defense contracts requiring CMMC compliance, proprietary algorithm protection, sensor data governance, and the safety-critical code standards that come with autonomous systems in the real world.
Financial Services & Insurance
Health Insurance Meets Health Data at Scale
Pittsburgh’s financial services sector is deeply intertwined with healthcare. Highmark Health and UPMC’s 4-million-member insurance division both process massive volumes of data that sits at the intersection of financial regulation and patient privacy. PNC Financial Services, one of the largest banks in the U.S., is headquartered here. Claims processing, payment platforms, and member portals all handle PII and PHI simultaneously. HIPAA, GLBA, and security attestation requirements overlap in ways that create uniquely complex compliance surfaces.
Stop Duct-Taping. Start Automating.
Every patch you add to a 15-year-old system is borrowed time. You know the person who built it is gone. You know nobody fully understands what happens when X triggers Y. You know it’s going to break, you just don’t know when.
We go in, map the thing, document it properly, and build a modernization path that doesn’t take your operations offline. Then we find every manual process that should have been automated five years ago and we fix it.
40+
Hours/week recovered through automation
0
Offshore contractors touching
your data
100%
US-based
engineering team
1
Point of contact who actually
knows your stack
If You Handle Sensitive Data,
You Have Compliance Obligations. Full Stop.
We don’t just build software. We build software designed to hold up under an audit. Whether you’re preparing for security reviews, building to HIPAA requirements, or pursuing a DoD contract, we engineer with compliance in the architecture, not bolted on at the end.
HIPAA
Healthcare data, PHI handling, covered entity and Business Associate requirements
FDA 21CFR
Electronic records, audit trails, clinical data integrity for regulated submissions
CMMC
Defense contractor compliance, CUI handling, DoD supply chain requirements
The Comparison Your CFO Needs To See
Offshore looks cheaper until you run the real numbers. Vibe coding looks faster until the auditor shows up.
Here’s what the comparison actually looks like.
Hoyack Core Service |
Hoyack (Onshore) |
Offshore/Vibe Coding |
|
Code practices built with HIPAA requirements in mind |
Built in from day one |
Assumed, rarely verified |
|
Data stays onshore (US soil) |
Guaranteed |
Often unclear or outright no |
|
Audit-ready code and logs |
Architected for it |
Retroactive fixes required |
|
Code review by human engineers |
Every commit |
AI-gen code often skipped |
|
Cyber insurance eligibility |
Documented & defensible |
Increasingly at risk |
|
Legacy system knowledge transfer |
Full documentation |
Knowledge walks when contract ends |
|
Real total cost (incl. rework, risk, delay) |
Predictable |
Unpredictable & compounding |
If You’re Not Sure Where Your Gaps Are, That’s the Problem.
We’ll do a no-pressure technical assessment of your current stack, compliance posture, and automation opportunities. You’ll walk away knowing exactly what’s at risk, and what it takes to fix it.
