Healthcare · Financial Services · Complex Systems

AI-accelerated engineering for high-stakes systems.

We build and modernize secure, reliable production software for healthcare, financial services, and other high-stakes environments—with senior engineering judgment at every stage.

Senior-led delivery Reliable production systems AI workflows with guardrails Embedded collaboration

Services

From the first product decision through production and scale, we bring senior engineering judgment to systems where reliability, security, and operational detail matter.

New products

Zero-to-One MVP Development

We partner with your stakeholders to scope and build a working, fundable first version — not a throwaway prototype.

Intelligent systems

AI Agent Development

Production-grade AI agents and LLM features with the controls, observability, and human oversight serious systems demand.

Product delivery

Accelerated Product Engineering

Already shipped? We use AI-enabled delivery to compress the roadmap without trading away reliability or engineering quality.

Platform evolution

Technology Modernization

Untangle legacy data, integrations, and workflows into platforms that scale — without halting the business.

Team capacity

Embedded Engineering Teams

Senior, AI-leveraged engineers who work inside your delivery model and strengthen capacity without lowering the bar.

Discuss your project

Where we focus

Our primary focus is healthcare and financial services—domains where reliability, security, and engineering judgment matter most.

Primary focus 01

Healthcare & life sciences

Patient-facing products, operational workflows, data integrations, and AI tools designed for environments where trust and reliability are foundational.

Digital health products Data integration Operational workflows
Primary focus 02

Financial services

Decision support, document intelligence, internal platforms, and risk-aware automation for teams navigating complex financial operations.

Document intelligence Decision support Controlled automation

Experience across sectors

Our portfolio spans complex data products, public systems, education, media, and commerce—the same engineering disciplines that high-stakes work demands.

Healthcare

Enterprise Software

Social Impact & Public Sector

Education

Commerce & Marketplaces

Media

Marketing & Advertising

What our partners say

1 / 10

They don't shy away from challenges and have tackled every problem we had thrown at them. They are experts in the field and have been a significant force for positive change. We're happy that we've had this team to execute on a complex and successful rebuild.

Ken Kantzer

Ken Kantzer

Co-founder and CTO of Truss, former VP of Engineering at FiscalNote

The Source Labs team worked alongside Opportunity@Work for two years, bringing critical technology expertise to our organization to build out our first technology platform. … This high-touch, high-quality approach made for an excellent partnership that we would highly recommend to others.

Byron Auguste

Byron Auguste

CEO and Co-Founder, Opportunity@Work

Source Labs has been instrumental in the Digital Transformation of our organization. … The scalability and quality of the Skilling America platform is a testament to that. We've received overwhelming positive feedback from our users and stakeholders, and have moved Andrei into a Technical Advisory role.

Christine Hubley

Christine Hubley

Senior Director, Hope Street Group

Working with Andrei and the Source Labs team could not have been better. We came in with a concept and Andrei helped us shape it into an actual idea and then implement that idea. A great looking product was expected, but what was unexpected was Andrei's level of involvement and help in making every aspect better.

Stefan Hankin

Stefan Hankin

President & Founder, Lincoln Park Strategies

Source Labs has been instrumental to team Cureate, not just in development, but in complex problem solving. … Source Labs has been, and will continue to be, integral to team Cureate because of this crucial understanding that products are built with that knowledge in mind.

Kim Bryden

Kim Bryden

Founder & CEO, Cureate

Not only does Andrei have the raw technology skills, and the willingness to expand/learn new ones, but he's also an engaged and eager business partner. … I would recommend Andrei to anyone, highly, and am already planning to engage him again myself on other projects.

David Wells

David Wells

Technology Consultant

Within just a few conversations Andrei was able to extract out the requirements, architect and build out a fully functioning MVP to test out our ideas and assumptions.

Michael Lemon

Michael Lemon

Co-Founder, BTR Energy

Source Labs has contributed to our successful product delivery by assisting us with product architecture and building out some of our most cutting-edge features in modern technologies.

Jared Carrano

Jared Carrano

Director of Engineering, 2U

Source Labs led and mentored our internal software engineering team and delivered an exceptional solution on budget and on schedule.

Ben Morris

Ben Morris

Chief Delivery Officer & Co-Owner, Pluribus Digital

The team at Source Labs is world-class! They helped us design and successfully build a product from the ground up.

Judy O'Connor

Judy O'Connor

Founder & CEO, Like Neighbors

Start a conversation

Let’s build something that has to work.

Tell us what you’re planning, rebuilding, or trying to get unstuck. We’ll respond within one business day.

andrei@sourcelabs.io New York City · Washington, DC No polished brief required.
Project inquiry 01 — 04
Your details stay private.