Healthcare AI platform

Danylo

Danylo Melnychuk

Thoughtful AI is building one of the most advanced automation platforms in healthcare, and we were lucky to be part of that journey. Our role was simple: give them a strong, reliable engineering team that could help turn their ideas into a real, scalable product.
What we brought to the table We put together a dedicated team of senior developers across backend, frontend, DevOps, QA and product support. Everyone was fully aligned with Thoughtful’s sprint rhythm, communication style and product goals. Together, we helped build core parts of their platform including eligibility checks, claims automation, denial management and other pieces that power their “AI agents for healthcare.” Throughout the project we kept a strong focus on security and compliance so everything was built to meet HIPAA and SOC2 expectations without slowing down delivery. Our DevOps and architecture work made sure the system could scale easily as they onboarded more clients and processed higher claim volumes.
Why the partnership worked so well Thoughtful’s team stayed focused on product vision and AI innovation while we handled the heavy engineering work and day-to-day delivery. They avoided long hiring cycles, onboarding delays and early-stage chaos while still getting a team that worked like an extension of their own. For a growing startup, this meant faster delivery, less stress, and a predictable path toward enterprise readiness.
The impact We helped them ship key product modules, improve platform stability, speed up feature delivery and prepare for larger enterprise clients. Everything was built with long-term scalability and compliance in mind, so they could confidently grow without rewriting core parts of the system later.
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Posted Mar 4, 2024

Solution Revolutionizing healthcare revenue cycle management through AI-powered automation