CareLayer AI
Architecture-Led Product Engineering
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About CareLayer AI
CareLayer AI is an architecture-led product engineering company helping startups and growing organizations design and build complex enterprise software from concept through production.
Our approach is intentionally different from traditional staff augmentation. We work with a limited number of clients where we can take meaningful ownership of architecture, engineering and delivery.
Our capabilities include:
- Enterprise product and SaaS development• Java and Spring-based backend platforms• Cloud-native architecture and modernization• APIs, integrations and distributed systems• AI/LLM-enabled applications and workflows• Data-intensive enterprise applications• Technical architecture and fractional technology leadership
We bring particularly deep experience in healthcare technology, including healthcare workflows, interoperability, FHIR, claims and enterprise healthcare systems, while applying the same architecture and engineering capabilities across industries.
Our founder brings nearly three decades of enterprise software and healthcare technology experience, including work with Siemens, Cerner and Oracle.
As a reference implementation of our capabilities, we have designed and built CareLayer AI's Healthcare Evidence Intelligence platform — a working AI-enabled application that analyzes multiple healthcare documents, extracts structured clinical and financial information, correlates evidence across documents and identifies missing or inconsistent information. The MVP has been tested with real-world healthcare documents.
Engagement models include architecture sprints, product/module development and fractional technical leadership.
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