How Headstart Uses Claude to Write 90-97% of Enterprise Client Code

Headstart is an AI-native software development company founded in December 2022, delivering enterprise software projects for clients in healthcare and financial services. From day one, the company was built around a single premise: AI would do the heavy lifting on code.

Founder Nicole Hedley chose Claude as the core development engine after evaluating alternatives. The key differentiator was Claude's ability to handle architecture-level reasoning, not just code completion—enabling Hedley to focus on high-level design decisions while Claude handled implementation.

The workflow runs almost entirely through Claude's native interface rather than AI-integrated code editors. Claude Projects manages codebase context with privacy controls, essential for enterprise healthcare and financial services clients with strict data requirements.

The results define the business model: Claude writes 90-97% of all client code, development runs 10-100x faster than traditional approaches, and project timelines that previously stretched months now close in weeks. For enterprise clients, this means faster time-to-value with no compromise on code quality.