Generative AI & AI-Assisted Development

Designing enterprise adoption strategies for generative AI in regulated, compliance-sensitive environments. Enabling technical and non-technical teams to build accurate mental models of AI capabilities and failure modes. Authoring responsible-use frameworks covering governance boundaries, acceptable-use policies, and accountability structures. Embedding AI-assisted tooling into existing software development lifecycles with minimal disruption to established engineering practices.