Custom AI is often the right approach when organisations require specialised workflows, proprietary knowledge integration, unique customer experiences, or capabilities not available through standard AI products.

Microsoft Foundry provides tools and services that help organisations build, customise, deploy, and manage enterprise AI solutions, including agents, intelligent applications, and retrieval-based experiences.

RAG combines AI models with organisational knowledge sources, allowing responses to be generated using trusted internal information rather than relying only on the model's training data.

GitHub Copilot assists developers with code generation, documentation, testing, troubleshooting, and development workflows, helping improve productivity and delivery speed.

We design solutions with governance, security controls, monitoring, observability, access management, and operational best practices to support reliable enterprise deployment.

A forward deployed engineer (FDE) is a software engineer who works inside your team and environment rather than at a distance. They learn how your process really works, write production code against your real data and systems, and stay accountable for the result through go-live and early tuning.

Frontier Transformation is Microsoft's term for making AI a repeatable, governed part of everyday work instead of a set of separate pilots. Frontier Transformation Engineering applies this across Microsoft's lifecycle, from design and build through deployment, governance, security and ongoing operation, on the Microsoft AI stack.