AI Copilot Development

When a team's work would benefit from AI assistance in place, and sending them to a separate chat window means rebuilding context by hand each time.

A copilot is an assistant embedded where the work happens, with access to the organizational context needed to be useful rather than generically correct. The embedding is the point: a question asked inside the tool already carries most of its own context.

Copilots are most useful for drafting, summarizing, and surfacing precedent — work where a good starting point saves more time than a perfect answer would.

What the work includes

• Integration into the applications where the work already happens
• Permission-aware access to organizational knowledge
• Inline reasoning so suggestions can be judged rather than merely accepted
• Clear handling of uncertainty, including when the copilot should decline