I will integrate an ai assistant into your software

I integrate practical AI features into real products: customer inquiry assistants, document workflows, internal knowledge search, structured recommendations and task automation.

The work begins with the business outcome and the information the AI is allowed to use. I build one reviewable workflow with server-side secret handling, clear failure behavior and documentation. I do not promise that AI can replace every process, and I do not expose private keys in browser code.

Tell me what users need to accomplish, your current technology stack and where the relevant information lives. For multi-system projects, contact me before ordering so we can define realistic milestones.