AI Integration
AI that earns its keep.
Most organisations approach AI backwards. They start with tools instead of problems. I start with your workflows, then deploy the smallest system that removes real work.
What I do
- Private LLM deployments, local or cloud, sized to your data sensitivity
- OpenWebUI and chat interfaces your team will actually use
- Retrieval over your own documents: policies, manuals, job histories
- Workflow automation connecting AI to the systems you already run
- Honest advice on what AI will not do for you yet
How engagements work
A workflow review finds the repetitive work worth automating. Then a small pilot with measurable outcomes. Only what survives the pilot gets built out. The measure of success is simple: fewer manual steps.
Who it is for
Businesses drowning in repetitive reading, writing, and copying between systems. The value is not the model. The value is the system around it.
Related: Infrastructure and Servers, Web, Hosting and Email.