Custom AI solutions using Azure services
Systems built on Azure OpenAI, AI Foundry and AI Search around your data and your workflows.
Overview
A demo that works on five clean documents is not a system. Production AI has to survive your real permissions model, your real file sprawl, and the person who asks the question a slightly wrong way. That is the part we build.
What it covers
Grounding in your own content
We index what you already have — SharePoint, Teams, OneDrive, file shares, line-of-business systems — with Azure AI Search, so answers come back with citations pointing at the source document rather than a confident guess.
Permissions that survive the query
Retrieval respects Entra ID group membership. Someone asking a question only ever gets answers from documents they were already allowed to open, which is the difference between a useful assistant and a data incident.
Evaluation before rollout
We build a question set from your real workflows and score the system against it before anyone outside the project sees it. If it cannot answer the questions your team actually asks, it does not ship.
Integration where the work happens
The system lands inside Teams, a browser tab your team already has open, or an existing internal tool — not as another login that quietly gets abandoned in week three.
How the engagement runs
A defined shape, so you know what happens next and what you get at each stage.
We pick one workflow with a measurable cost — hours spent searching, rework from stale information, response time to clients — and define what success looks like in numbers.
Data boundaries, retrieval strategy, model selection, identity, logging, and human review points, agreed with your team before a line of it is built.
Delivery on Azure with a defined pilot group, an evaluation set, and a go/no-go decision based on the measurements rather than the enthusiasm in the room.
Wider release with documentation, admin training, and either your ownership or our managed service — decided deliberately, not by default.
What you end up with
A working system in production, grounded in your documents, that your team uses without being told to.
Start with a free AI readiness assessment
Tell us the workflow. We'll tell you what AI can do with it.