Azure AI
AI agents grounded in your M365 tenant.
We build the Copilot Studio and Azure AI Foundry agents that go beyond a chat wrapper — grounded in your Microsoft Graph and SharePoint data, permission-trimmed, evaluated, and shipped into Teams where people already work.
Where AI initiatives get stuck
Copilot for M365 is generic. It hallucinates on your data because it does not know your business.
The GPT-wrapper POC works in demo but fails in prod — no eval, no permission trimming, no way to know when it is quietly wrong.
IT is nervous about exposing SharePoint content to any model, so the whole initiative sits in a holding pattern.
What we ship
Deliverables, not slideware
Copilot Studio agents grounded in Microsoft Graph
Custom agents that answer from your SharePoint, Teams, OneDrive, and line-of-business data — with proper permission trimming, so a user only sees what they can already see.
RAG pipelines with Azure AI Search
Retrieval over your content with hybrid search (vector + keyword), chunking strategy tuned to your document shapes, and re-ranking for grounded answers.
Azure AI Foundry solutions with evaluation
End-to-end agents built in Foundry with prompt orchestration, tools, and evaluation datasets — so quality regression is a graph, not a support ticket.
Eval harnesses that catch silent regressions
Offline eval sets, LLM-as-judge and human-review pipelines, cost + latency tracking — because "vibes-based" AI shipping is how you get burned.
Responsible AI deployment patterns
Content filters, prompt-shield, logging + audit, human review loops for high-stakes calls, DLP integration — so security signs off, not blocks.
Engagement shape
How the engagement runs
AI engagements are typically 6–10 weeks pilot, ending with a shipped agent, an evaluation report, and a clear rollout path.
- Week 1–2: use case scoping, data inventory, permission model, eval design
- Week 3–7: build — retrieval, prompt orchestration, tools, first eval pass
- Week 8–10: shipped pilot in Teams, evaluation report, rollout / expansion plan