Microsoft 365 Copilot rollout
The productivity assistant for Word, Excel, Outlook, and Teams — rolled out without accidentally surfacing the wrong content to the wrong people.
From Microsoft 365 Copilot to custom AI built on Azure AI Foundry — and the governance that makes any of it defensible to regulators, auditors, and customers.
The standard conversations most organisations have within this domain.
The productivity assistant for Word, Excel, Outlook, and Teams — rolled out without accidentally surfacing the wrong content to the wrong people.
Chat-style assistants built for internal teams or customer service — handling repetitive questions so the team can spend its time on the interesting ones.
Reading documents at scale — invoices, customer onboarding forms, insurance claims — and automating the routine work around them.
Preparing for the EU AI Act — registering every AI workload in the company, classifying its risk, and producing the evidence regulators ask for. A board-level concern, separate from the day-to-day machine-learning lifecycle.
Where the conversation needs custom adaptations — regulated, hybrid, or high-stakes.
When the customer needs a custom AI workload — an assistant grounded in their own documents, or an automated agent — built and run on Azure AI Foundry.
Running a portfolio of models in production — keeping track of them, noticing when their answers start drifting, and retraining on a sensible schedule.