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Microsoft 365 AI assistant
An assistant connected to company documents and conversations, with sourced answers and checks before tool execution.
OutcomeAssistant deployed in a confidential client environment
PythonFastAPIpydantic-ai+3
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I connect business needs to validation criteria: use cases, governance and adoption planning, backed by the ability to build the first Python components.
Response within 24h. No sales follow-up if it's not the right time.
AI ideas become a project when users, decisions to support and constraints are identified. I work with business and engineering teams to make those needs explicit.
We define scope, authorised sources, roles and cases that need human review. Acceptance criteria then guide development and testing.
Adoption planning includes choosing which uses and indicators to track. Benefits need to be evaluated with users after go-live.
My recent assignments connect analysis, operating rules and technical delivery.
An AI assistant in a Microsoft 365 environment
Product vision, roadmap, acceptance criteria and tool control rules
Assistant built and deployed in a confidential client environment
Microservices migration in Belgian federal administration
Specifications and OpenAPI contracts validated with development teams
Technical analysis assignment ongoing since May 2026
Regulatory compliance for industrial operators
Workflows, roles, permissions, traceability and fullstack development
MVP in progress, under NDA
An assistant connected to company documents and conversations, with sourced answers and checks before tool execution.
Technical analysis for a monolith-to-microservices migration, connecting business, development and testing.
MVP for industrial operators: define workflows, permissions and traceability, then build the applications.
Identify users, decisions to support, available sources and business constraints.
Define scope, acceptance criteria, access rules and cases requiring human review.
Build incrementally, test failure scenarios and document decisions with the teams.
Prepare go-live, usage monitoring and the measurements needed to evaluate benefits.
My main focus is AI use case discovery and governance. I also take on technical analysis where business rules, interfaces or team coordination are the central need.
Yes. I develop Python APIs, assistants and integrations. We define scope with your team; I can build the first components or contribute to a more complete product.
I scoped and deployed a Microsoft 365 assistant with governance mechanisms. Usage and adoption outcomes have not yet been measured. My service covers discovery, rules, deployment planning and preparation for evaluation.
An AI use case to scope, an assistant to integrate or a BA assignment to support? Let’s discuss your needs.
Response within 24h. No sales follow-up if it's not the right time.