Practice area 02
Microsoft AI agents built to fit your enterprise — not break it.
From research agents that compile weekly reporting to Copilot extensions inside D365 — built on Azure AI Foundry, MS Agent Framework, and MCP so your agents are maintainable, observable, and actually used.
The problem we solve
Recognize your situation?
AI pilots that never reach production
Proof-of-concepts that demo well but never ship because nobody thought about security, observability, or integration. We build for production from day one.
No clear path to integrate AI into existing systems
Microsoft 365 and D365 are your system of record; you want agents that work inside them, not bolted on. We build on Copilot, MS Agent Framework, and MCP for that reason.
Manual work no one has time to fix
Reconciliation, weekly reporting, Tier-1 support triage — work AI can absorb if scoped correctly. We identify the right first use case, not just any use case.
What's included
What an engagement covers
What we build on Microsoft's AI stack — engineered for production, not just demos.
- AI research agents and automated reporting
- Conversational AI and workflow automation
- Voice agent orchestration and multimodal AI
- Prompt engineering and reusable prompt libraries
- MS Agent Framework, Copilot, and Azure AI Foundry agent builds
- Model Context Protocol (MCP) server setup and integration
- AI model deployment on Azure
Related use cases
If this sounds like you
“Our finance team is drowning in manual work”
Automate reconciliation, reporting, and approvals with AI agents on top of your existing stack.
“We've been told to 'do AI' but don't know where to start”
Honest readiness assessment, prioritized roadmap, and a quick-win pilot.
FAQ
Questions about this work
How do AI agents actually fit our D365 environment? Will they break things?
Microsoft-only, or open source too?
Can we start with a small pilot before a full rollout?
Other practice areas
Explore the rest of what we do
D365 F&O Implementation & ERP Modernization
Modernize legacy ERP to Dynamics 365 F&O — full-lifecycle delivery from architecture through go-live and beyond.
Azure Integration Services
The connective tissue between your systems — built on Azure to hold up as everything around it changes.
Strategy & Advisory
Honest readiness assessments and clear roadmaps — before you commit budget.
Open & Local AI
When Microsoft isn't the right fit — n8n, local LLMs, and self-hosted agent frameworks for privacy, compliance, and cost-control at scale.
Start with a discovery call.
30 minutes, no obligation. You leave with a clear next step — even if that step isn't us.