Autonomous agents that execute — not just chat.
The full agentic stack.
Custom AI agents
Single-purpose agents that execute well-defined tasks — built on the Microsoft Agent Framework with native Foundry deployment and tracing.
Multi-agent systems
Coordinator + specialist patterns, sequential and concurrent workflows, structured handoffs, and shared state via the Workflow API.
MCP tool integration
Connect agents to your enterprise stack via the Model Context Protocol — reuse the same MCP servers across IDEs, Copilots, and production agents.
Foundry Agent Service (GA)
GA March 2026. Managed runtime with private networking, MCP auth, Voice Live, and hosted agents — no Kubernetes needed. Supports Microsoft Agent Framework, LangGraph, and CrewAI.
Agentic process automation
Replace or augment business processes end-to-end — agents that decide, act, and escalate to humans when the rules say so.
Polyglot delivery
.NET and Python supported by the same framework. Reuse your existing engineering teams instead of forcing a rewrite.
Agent 365 + Entra Agent ID
Zero Trust for agents — every agent gets an identity in Microsoft Entra Agent ID, governed via Agent 365. Plus Microsoft's open-source Agent Governance Toolkit (OWASP agentic Top 10).
Evaluation & observability
Continuous evaluation pipelines, regression tests for non-deterministic systems, and tracing that lets you debug agent decisions.
Where agents pay off fastest.
- Multi-agent customer service with intelligent escalation
- Document processing — invoices, contracts, claims
- Research and discovery agents over private + public knowledge
- Sales SDRs and proposal-drafting agents
- Compliance monitoring with audit-trail generation
- Engineering productivity agents on top of GitHub Copilot
How we deliver.
- 011 week
Discover
We map the workflow, identify agentic vs. non-agentic steps, and define success metrics. Output: a one-page agent brief plus a build/buy decision.
Output
Agent brief + decision matrix
- 021–2 weeks
Design
Solution architecture, agent topology (single vs. multi), tool inventory, evaluation criteria, and governance plan.
Output
Architecture + eval plan
- 033–8 weeks
Build
We engineer the agent on the Microsoft Agent Framework, integrate via MCP, ship to Foundry Agent Service, and run a closed pilot.
Output
Pilot agent in your environment
- 04ongoing
Scale
Production rollout, observability, FinOps, and continuous evaluation. We hand off, train your team, or operate it for you.
Output
Production agent + runbook
Microsoft AI specialists. Open-source contributors.
Common questions.
- Why the Microsoft Agent Framework?
- It's the open-source SDK that GA'd on April 3, 2026 — the production convergence of Semantic Kernel and AutoGen under the Microsoft.Agents.AI namespace. Polyglot (.NET + Python), MCP-native, A2A-ready, and the runtime that Foundry Agent Service is built around. Pablo is an upstream contributor.
- Can you work with our existing LLM provider?
- Yes. The Agent Framework and Foundry support Azure OpenAI, foundation models from the Foundry Models catalog, and OpenAI-compatible providers. We help you choose based on cost, latency, and compliance.
- How do you handle non-determinism?
- We design with evaluations from day one — golden datasets, LLM-as-judge scoring, trace-based regression tests, and runtime guardrails. Our deliverable always includes an evaluation harness, not just the agent.
- What about data security?
- Agents run inside your Azure tenant. We use managed identities, scoped RBAC on Azure AI Search and Foundry, content safety filters, and PII redaction. We never train on your data.
- Do you do single agents or only multi-agent?
- Both — and we'll tell you which one your use case actually needs. Multi-agent is fashionable but not always the right answer; we default to the simplest architecture that works.
Pick a fixed-scope sprint.
Foundry Agent Pilot
A production-ready agent for one specific use case on the Microsoft Agent Framework + Foundry Agent Service.
Multi-Agent POC
Multi-agent system with orchestration — solve a complex business problem with coordinated specialists.
MCP Integration Sprint
Connect your agents to your enterprise tools via Model Context Protocol — secure, standardized, production-ready.
Have a use case in mind?
A discovery brief is enough to tell whether agents are the right fit — and which Microsoft pattern to start with.