Sprint · Agentic AI

Multi-Agent POCCoordinator + specialists. Solve a real workflow.

A multi-agent system with orchestration — a coordinator agent plus specialists that handle a complex business workflow end-to-end. Deployed on Microsoft Foundry with full evaluation and observability.

Tell us your pain — proposal in 5 days All sprints

6 weeksAgentic AI

Who it's for

Is this sprint for you?

Companies whose workflows need multiple specialized roles
Teams who tried single-agent and hit limits
Use cases with clear handoff boundaries
Innovation budgets aimed at category-defining work

Deliverables

What you walk away with.

Multi-agent system on Microsoft Foundry
Coordinator + 2-4 specialist agents
Workflow API integration (Microsoft Agent Framework)
Shared state, structured handoffs, error recovery
End-to-end tracing across agents
Multi-agent evaluation harness
30-day support window post-deployment

Timeline

Week-by-week — 6 weeks.

01
Weeks 1–2 — Design
Workflow decomposition, agent topology, handoff design, shared-state schema, evaluation strategy.
02
Weeks 3–4 — Build coordinator + specialists
Implement each agent, integrate via Microsoft Agent Framework Workflow API, instrument tracing.
03
Week 5 — Integration & evals
End-to-end runs, eval harness, regression tests, content safety, FinOps tuning.
04
Week 6 — Harden & hand off
Production hardening, runbook, knowledge transfer, go-live.

Stack

What we use.

The Microsoft AI ecosystem we lean on for this sprint.

Primary stackMicrosoft Agent FrameworkFoundry Agent ServiceAutoGen patternsAzure OpenAIMCPOpenTelemetry

Scope

What's not included.

We're explicit about scope so you can decide whether you need to scale up — or stop here.

Production scale-out across multiple regions (separate engagement)
Custom UI development (we deliver a thin pilot UI)

FAQ

Common questions.

How many agents is too many?: If you need more than 5-6 specialists, the architecture is probably wrong. We start with the smallest topology that solves the problem and grow only when evaluation pressure demands it.
Can agents call each other?: Yes — and they should, when it's the right pattern. The Microsoft Agent Framework Workflow API supports both static graphs (deterministic) and dynamic handoffs (agent decides).