MATE: our AI delivery platform and open-source accelerator
We use MATE to help clients deploy governed AI workflows faster and more reliably. MVP Soft sells business transformation — MATE is how we deliver the AI underneath it.
An orchestration layer for operational AI
MATE is our open-source platform for building and running AI workflows in real businesses. It handles the hard parts — orchestrating multiple agents, connecting to systems, enforcing governance, and tracking cost — so the AI we deliver is reliable and controllable from day one.
For your team, the benefit is simple: AI workflows that ship faster, behave predictably, and don’t lock you into a single vendor.
Unlike many AI consulting firms, we don’t start with AI tools
We start with operational workflows and data foundations. MATE accelerates implementation once those foundations are in place — which is exactly why the AI we ship is reliable instead of a demo that never reaches production.
What MATE supports
Multi-agent orchestration
Coordinate multiple AI agents across a single workflow, reliably and observably.
MCP connectivity
Connect to systems, tools, and data sources through the Model Context Protocol.
Governance
Policy, guardrails, and oversight built into how AI runs — not bolted on after.
Role-based access
Control who can use, configure, and deploy which AI workflows.
Cost tracking
Visibility into AI consumption and spend, so operational AI stays accountable.
Multi-tenant architecture
Run isolated, governed AI environments across teams or business units.
MVP Soft sells transformation. MATE powers the delivery.
You don’t buy MATE — you benefit from it. It’s the engine that lets us deliver governed, reliable AI as part of your modernization, and it’s open source, so there’s no black box and no lock-in.
See AI Enablement