Agentic AI for the enterprise. In production, not in theory.
The agentic era is moving fast, and most of what's being built won't interoperate. Agents need to communicate across vendors, orchestrate across systems, and run at enterprise scale – and that only works on open, composable foundations. The Agent Ecosystem program is where enterprise organizations, technology vendors, and integration partners build multi-agent, cross-system solutions that work – across vendors, across platforms, at scale.
Making Agentic AI Actionable for Enterprise
Reference architectures, adoption patterns, and working demonstrations of multi-system agent deployments – built by the organizations deploying them.
Architectures & Patterns
Two active working groups are producing decision-grade artifacts: one mapping enterprise agent architecture from LLM-assisted workflows to fully autonomous systems, and one focused on the mental models and organizational change required to actually operate agents. Both are open for contribution.
Multi-System Agent Demos
Show & Tell sessions where real solutions are demonstrated across real systems. Working deployments across commerce, digital experience, and customer data. Sessions are structured around live systems, not slides. Participants see what was built, how it connects, what broke, and what the team learned.
Who is in The Room
Named enterprise brands working alongside 60+ technology vendors and integration partners. The conversations that move this work forward are happening here. This is a practitioner community. Enterprise teams share implementation realities. Vendors contribute technical depth. The work is vendor-neutral and the outputs belong to the community.
Where Agentic AI Gets Built and Tested
The fastest way to learn agentic AI is to build an agent. Each Exchange is structured around a real platform, a defined multi-agent use case, and a peer cohort doing the work in real time. Participants get hands-on access to live enterprise systems from participating vendors, expert facilitation, and a community of practitioners building alongside them. Findings are documented and shared with the broader MACH Alliance community. Come with a challenge. Leave with a working prototype.
The Ecosystem at work
These aren't prototypes. They're live deployments, measured outcomes, and the patterns the rest of the ecosystem learns from. This is the Agent Ecosystem in action.
Wyze
AI shopping agents that autonomously discover, purchase, and manage orders. Click-to-delivery times cut by more than 50%. Zero additional headcount for the new channel.
Read the case study →
Carparts.com
Deployed 20+ active agents across customer-facing commerce and internal operations. $500K+ in cost savings within 6–8 months. 10x faster feature prototyping.
Bash
A conversational shopping agent that monitors sessions in real time and engages hesitating shoppers autonomously. 35.2% uplift in conversion rate. 39.8% increase in revenue per visit.
Enterprise Brand Supporters
Member Supporters
“AGNTCY is building the infrastructure for the Internet of Agents. We are pleased to have MACH Alliance join us in creating a diverse, collaborative space to innovate, develop, and maintain software components and services for agentic workflows and multi-agent software.”
– John Parello, Principal Engineer, CISCO (Founding Member of AGNTCY)