The true power of agentic systems lies in openness. The growth of agentic AI is too vast, too important, and too transformative to belong to any single software vendor. To move beyond single-prototype boundaries and achieve true resilience at scale, the industry requires open standards, shared communication layers, and systemic cohesion.
For this week’s Community Spotlight, we sat down with Jason Cottrell, President of the MACH Alliance and Founder and CEO of Orium, to discuss why open, vendor-neutral standards will define the next generation of multi-agent networks.
The Power of an Open Network
Bringing widespread operational experience to the agentic ecosystem, the MACH Alliance represents a global industry association encompassing:
- Over 250,000 practitioners
- More than 120 members, including hyper-scalers, global systems integrators (GSIs), independent software vendors (ISVs), and major payment rails.
By aligning this extensive network with the open initiatives championed by the Agentic AI Foundation (AAIF), the goal is to translate high-level open source standards into cross-compatible product roadmaps that ensure deep, ecosystem-wide interoperability without relying on proprietary vendor tech.
Moving Beyond the “Single Agent” Misconception
One of the industry’s core challenges is that agentic AI is still commonly viewed as a single assistant performing a single task, when its greatest potential lies in orchestrating multiple specialized agents that work together.
Organizations need to adjust their engineering frameworks for an entirely different, multi-party reality:
“It’s not about one agent or one agentic AI. Think hundreds or thousands that are going to be running in a typical business just a few years from now. How will all those work together?”
Multi-agent ecosystems will span several critical architectural touchpoints, each playing a distinct role in enabling coordinated AI-driven workflows
- Embedded 1:1 Agents: Highly specialized units integrated directly within a user’s data instances.
- Engineered Workflows: Persistent, multi-agent networks purpose-built to orchestrate core logic and cross-functional processes.
- Composed Integrations: Specialized agent extensions attached directly to foundational software systems that companies rely on daily.
From Human Supervision to Persistent Agent Networks
The industry is moving through a major architectural shift. While today’s mainstream interactions rely on close, localized human supervision of AI tasks, the underlying paradigm is moving rapidly toward autonomous, agent-to-agent collaboration.
The future layout of commerce, fulfillment, and procurement relies on creating secure multi-company and multi-party networks. True ecosystem-level scalability requires open standards to handle the deep infrastructure puzzles behind these agent networks—specifically around identity management, secure payment protocols, and collaborative governance.
A Call to Action for 2026 Leadership: Illuminate the Solution Space
As we navigate 2026, technology leaders and founders face a distinct challenge. While it’s tempting to focus on disruption and the workflows AI is replacing, the real opportunity is to illuminate the new capabilities AI is making possible.
Agentic AI changes the paradigm from slow, expensive, or heavily delayed human-facilitated workflows into decentralized, always-on capabilities. When building out systems, it is essential to focus on the broader open ecosystem:
- Focus on the Systems Layer: The primary bottleneck is no longer the raw model capabilities—it is a systems access, data availability, and change management puzzle.
- Reframe the Engineer’s Role: Engineers don’t just want to manage boilerplate code; they want to solve complex architectural puzzles. Agentic infrastructure frees teams to tackle entirely new tiers of technical challenges.
- Engage with Open Standards: Get involved directly with ongoing open source and open standard initiatives. Defining open communication layers ensures that the investments an enterprise makes today remain timeless, durable, and completely free from vendor lock-in.
Get involved
The Agentic AI Foundation is entirely open, public, and built on community collaboration. Whether you are an enterprise strategist looking for architectural blueprints or a developer ready to jump into GitHub issues, there are several ways to get started:
- Stay Informed: Follow the AAIF social pages (LI, X, BlueSky) and subscribe to the community newsletter for highly condensed, curated updates on global AI innovation.
- Read the Curated Content: Dive into The Daily Agentic for quick, highly digestible insights on current trends.
- Contribute Code: Visit the AAIF site and navigate to the repositories to check out open issues, collaborate with maintainers, and help shape open source agent projects.