The Network as Nervous System: Connecting the AI Edge

MaiaEdge CEO and Co-founder Abilash Menon challenges a foundational assumption: existing network infrastructure can carry the weight of distributed AI workloads. He explains why agentic AI demands a federated, programmable fabric across carriers, operators, and data centers, not just faster pipes. What does sovereignty look like when agents run the network? 

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In this Executives at the Edge episode, host Pascal Menezes explores these topics and more with Abilash Menon of MaiaEdge:

• Why does distributed AI inference expose a “first mile” connectivity problem that centralized architectures were never built to solve?
• How do training and inference workloads place fundamentally different demands on network fabric and latency?
• What does federation actually require from operators, and where do automation and sovereignty fit in?
• As agentic AI multiplies inter-service calls across decentralized infrastructure, what breaks first in today’s network model?
• Why does the “middle” of the network, between fiber operators, carriers, and data centers, remain a programmability and visibility black box?
• How will data sovereignty policies shape the way federated AI networks are built and governed across regions?

Learn More

• Learn how Mplify’s Lifecycle Service Orchestration APIs enable automated, multi-domain service orchestration across the ecosystem.
• Discover how NaaS supports AI-ready, programmable connectivity for distributed workloads
• Explore how Mplify Certification validates performance and consistency across providers.

About Our Guest

Abilash Menon, CEO and Co-founder, MaiaEdge

Abilash brings over 20 years in networking and more than 40 patents, blending deep technical expertise with visionary leadership. He led MPLS architecture teams at Cisco, drove SD-WAN breakthroughs at pioneering startup 128 Technology, and designed large-scale network solutions at Juniper Networks. A graduate of the Kellogg School of Management’s Executive MBA program, he combines business acumen with engineering depth.

Executives at the Edge podcast is brought to you by Mplify, a global alliance of network, cloud, cybersecurity, and enterprise organizations working together to accelerate the AI-powered digital economy through standardization, automation, certification, and collaboration.

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