Telcos Have 6 Months to Own AI | TIP X Aible

Why It Matters

Embedding scalable, user‑friendly AI agents lets telcos unlock new revenue streams and stay relevant in the emerging AI‑grid ecosystem, while operators that lag risk losing market share.

Key Takeaways

• Telcos must adopt AI within six months to stay competitive.
• Aible enables business users to build scalable, secure AI agents.
• Long‑running “claw” agents coordinate core‑edge operations in real time.
• Automated data pipelines handle billions of rows, accelerating model iterations.
• Partnerships with Nvidia, Cisco, and cloud providers embed AI across networks.

Summary

The video features Vishal Mur and Aible founder Orijit Senupta urging telecom operators to seize AI within six months, positioning the technology as essential for future competitiveness. They introduce Aible’s Able platform, which empowers business users to create enterprise‑scale, secure AI agents without deep technical expertise. Key insights include rapid prototyping—222 agents built in 90 minutes at the State of Nebraska—and massive data handling, such as analyzing 4.8 billion rows for CVS and executing 100+ model iterations in five days for Baptist Health. The platform automates the entire data pipeline, enabling swift iteration and actionable insights for churn, billing disputes, and predictive maintenance. A notable quote, “AI made by the many for the few is a problem; business users must build the agents,” underscores the democratization goal. The discussion also highlights “claw” long‑running agents that coordinate edge and core resources, demonstrated with Cisco and Nvidia at GTC, and applied to real‑world use cases like autonomous maintenance ticketing. Implications are clear: telcos become the connective tissue of the AI grid, providing low‑latency links between distributed compute nodes. By embedding Aible’s claws, operators can monetize data, enhance SLA across edge‑core, and capture new revenue from private 5G and AI‑driven services, or risk falling behind competitors.

Original Description

Will telcos own the AI value chain—or build it and watch others capture the value? In this Telecom Infra Project podcast, TIP's Vishal Mathur talks with Aible CEO Arijit Sengupta about why long-running agents ("claws") put telcos front and center in the AI grid. They cover the shift "from bytes to tokens," coordinating agents across core and edge, and why the lines connecting the nodes now matter more than the nodes themselves. Featuring stories from Cisco, CVS, Baptist Health, IKEA, and the Aible SafeClaw launch at NVIDIA GTC with partners including NVIDIA, Dell, HPE, and Nebius.

📌 Chapters and resources:

👉 Cisco gives the Secure AI Factory with NVIDIA a secure multi-agent edge up: https://blogs.cisco.com/datacenter/cisco-gives-its-secure-ai-factory-with-nvidia-a-secure-multi-agent-edge-up

👉 Aible on Cisco: Secure, Business-Optimized Autonomous Long-Running Agents From Edge to Core: https://www.aible.com/aible-cisco-edge2core-announcement

00:00 Introduction

00:44 Arijit's background & "AI Is a Waste of Money"

02:04 The "I Am Aible" mission + Nebraska, CVS & Baptist Health

04:40 GTC partners and the SafeClaw launch

06:48 From atomic agents to OpenClaw

08:15 The AI grid: telcos as the glue

09:09 The Cisco warehouse claw (blogs referenced)

12:44 Nodes vs. the lines that connect them

13:38 Where to run claws: edge vs. core

14:33 IKEA, Baptist Health & the agent-first mindset

15:56 Three ways to work with Aible

17:53 The pitch to telco CTOs

18:22 The "Apple moment" risk

19:45 Why telcos have six months to act

20:24 TIP, FYUZ Seattle & 2026

21:30 Partnerships & what's next

22:26 Giving people superpowers, not replacing them

23:06 Wrap-up