Moving Beyond AI Pilots to Business Transformation

Why It Matters

Without shifting from siloed pilots to integrated, data‑driven AI initiatives, telcos risk missing revenue opportunities and falling behind competitors that leverage flexible infrastructure and ecosystem partnerships.

Key Takeaways

• AI pilots must shift from proof‑of‑concepts to revenue‑generating solutions.
• Cultural alignment and leadership buy‑in outweigh technology alone for AI success.
• Data sharing across IT and network teams is critical for AI scalability.
• Heterogeneous compute infrastructure, not a single stack, enables flexible AI deployment.
• Partnerships with ecosystem players like Dell are essential for telco AI transformation.

Summary

The panel at Telecom TV’s DSP Leaders Forum tackled the gap between AI pilots and true business transformation for telecom operators. Speakers emphasized that AI should move beyond isolated proof‑of‑concepts toward initiatives that directly boost revenue and customer experience.

Key insights highlighted a cultural shift: leadership must understand how AI fits the business, not the reverse. Data silos were flagged as a major blocker, with calls for open sharing between IT, network, and analytics teams. Flexible, heterogeneous compute—from edge accelerators to core servers—was deemed essential, as AI models evolve rapidly and a single hardware stack cannot keep pace.

Notable remarks included Chris Lewis warning that AI is a tool, not a destination, and Dell’s Anna Lester describing Dell’s evolution into an AI‑driven company that partners to provide proven use cases. Rashad Agaval stressed the need for a general‑purpose, software‑disaggregated architecture to avoid locking in today’s hardware.

The implications are clear: telcos must re‑engineer processes, invest in cross‑functional data strategies, and forge deep partnerships to translate AI experiments into measurable business outcomes. Those that succeed will unlock new revenue streams, improve CX scores, and stay competitive in an increasingly AI‑centric market.

Original Description

Industry experts discuss the challenges of scaling AI deployments in the telecom industry, emphasising the need for cultural change, better decision-making frameworks and flexible infrastructure partnerships as opposed to technology-focused approaches.

Featuring:

Anna Lester, Account Executive, Dell Technologies

Chris Lewis, Managing Director, Lewis Insights

Prashant Agarwal, Head of Business Development, Telco EMEA, Intel Corporation

#telecomtv #ai #intel #dell