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Designing AI-Native Service Operations: From Automation to Resolution

Layering AI onto legacy service architecture produces incremental improvements on a model that was not designed for autonomous resolution at scale. In this Six Five On The Road conversation at Zendesk Relate 2026, Vishnu Parimi, VP of Product at Zendesk, joins Keith Kirkpatrick and Melody Brue to examine what AI-native service operations actually require: unified resolution systems, specialized agents built for domain-specific workflows, and governance embedded into the architecture from the start rather than retrofitted after deployment.

Designing AI-Native Service Operations: From Automation to Resolution
Designing AI-Native Service Operations: From Automation to Resolution

Layering AI onto legacy service architecture produces incremental improvements on a model that was not designed for autonomous resolution at scale. In this Six Five On The Road conversation at Zendesk Relate 2026, Vishnu Parimi, VP of Product at Zendesk, joins Keith Kirkpatrick and Melody Brue to examine what AI-native service operations actually require: unified resolution systems, specialized agents built for domain-specific workflows, and governance embedded into the architecture from the start rather than retrofitted after deployment.

From AI Strategy to Execution: How Forward Deployed Engineering Is Closing the Enterprise Gap

Accenture and ServiceNow launched the Forward Deployed Engineering program at Knowledge 2026 to address the delivery gap that keeps 88% of enterprise AI initiatives from reaching scale production. David Kanter, Senior Managing Director and Global Head of the ServiceNow Business Alliance at Accenture, and Miku Jha, GVP of Applied AI and Forward Deployed Engineering at ServiceNow, outline how embedding co-engineering teams inside customer environments from day one, backed by 300+ agentic AI workflows and a governance-first architecture, changes what enterprise AI deployment actually produces.

From AI Strategy to Execution: How Forward Deployed Engineering Is Closing the Enterprise Gap
From AI Strategy to Execution: How Forward Deployed Engineering Is Closing the Enterprise Gap

Accenture and ServiceNow launched the Forward Deployed Engineering program at Knowledge 2026 to address the delivery gap that keeps 88% of enterprise AI initiatives from reaching scale production. David Kanter, Senior Managing Director and Global Head of the ServiceNow Business Alliance at Accenture, and Miku Jha, GVP of Applied AI and Forward Deployed Engineering at ServiceNow, outline how embedding co-engineering teams inside customer environments from day one, backed by 300+ agentic AI workflows and a governance-first architecture, changes what enterprise AI deployment actually produces.

Lenovo AI Library Validation: Results on Enterprise AI Knowledge Management

Ryan Shrout and Mitch Lewis of Signal65 walk through their independent validation of the Lenovo Knowledge Superagent with Sarah Lundgren, Director of Technical Enablement for Hybrid Cloud and AI at Lenovo. The conversation covers why agentic AI addresses knowledge management failures that wikis and enterprise search could not, how Lenovo deployed the platform internally to drive organic adoption, and what Signal65 measured: 30% reduction in retrieval time, 81% employee adoption, 120 hours saved per employee annually, and up to $17 million in potential productivity value at scale.

Lenovo AI Library Validation: Results on Enterprise AI Knowledge Management
Lenovo AI Library Validation: Results on Enterprise AI Knowledge Management

Ryan Shrout and Mitch Lewis of Signal65 walk through their independent validation of the Lenovo Knowledge Superagent with Sarah Lundgren, Director of Technical Enablement for Hybrid Cloud and AI at Lenovo. The conversation covers why agentic AI addresses knowledge management failures that wikis and enterprise search could not, how Lenovo deployed the platform internally to drive organic adoption, and what Signal65 measured: 30% reduction in retrieval time, 81% employee adoption, 120 hours saved per employee annually, and up to $17 million in potential productivity value at scale.

Google I/O Goes Full Stack, NVIDIA Prints $81B, and the SaaSpocalypse Debate Reaches Its Verdict | Ep. 305

Patrick Moorhead and Daniel Newman return from Dell Technologies World to unpack Google I/O's Gemini-as-operating-system moment, the Blackstone-Google TPU joint venture nobody saw coming, NVIDIA's $81.6 billion quarter with a $91 billion guide, and debate whether or not the “SaaSpocalypse” is finally over.

Google I/O Goes Full Stack, NVIDIA Prints $81B, and the SaaSpocalypse Debate Reaches Its Verdict | Ep. 305
Google I/O Goes Full Stack, NVIDIA Prints $81B, and the SaaSpocalypse Debate Reaches Its Verdict | Ep. 305

Patrick Moorhead and Daniel Newman return from Dell Technologies World to unpack Google I/O's Gemini-as-operating-system moment, the Blackstone-Google TPU joint venture nobody saw coming, NVIDIA's $81.6 billion quarter with a $91 billion guide, and debate whether or not the “SaaSpocalypse” is finally over.

From AI Ambition to Execution: Michael Dell on How Leaders Turn Strategy Into Competitive Advantage

The gap between AI strategy and AI execution is where competitive advantage is won or lost. In this Six Five On The Road conversation at Dell Technologies World 2026, Michael Dell, CEO of Dell Technologies, joins Patrick Moorhead and Daniel Newman to examine what separates organizations that successfully operationalize AI from those stuck in the pilot phase, how leaders should balance urgency with discipline, and what infrastructure decisions will define enterprise competitive position over the next 12 to 24 months.

From AI Ambition to Execution: Michael Dell on How Leaders Turn Strategy Into Competitive Advantage
From AI Ambition to Execution: Michael Dell on How Leaders Turn Strategy Into Competitive Advantage

The gap between AI strategy and AI execution is where competitive advantage is won or lost. In this Six Five On The Road conversation at Dell Technologies World 2026, Michael Dell, CEO of Dell Technologies, joins Patrick Moorhead and Daniel Newman to examine what separates organizations that successfully operationalize AI from those stuck in the pilot phase, how leaders should balance urgency with discipline, and what infrastructure decisions will define enterprise competitive position over the next 12 to 24 months.

From Strategy to Outcomes: How Dell Services Are Shaping the Next Enterprise AI Era

Enterprises are no longer asking whether to adopt AI. They are asking why execution keeps falling short of strategy. In this Six Five On The Road conversation at Dell Technologies World 2026, Doug Schmitt, CIO and President of Services at Dell Technologies, joins Patrick Moorhead and Daniel Newman to examine what it takes to move enterprise AI from pilot to production, how agentic systems are changing the services engagement model, and what governance, token economics, and infrastructure alignment demand from organizations as AI scales.

From Strategy to Outcomes: How Dell Services Are Shaping the Next Enterprise AI Era
From Strategy to Outcomes: How Dell Services Are Shaping the Next Enterprise AI Era

Enterprises are no longer asking whether to adopt AI. They are asking why execution keeps falling short of strategy. In this Six Five On The Road conversation at Dell Technologies World 2026, Doug Schmitt, CIO and President of Services at Dell Technologies, joins Patrick Moorhead and Daniel Newman to examine what it takes to move enterprise AI from pilot to production, how agentic systems are changing the services engagement model, and what governance, token economics, and infrastructure alignment demand from organizations as AI scales.

The Autonomous Service Workforce: How AI Is Reshaping Customer Operations

Incremental automation has reached the limits of what it can deliver for enterprise service organizations. In this Six Five On The Road conversation at Zendesk Relate 2026, Zendesk CEO Tom Eggemeier joins Keith Kirkpatrick and Melody Brue to examine the shift toward autonomous service operations, why specialized AI agents are replacing generalist automation, how resolution-based pricing is rewriting the economics of the service platform market, and what enterprises must do now to prepare for an increasingly agentic CX environment.

The Autonomous Service Workforce: How AI Is Reshaping Customer Operations
The Autonomous Service Workforce: How AI Is Reshaping Customer Operations

Incremental automation has reached the limits of what it can deliver for enterprise service organizations. In this Six Five On The Road conversation at Zendesk Relate 2026, Zendesk CEO Tom Eggemeier joins Keith Kirkpatrick and Melody Brue to examine the shift toward autonomous service operations, why specialized AI agents are replacing generalist automation, how resolution-based pricing is rewriting the economics of the service platform market, and what enterprises must do now to prepare for an increasingly agentic CX environment.

Resolution as Architecture: Engineering Autonomous Service Systems That Actually Scale

Faster AI responses did not solve the enterprise service problem. The shift now is to resolution as the organizing principle for service platform design. In this Six Five On The Road conversation at Zendesk Relate 2026, Shashi Upadhyay, President of Product, Engineering, and AI at Zendesk, joins Melody Brue and Keith Kirkpatrick to examine what autonomous service systems require at the architecture level, why fragmented tooling prevents consistent AI outcomes, how specialized agents outperform generalist models in production environments, and what will define the next generation of CX platforms as AI becomes embedded into core operational workflows.

Resolution as Architecture: Engineering Autonomous Service Systems That Actually Scale
Resolution as Architecture: Engineering Autonomous Service Systems That Actually Scale

Faster AI responses did not solve the enterprise service problem. The shift now is to resolution as the organizing principle for service platform design. In this Six Five On The Road conversation at Zendesk Relate 2026, Shashi Upadhyay, President of Product, Engineering, and AI at Zendesk, joins Melody Brue and Keith Kirkpatrick to examine what autonomous service systems require at the architecture level, why fragmented tooling prevents consistent AI outcomes, how specialized agents outperform generalist models in production environments, and what will define the next generation of CX platforms as AI becomes embedded into core operational workflows.

Customer Zero at Scale: How Accenture Is Building the Autonomous IT Function on ServiceNow

Accenture operates ServiceNow across 1,900 business services and 800,000 employees as Customer Zero, running AI capabilities in production before advising clients to do the same. CIO Tony Leraris and Global IT Delivery and Capability Director Monika Patel-Mistry break down the live Autonomous Specialist pilot, the AI Control Tower governance architecture, and why secure-by-design is an architectural commitment that has to be made before the first agent goes live, not after the first problem surfaces.

Customer Zero at Scale: How Accenture Is Building the Autonomous IT Function on ServiceNow
Customer Zero at Scale: How Accenture Is Building the Autonomous IT Function on ServiceNow

Accenture operates ServiceNow across 1,900 business services and 800,000 employees as Customer Zero, running AI capabilities in production before advising clients to do the same. CIO Tony Leraris and Global IT Delivery and Capability Director Monika Patel-Mistry break down the live Autonomous Specialist pilot, the AI Control Tower governance architecture, and why secure-by-design is an architectural commitment that has to be made before the first agent goes live, not after the first problem surfaces.

From AI Ambition to AI Outcomes: Building the Infrastructure Foundation for Enterprise AI

The bottleneck slowing enterprise AI is not the model or the compute. It is the memory and storage architecture feeding the compute. In this Six Five On The Road conversation at Dell Technologies World 2026, Alan Walker of Samsung Semiconductor and Ben Burgess of Dell Technologies join Matt Kimball to examine stranded GPU economics, co-engineered infrastructure, and what the shift to agentic AI demands from an enterprise stack that was built for a different operating model.

From AI Ambition to AI Outcomes: Building the Infrastructure Foundation for Enterprise AI
From AI Ambition to AI Outcomes: Building the Infrastructure Foundation for Enterprise AI

The bottleneck slowing enterprise AI is not the model or the compute. It is the memory and storage architecture feeding the compute. In this Six Five On The Road conversation at Dell Technologies World 2026, Alan Walker of Samsung Semiconductor and Ben Burgess of Dell Technologies join Matt Kimball to examine stranded GPU economics, co-engineered infrastructure, and what the shift to agentic AI demands from an enterprise stack that was built for a different operating model.

C-Suite Vision

THE CEO SERIES

Hear from top execs on how they’re optimizing now, and where they’re placing bets for tomorrow.

From AI Ambition to Execution: Michael Dell on How Leaders Turn Strategy Into Competitive Advantage
The Autonomous Service Workforce: How AI Is Reshaping Customer Operations
AI Beyond the Pilot: How Freshworks Is Delivering Real Outcomes in IT Service Operations
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