Embracing Digital Transformation

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AI transformation fails when teams skip the most important ingredient: context. Host Dr. Darren welcomes Artem Koren, Chief Product Technology Officer at Sembly AI, to unpack why enterprise AI success depends on clear intent, quality standards, and better requirements—not just buying a platform. They explore digital transformation, AI workflow redesign, and how to make AI actually useful in the real world. ## Key Takeaways - **AI is changing transformation from automation to reimagining work.** Many workflows are no longer just faster—they’re fundamentally different. - **Context is the missing layer.** AI performs best when it understands the business problem, the user, the brand, and the operating environment. - **“Intent technology” needs stronger requirements.** Unlike traditional software, AI outputs can vary, so leaders must define what good looks like up front. - **Large organizations face a bigger challenge.** Tribal knowledge, consistency, and brand standards make enterprise AI harder to deploy well. - **ROI requires a specific use case.** Don’t ask whether your company “uses AI”; ask whether AI improves a measurable business outcome. - **Presentation formats may need to evolve.** AI can help teams move beyond traditional slide decks and create more effective, audience-specific communication. ## Chapters - **00:00** Introduction: Why AI transformation fails without context - **02:00** Artem Koren’s background in technology, consulting, and AI - **07:10** How digital transformation has changed in the AI era - **12:40** Functional software vs. intent technology - **17:30** Why AI requires richer requirements and quality standards - **23:05** The role of context, culture, and tribal knowledge in enterprise AI - **29:10** Why “we use AI” is not a real ROI strategy - **35:20** Defining success for AI-powered workflows and presentations - **42:00** Reimagining slides, presentations, and communication with AI - **47:15** Sembly AI, the new product release, and how to connect with Artem

What is Embracing Digital Transformation?

Dr. Darren Pulsipher, Chief Enterprise Architect for Public Sector, author and professor, investigates effective change leveraging people, process, and technology. Which digital trends are a flash in the pan—and which will form the foundations of lasting change? With in-depth discussion and expert interviews, Embracing Digital Transformation finds the signal in the noise of the digital revolution.

People
Workers are at the heart of many of today’s biggest digital transformation projects. Learn how to transform public sector work in an era of rapid disruption, including overcoming the security and scalability challenges of the remote work explosion.

Processes
Building an innovative IT organization in the public sector starts with developing the right processes to evolve your information management capabilities. Find out how to boost your organization to the next level of data-driven innovation.

Technologies
From the data center to the cloud, transforming public sector IT infrastructure depends on having the right technology solutions in place. Sift through confusing messages and conflicting technologies to find the true lasting drivers of value for IT organizations.