Author: Carsten Krause

Token Based AI Models

The End of Unlimited AI? How CIOs, CDOs and CAIOs Must Prepare for the Shift from Subscription AI to Token Economics

The enterprise AI market is undergoing significant changes, shifting from a focus on adoption to economic sustainability amid rising costs and investor pressure. Companies now face unpredictable AI spending, prompting a need for robust financial oversight and new ROI metrics. Successful organizations will embrace AI FinOps principles to optimize costs and measure business value effectively.

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Steve Jobs Drew Four Boxes. It Saved Apple.

Successful business turnarounds often begin with simplification rather than innovation. Leaders like Steve Jobs, Andy Grove, and Satya Nadella effectively eliminated distractions and focused on key priorities, allowing their companies to thrive. In today’s complex landscape, organizations must prioritize reducing initiatives to maximize value and achieve transformative success.

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From Human-in-the-Loop to Human-under-the-Loop: The Next Stage of AI May Redefine Leadership, Work, and Control

The AI debate is evolving beyond merely keeping humans in control to considering scenarios where AI agents coordinate their peers, potentially becoming the primary managers of work. This transition raises critical questions about human roles, accountability, and the risks of over-reliance on AI, emphasizing the need for Elevated Collaborative Intelligence™ to balance human judgment with AI efficiency.

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Podcast Episode: Transforming Healthcare: Why the Real AI Revolution Isn’t in the Pilot—It’s in C

The CDO TIMES podcast discusses the challenges of implementing healthcare AI, emphasizing the need for clinician trust and institutional credibility. Highlighting a panel discussion, they explore AI’s role in reducing administrative burdens, improving patient satisfaction, and fostering health equity, while underscoring trust and governance as vital components for success.

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Transforming Healthcare: Why the Real AI Revolution Isn’t in the Pilot—It’s in Clinical Production

How healthcare leaders are moving beyond AI experimentation to build trusted, scalable, and clinically validated systems By Carsten KrauseMay 29, 2026 The healthcare industry has never suffered from a shortage of innovation. It has suffered from a shortage of trust. For decades, healthcare leaders have been presented with breakthrough technologies – See more –

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Case Study: SAP’s Autonomous Enterprise AI Bet

At SAP Sapphire 2026, SAP announced a transformative shift in ERP, evolving from a system of record to a system of reasoning, integrating AI for autonomous operations. The focus is on context-driven AI governance, enhancing operational intelligence through a redesigned user experience and a “Company Memory” concept to capture institutional knowledge effectively.

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The Rise of AI Agents: Why Enterprise Leaders Are Rethinking Automation, Governance, and the Future of Work

The enterprise AI landscape is shifting from traditional AI assistants to autonomous AI agents capable of executing workflows and making decisions independently. This evolution highlights the importance of governance, context management, and collaboration between human and AI systems. Companies must prioritize trust and orchestration to successfully integrate these agents into operations.

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Hooded figure in dark robe surrounded by flowing digital code streams A hooded figure controls swirling streams of digital code in a futuristic setting

Bytes of Brilliance – Episode 16: Scott Taylor – the Data Whisperer

In Episode 16 of the Bytes of Brilliance Podcast, host Carson Krause interviews Scott Taylor, the “Data Whisperer.” They discuss the importance of effective communication in data management, emphasizing the need for a trustworthy foundation to tell compelling stories. Taylor’s insights provide a roadmap for data leaders to align projects with enterprise goals and secure executive support.

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Bytes of Brilliance – Episode 17: Mir Ali, Head of Data & Analytics, Hershey Company – Leading Digital Transformation by Inspiration

In Episode 17 of the Bytes of Brilliance Podcast, Mir Ali, Head of Data & Analytics at Hershey, discusses leading digital transformation through inspiration. He shares insights on building engineering culture, scaling global platforms, and the practical realities of AI adoption. Ali emphasizes human-centric approaches for effective digital modernization, essential for executive leaders.

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The AI Remix: How Artificial Intelligence Is Rewriting the Future of Music, Media, and Creative Production

From Grammy Studios to Generative Soundscapes, the Creative Economy Is Entering Its Most Disruptive Era Since the Internet By Carsten KrauseMay 11, 2026 The music industry has survived vinyl disruption, cassette piracy, Napster, MP3 compression, YouTube, Spotify, TikTok, and the collapse of physical media economics. Yet artificial intelligence may become – See more –

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