Liquid data

I help organisations become future-fit. #Mindcandy scenario prompts are part of that. They are designed to stretch your imagination, sharpen situational awareness, and spark opportunity thinking. Find out more here.

Digital transformation #mindcandy 26 September 2025

  • AI is becoming architecture, not just a tool. Agentic AI is cutting ERP process time by 60%. That’s a business redesign signal.
  • Developers are already AI-first. With 84% using AI tools, governance is no longer optional—it’s strategy.
  • Data is going liquid. Streaming enables predictive maintenance, personalised retail, and real-time decisions.
  • Generative AI is table stakes. The question isn’t if but how you integrate it into workflows.
  • Hardware is now your soft spot. IoT and forgotten APIs are rising attack surfaces.
  • Bad data = missed revenue. Without clean, trusted first-party data, AI doesn’t guide work—it misguides it.

You are the upgrade

You are the upgrade, augmented natural intelligence as the only way forward (e-book, also available as a Bookbuzz session)

Data, acceleration, and the future of intelligence: Lessons from 25 core books (and links to 114 other books) about AI, technology abstraction, and consciousness.

What The New AI Architecture Means For Business

https://www.forbes.com/councils/forbestechcouncil/2025/09/16/what-the-new-ai-architecture-means-for-business/

The rapid rise of artificial intelligence, and particularly the shift toward agentic AI, is introducing an entirely new layer of architectural complexity.

Benchmarking AI-assisted developers (and their tools) for superior AI governance

https://sdtimes.com/ai/benchmarking-ai-assisted-developers-and-their-tools-for-superior-ai-governance/

84% of developers confirming they are currently using (or planning to use) AI coding tools in their daily workflows.

Tap into real-time insights with data streaming

https://www.devprojournal.com/technology-trends/data-streaming/tap-into-real-time-insights-with-data-streaming/

Explore what data streaming is and how it powers everything from personalized retail experiences to predictive maintenance in factories, all in real time.

How to Integrate Generative AI as a True Partner in Digital Transformation

https://msdynamicsworld.com/blog-post/how-integrate-generative-ai-true-partner-digital-transformation

Most business leaders no longer ask “should we use AI?” The question has shifted to “how do we use AI in a way that actually changes how we work?”

Hardware vulnerabilities soar amid spread of IoT devices

https://betanews.com/2025/09/23/hardware-vulnerabilities-soar-amid-spread-of-iot-devices/

New attack vectors and often forgotten targets like APIs and hardware are vulnerable and should be a key focus for CISOs today 

Bad Data = Missed Revenue: Why GTM Success Starts with Clean Data and Execution-First Intelligence

https://www.rtinsights.com/bad-data-missed-revenue-why-gtm-success-starts-with-clean-data-and-execution-first-intelligence/

Companies that invest in structuring their first-party data today are laying the groundwork for AI systems that don’t just guide work; they do it.

AI Tools for Data Management: From Hype to Business Impact

https://www.unite.ai/ai-tools-for-data-management-from-hype-to-business-impact/

For companies aiming to excel, they must steer away from the hype and look for tools that utilize AI meaningfully instead of a legacy solution packaged in an AI wrapper

Firms Improving Data Management for AI Outcomes, ISG Says

https://www.morningstar.com/news/business-wire/20250923742983/firms-improving-data-management-for-ai-outcomes-isg-says

Advanced data software tools help companies provide integrated, trusted, well-governed data for effective AI implementations, new research says

How Agentic AI Is Quietly Rewriting The Rules Of Organizational Efficiency In ERP And Beyond

https://www.forbes.com/councils/forbestechcouncil/2025/09/24/how-agentic-ai-is-quietly-rewriting-the-rules-of-organizational-efficiency-in-erp-and-beyond/

In ERP, agents can cut process time by as much as 60%, accelerating invoice matching, approvals and reconciliations while reducing errors

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