The future is future fitness. The advantage isn’t prediction. It’s how fast your team can notice and anticipate change and respond.
Dirty data is not a data problem. It’s a decision problem.
Dirty data is anything inaccurate, incomplete, inconsistent, outdated, duplicated, or defined differently across systems, making it unreliable for business use. And it’s everywhere. It can take many forms, such as duplicate records, missing or null values, inconsistent formats, outdated information, invalid entries, or broken relationships between records or conflicting definitions across systems. AI doesn’t fix this. AI amplifies it.
The prompt
If your top three KPIs are wrong by 10–20%, what would you do differently? Discuss this with your team, decide you moves. If you need help, DM me.
https://www.ibm.com/think/topics/dirty-data
All the prompts:
My latests book about books about AI
Data, acceleration, and the future of intelligence: Lessons from 25 core books about AI, technology abstraction, and consciousness.
https://www.ronimmink.com/product/a-book-about-books-about-ai/
How AI is Shaping the Future of Robotics with Low-Code and No-Code Solutions
Low-code/no-code platforms shift robot programming tasks from humans to machines. Rather than requiring extensive coding knowledge and creating new code for each new application, these platforms provide intuitive interfaces that allow users to configure and adapt systems through simple interactions.
https://www.automate.org/ai/industry-insights/ai-low-code-and-no-code-solutions-in-robotics
Closing the ERP Intelligence-to-Action Gap
Over 70% of ERP initiatives by 2027 are expected to fail in meeting original business goals due to structural issues rather than data quality, highlighting a critical intelligence-to-action gap.
https://erp.today/closing-the-erp-intelligence-to-action-gap/
Quantum computing: why UK businesses need to act now
Quantum computing may feel like science fiction, but its impact on business security is real and approaching fast. With the power to break today’s encryption, organisations that wait risk leaving critical data exposed
https://www.raconteur.net/technology/quantum-computing-why-uk-businesses-need-to-act-on-now
Why circular IT is no longer optional
As geopolitical pressure, resource scarcity and digital demand collide, circularity is moving from sustainability aspiration to strategic necessity. Steve Haskew of Circular Computing explains why designing for circular IT is critical now – and how small procurement shifts can unlock big economic, environmental and social gains.
https://www.thinkdigitalpartners.com/news/2026/02/11/qa-why-circular-it-is-no-longer-optional/
Management Teams Need AI To Be More Disagreeable
By bringing together multiple AI models, you can configure them up to debate and argue over how to best achieve strategic goals. Just as you would expect humans to do, but as a technological ‘Hive Mind’.
AI at Scale Is an Operating Model Problem, Not a Technology One
Data readiness must precede large-scale AI adoption in order to convert AI from a set of pilots into a predictable, repeatable, organization-wide capability.
https://www.rtinsights.com/ai-at-scale-is-an-operating-model-problem-not-a-technology-one/
6G may arrive as sensing infrastructure, not just connectivity
From connectivity platform to environmental awareness
https://www.telecomstechnews.com/news/6g-may-arrive-as-sensing-infrastructure-not-just-connectivity/
From data mess to AI-ready data mesh
In the data management layer, the challenge is to manage the integration of high-volume data inflows from disparate sources, govern the movement and transformation of that data securely and with integrity, and bring that data to a state of readiness for a variety of consumers, most notably those who will apply various artificial intelligence (AI) techniques.
How intelligent orchestration transforms software innovation
Solve the AI Paradox with intelligent orchestration. Go beyond AI coding to accelerate the software lifecycle with workflows and context.
https://thenewstack.io/ai-paradox-gitlab/
Something Big Is Happening
AI is now building the next AI
https://www.linkedin.com/pulse/something-big-happening-matt-shumer-so5he/
Federated microservices architecture with blockchain for privacy-preserving and scalable healthcare analytics
A new federated microservices architecture that integrates Kubernetes-orchestrated microservices, TensorFlow Federated learning, and Hyperledger Fabric blockchain to enable privacy-preserving, scalable, and auditable analytics in healthcare
https://www.nature.com/articles/s41598-026-39837-1
