Digital transformation #mindcandy:  build high-velocity data organisations

I help organisations become future-fit. Digital transformation #mindcandy scenario prompts are designed to stretch your imagination and sharpen situational awareness. Find out more here.

Today´s prompt: The end of broken data systems

Most organisations don’t have a data shortage. They have a data drag problem. Stockpiling data feels productive. It isn’t.

When data volume grows faster than your ability to structure, validate, govern, and reuse it, velocity collapses. Signals get buried. Insights arrive late. AI projects stall. Decisions slow down.

Broken data systems aren’t broken because of technology. They’re broken because data moves slower than the business now demands.

High-velocity data organisations design for flow:

  • Shared standards by default

  • Governance built into creation, not bolted on later

  • Clear ownership from signal to decision

  • Architecture optimised for insight, not storage

If data can’t move cleanly from raw signal to action, AI just amplifies the mess.

The CEO Question

Where in your organisation is more data actively making you slower — and who owns fixing that, end to end?

MindCandy Club

MindCandy Club is a no-nonsense future-fitness system for CEOs. Comment “MC” or DM me “MC” if you want in.

Other prompts:

You are the upgrade

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

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

How leaders increase ROI from AI adoption

Strategy, domain, skills, point solutions, scalability, humans, data and culture.

https://www.wtwco.com/en-hk/insights/2025/12/how-leaders-increase-roi-from-ai-adoption

Open Source: Inside 2025’s 4 Biggest Trends

The biggest open source stories in 2025 clustered around AI, licensing/governance, security and the shift in the “commercial open source” business model.

https://thenewstack.io/open-source-inside-2025s-4-biggest-trends/

5 CIO predictions for AI in 2026

IT leaders will look to make use of agentic systems, focus on projects with productivity gains and rethink workforce strategies next year.

https://www.ciodive.com/news/5-cio-predictions-for-ai-in-2026/807951/

50+ Expert Predictions: Ways to Drive Agentic AI, Data Governance, and Security in 2026

Look out for voice AI, growing adoption of agent-to-agent orchestrations, and geospatial AI models as potential innovation disruptors. Trust, accountability, and intent protection are key themes in AI governance and security.

https://drive.starcio.com/2025/12/predictions-agentic-ai-data-governance-security-2026/

The wild, wild year in AI: 2025’s biggest moments in AI to date

The whole world has gone mad for artificial intelligence. These are the key moments, movers and shakers of AI in 2025 thus far

https://www.raconteur.net/technology/ai-scrollytelling

AI Agents, Real-Time Connectivity Defining ERP’s Future

ERP systems are transitioning to AI-native architectures, embedding autonomous agents into workflows, which enhances efficiency in finance, supply chain, and manufacturing sectors.

https://erp.today/ai-agents-real-time-connectivity-defining-erps-future/

Top 5 Unstructured Data Management Predictions for 2026

Uncontrolled data growth, swelling budgets, and data classification are among the top risks for data management in 2026.

https://www.datacenterknowledge.com/business/top-5-unstructured-data-management-predictions-for-2026

The 24/7 data pipeline: Architecting the always-on data platform

The future belongs to organizations that treat data not as infrastructure but as a core business function, brining into prominence the business of data. Data must be managed with the same rigor as finance, scaled with the same urgency as operations, and trusted with the same discipline as compliance.

https://www.deloitte.com/in/en/services/consulting/perspectives/architecting-the-always-on-data-platform.html

The end of broken data systems

Building high-velocity data organisations

https://www.business-reporter.co.uk/digital-transformation/the-end-of-broken-data-systems

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