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Thought Leadership
Explore our recent perspectives on expert-AI synergy and competitive advantage.
AI Literacy at Work: What Your People Need to Know and What the Law Now Expects
Since 2 February 2025, the EU AI Act has required every organization that builds...
Siloed Data: What Data Silos Are, What They Cost, and How to Break Them Down
The average organization now runs 897 applications, and only 29% of them are connected...
Secure Data Pipelines: Why Most Breaches Come Through Credentials, Not Encryption Gaps
In 2024, attackers stole data from Snowflake customer environments without breaking any encryption and...
AI Scalability: What It Means, and Why Most AI Stops Scaling Before It Pays Off
BCG surveyed more than 1,250 companies in 2025 and found that only 5% are...
Data Wrangling: What It Is, and Why “Cleaning” Is Only One Step of It
The data preparation tools market is projected to grow from USD 9.56 billion in...
Demand Sensing vs. Demand Forecasting: How to Run Both Without Making Your Plan Worse
Steve Morlidge studied more than 300,000 forecasts and found that 52% of them were...
Demand Sensing: What It Is, and Why It’s Not the Same as Forecasting
The Institute of Business Forecasting and Planning estimates that reducing forecast error by just...
Data Normalization: What It Actually Means, and Why the Term Covers Three Different Things
Search "data normalization" and you will get database architects explaining normal forms, data scientists...
Data Harmonization: What It Actually Means, and Why Most Teams Underinvest in It
Forrester research cited by IBM found that more than a quarter of organizations lose...
