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Thought Leadership

Explore our recent perspectives on expert-AI synergy and competitive advantage.

AI Infrastructure: A Business Leader's Guide to the Stack, the Costs, and Where to Run It
Artificial intelligence

AI Infrastructure: A Business Leader’s Guide to the Stack, the Costs, and Where to Run It

In January 2025, Microsoft said it was on track to invest approximately USD 80...

AI Literacy at Work: What Your People Need to Know and What the Law Now Expects
Artificial intelligence

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
Data Analytics

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
Knowledge Hub

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
Artificial intelligence

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
Data Analytics

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
Data Analytics

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
Data Analytics

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...

Abstract field of blue and orange blocks
Data Analytics

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...