by Craig Leabig | Aug 22, 2026 | Blog
Gartner estimates that poor data quality costs the average organization $12.9 million per year. SAP Master Data Governance is a state-of-the-art tool that helps businesses centrally create, change, and distribute master data across their entire enterprise landscape.... 
by Craig Leabig | Aug 18, 2026 | Blog
Manufacturers have never had more data. Modern production environments generate an extraordinary volume of information every second. Equipment sensors monitor machine performance in real time. Manufacturing Execution Systems (MES) capture production activity across... 
by Craig Leabig | Aug 11, 2026 | Blog
Artificial Intelligence Does Not Fix Bad Data Artificial Intelligence has become one of the most discussed topics in general on how it will impact organizations as they implement its use. Every day, organizations are evaluating predictive maintenance, AI-powered... 
by Craig Leabig | Jul 22, 2026 | Blog
Digital Manufacturing Challenges Series – Part 2Scott Gardner, Managing Director of Enterprise Architecture & Digital Manufacturing at iT2 Executive Introduction For more than a decade, manufacturers have pursued the vision of IT–OT convergence. Technology... by Craig Leabig | May 24, 2026 | Blog
5 Reasons Why Digital Manufacturing Still Feels Difficult in 2026 Digital manufacturing challenges rarely come from technology limitations alone. Most problems emerge from operational complexity, disconnected workflows, and gaps between strategy and execution. The six... 
by Craig Leabig | Mar 13, 2026 | Blog
You deal with a flood of data every day. Many organizations sit on mountains of raw numbers and scattered records. That overload delays insights, leading to missed decisions and wasted effort. According to analysts, poor data quality drains organizations of about US... 
