Get Your Data AI Ready In These 5 Steps According To Gartner®

The Hidden Reason 52% of AI Projects Never Make It to Production: Your Data Isn’t Ready

Data and analytics leaders are facing a critical challenge: While AI technology barriers are falling, data readiness is becoming the major impediment to AI success. Without the right approach to data preparation, your AI investments are at risk. Gartner dives into this conundrum in its latest report, providing practical steps to overcome AI challenges.

What You’ll Learn:

• How to properly align data to AI use cases
• Critical data governance requirements for AI
• Evolution from passive to active metadata
• Building effective data pipelines
• Ensuring continuous data quality assurance

About Gartner

Gartner delivers actionable, objective insight to executives and their teams. Its expert guidance and tools enable faster, smarter decisions and stronger performance on an organization’s mission-critical priorities.

Key Takeaways:

Eliminate the Knowledge Gap
Most organizations still rely on individual data scientists’ knowledge rather than formal strategies, creating inconsistency and risk in AI initiatives. Get the structured framework you need.

Go Beyond Basic Data Quality
Traditional data quality metrics alone aren’t enough for AI readiness. Learn the comprehensive criteria that determine true AI readiness and how to measure it effectively.

Build a Continuous Practice
AI-ready data isn’t a one-time achievement — it’s an ongoing process that evolves with your use cases. Discover how to create a sustainable, mature data management practice that consistently delivers AI-ready data.

Trust Your Data And Your Peers

We were recognized for what we feel is our innovative and dynamic solutions in the Gartner® 2024 Peer Insights™ report, affirming our commitment to high-quality data management. Gartner synthesizes real user reviews into insights. 97% of customers are willing to recommend Semarchy based on 39 reviews as of December 2023.

We were recognized as a Champion in Master Data Management by Software Reviews, powered by Info-Tech. Software Reviews evaluates feedback data directly from verified end users about their experience with top software providers. Semarchy outperforms its competitors across all key satisfaction metrics.

We made the Constellation Research Inc. ShortList™ for Master Data Management. Constellation evaluates more than 15 solutions and creates its ShortList™ based on client inquiries, partner conversations, customer references, vendor selection projects, market share, and internal research.