Why Poor Data Hurts AI: A Guide to Data Infrastructure

It’s good to have bold ambition to be an AI-first organization, but have you checked whether you have the right data to add contextual value to generic AI models and make them truly useful for your business?

💡 Agentic AI is reshaping enterprise decision-making – and data integrity is at the heart of it. Precisely CEO Josh Rogers recently sat down with Ameer Haj Ali, PhD, CEO of UniversalAGI, to explore how organizations can unlock the full potential of AI by grounding it in clean, reliable data. From the challenges of siloed systems to the promise of automated data governance, their discussion highlights how high-integrity data empowers AI agents to make decisions at scale – driving productivity, accelerating time to value, and enabling innovation. 🎥 Watch the full conversation: https://lnkd.in/ejfCwa5F #AI #DataIntegrity #AgenticAI #Precisely

What we're seeing across our engagements is that the rapid push towards agentic AI only underscores the importance of strong data integrity and governance. This is what makes Ameer Haj Ali, PhD and Josh Rogers' recent conversation so relevant, as they discuss how data integrity and agentic AI come together to shape the future of enterprise adoption. It’s a privilege to collaborate and learn from the very best as we help enterprises navigate this transformation. See more at https://universalagi.com/

For leaders navigating the evolving AI landscape, this is a must-watch. Agentic AI is transforming enterprise decision-making — but its effectiveness hinges on one thing: data integrity. Check out this compelling conversation between, Josh Rogers, CEO of Precisely, and Ameer Haj Ali, PhD, CEO of UniversalAGI, as they unpack how clean, reliable data enables AI agents to operate at scale — driving smarter decisions, faster outcomes, and real innovation. From tackling siloed systems to automating governance, this dialogue offers strategic insights for tech leaders looking to future-proof their data infrastructure. #AI #DataIntegrity #AgenticAI #Precisely #CIO #CTO #EnterpriseTech #DataLeaders

For agentic AI to reshape enterprise decision-making, it must first be built on trusted data. This is an insightful conversation between Josh Rogers and Ameer Haj Ali, PhD. Their discussion on the intersection of AI and data integrity is a must-watch for anyone thinking about the scale, reliability, and real-world impact of their AI initiatives, particularly agentic AI. As Josh says, “For agentic AI to work, it’s got to have some level of context to make the right decision. And there are two sources of context. One is human intervention, and the other is data. So data integrity, the business we're in, has only become more important with the advent of AI.” For leaders thinking about the scale, reliability, and real-world impact of AI, this is a conversation worth watching. 🎥 Watch the full conversation: https://lnkd.in/ejfCwa5F What role do you see trusted data playing in making AI reliable at scale? #AI #ArtificialIntelligence #AIAgents #AgenticAI #DataIntegrity #TrustedData #EnterpriseAI #DataStrategy #AIReadiness #Innovation Precisely UniversalAGI

Trusted data is at the center of every AI success story. This conversation between Josh Rogers and Ameer Haj Ali, PhD gets to the heart of why: without high-quality, contextual data, enterprises can’t scale AI with confidence. At Precisely, we see this every day in the way enriched data fuels better decisions and unlocks real business value. 🎥 Full discussion here: https://lnkd.in/ejfCwa5F #AI #EnterpriseAI #DataIntegrity #EnrichedData #AgenticAI

As engineers, we know that AI is only as strong as the data it runs on. That’s why I loved this discussion between @Josh Rogers and @Ameer Haj Ali, PhD — it highlights the critical role of data integrity in building agentic AI that enterprises can trust at scale.   Grounding innovation in reliability and security is what will transform AI from hype into real, lasting value.   🎥 Watch the full conversation: https://lnkd.in/ejfCwa5F #AI #EnterpriseAI #DataIntegrity #Engineering #AgenticAI

If You’re Unsure About Your Data, You’re Not Ready for AI Before scaling AI, there’s one question every enterprise must answer: Is your data truly ready? If your teams can’t access it easily, if it’s not accurate or consistent, and if it’s not governed or secure, then AI won’t perform. At ISHIR, we help you get the answers right before any model goes live, so your AI is built on a foundation you can trust. Here is how: https://lnkd.in/gjWaE9bZ #DataReadiness #ImpactEngineering #AIInfrastructure #AIPlanning #ISHIR #EnterpriseAI #AIExecution

AI-Ready Does Not Mean AI-Capable, as featured in The AI Journal 📖 Too many companies rush into AI with excitement but without the proper infrastructure. And when there’s no solid foundation, things fall apart. In this article for The AI Journal, Michael Simms, VP of Data & AI at Columbus, delivers a powerful reality check: Attitude alone won’t make AI successful. Execution does. What actually builds AI capability? ✅ - A solid foundation: clean data, strong systems, clear strategy - Real employee buy-in, not just boardroom buzz - Cross-functional task forces to lead AI execution - And a hard truth: AI won’t solve bad processes—it will expose them 🏃 AI should accelerate your business, not slow it down. 🔗 Read the full post in The AI Journal and rethink what it really means to be AI-ready. https://lnkd.in/dHt7Twvh #AIJournal #DigitalTransformation #DataStrategy #Columbus #ArtificialIntelligence #Industryexpert

AI may be fuelled by data, but it’s governed by trust. Mary H., Global Practice Lead for Data Governance at Syniti, explores why enterprises must treat governance as the foundation of their AI journey. From ensuring data quality and transparency to building resilience and scalability, governance isn’t about slowing innovation - it’s about enabling AI to deliver results you can rely on. Read the full piece at NODE to discover how organisations can grow their AI capabilities responsibly while unlocking real business value: https://lnkd.in/eAX7Sm7b #AI #DataGovernance #ResponsibleAI #DigitalTransformation #BusinessGrowth