Book a demo

Blog

Topics
Topics
Platforms / Tools
Platforms / Tools
Industries
Industries
Content Type
Content Type
Clear all

/ 7 MIN READ

Why Most Enterprise AI Projects Fail (and How to Make Them Work at Scale)

Most enterprise AI projects follow a familiar pattern. Successful demos lead to promising pilots. Executives commit budgets to scale the initiative across departments. Then the wheels come off. Despite $30-40B in enterprise investment in GenAI…

Posted By: Dave Mariani

/ 4 MIN READ

Why Context Became the Most Critical Layer in Enterprise AI

I recently sat down with Juan Sequeda, Principal Researcher at ServiceNow and co-author of Designing and Building Enterprise Knowledge Graphs , to discuss what’s happening in enterprise data and AI. Listen to the full podcast…

Posted By: Dave Mariani

/ 6 MIN READ

The Hidden Cost of Semantic Drift in Enterprise AI

Three teams ask the same question: “What was our gross margin last quarter?” Finance’s dashboard shows it’s 30%. Sales’ margin reports show 32%. The AI copilot reports 31%. Which one’s correct? Technically, all of them.…

Posted By: Dave Mariani

/ 4 MIN READ

Data & Analytics Predictions for 2026

As 2025 comes to a close, one thing is clear: the experimentation phase of GenAI in data and analytics is ending. In its place, enterprises are entering a more pragmatic era focused on trust, governance,…

Posted By: Dave Mariani

/ 5 MIN READ

The Rise of AI Analysts and the Infrastructure They Require

I’ve been building analytics software for more than two decades. I’ve watched waves of innovation promise to democratize analytics, including self-service BI , cloud warehouses, and natural language query systems. Each wave delivered value, but…

Posted By: Dave Mariani