Reading Time: 8 minutesFifty percent of agentic AI pilots fail before reaching production. The models are not the problem. The prompts are not the problem. The multi agent orchestration infrastructure holding multiple agents…
Reading Time: 10 minutesA single principal data architect, three specialized AI agents, and a two-hour window. In that time, a pipeline incident was diagnosed and remediated, a data quality anomaly was flagged and…
Reading Time: 9 minutesYou shipped your LLM powered application to production. Users are hitting it. And somewhere in the back of your mind is a quiet, persistent question you cannot fully answer: is…
Reading Time: 7 minutesSnowflake, Salesforce, dbt Labs, Databricks, and fifteen other industry leaders just finalized a common specification for how AI systems, BI tools, and data platforms read and share your business definitions….
Reading Time: 8 minutesThe quarterly business review was going well until someone asked the AI assistant for last month’s revenue. Finance got $4.2M. Operations got $3.8M. The product team got $4.6M. Three different…
Reading Time: 11 minutesLast time I talked about right approach to take AI projects from PoC to Production. Let’s talk about AI Platform now! Only 5% of enterprises generate transformative value from AI…
Reading Time: 17 minutesMost AI systems deployed inside enterprises today are built directly on top of raw data. They point an LLM at a warehouse schema and hope for the best. The results…
Reading Time: 10 minutesI am coming back with my quality writing after long period of pause, my last post was about Federated data in analytics platforms and today I am focusing on the…
Reading Time: 3 minutesHaving spent several years as an AI and Data Platform Architect, I’ve noticed that building federated analytics initiatives can feel a lot like organizing a family reunion—you desperately want everyone…
Reading Time: 11 minutesAgentic AI is the new focus in the evolving world of AI. Since agentic AI systems are independent agents that can reason, they are quite different compared to traditional AI…