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/ 5 MIN READ

Headless AI Agents Are Already Here and They’re Where the ROI Is

Most enterprise AI conversations still center on prompts, whether through chat interfaces, copilots, or question-answer workflows. But the highest-value AI agents don’t wait for someone to ask a question. They monitor signals, detect thresholds, and…

Posted By: Dave Mariani

/ 8 MIN READ

Hits and Misses from Gartner Data & Analytics Summit 2026

Gartner opened the Data & Analytics Summit 2026 with a memorable metaphor. The keynote framed the current moment as a raft ride through a roaring, treacherous river. The river represented AI . Fast-moving. Powerful. Difficult…

Posted By: Dave Mariani

/ 7 MIN READ

Test the Math in Your AI Answers

Executive summary AI evals test what an answer says and how it says it. They rarely test whether the number inside it is right, and that number is what the business acts on. A wrong…

Posted By: Mark Palmer

/ 8 MIN READ

How to Achieve AI Accuracy: Buy the Foundation, Rent the Model

Executive summary AI leaderboard rankings measure a model working alone, on tasks that look little like your warehouse. On the 410 business questions in the BIRD-Interact benchmark, what sat under the model made a bigger…

Posted By: Sarah Mulcahy

/ 9 MIN READ

BIRD-Interact, explained: the conversational text-to-SQL benchmark

What is BIRD-Interact? BIRD-Interact is an independent benchmark that tests how well AI systems complete database tasks through conversation. It evaluates whether a system can clarify a vague request, explore the database schema, write correct…

Posted By: Ryan Siegler

/ 7 MIN READ

Stop Writing Your Semantic Model. Start Reviewing It.

Executive summary AI tools, like AtScale’s CoModel, can now draft most of a semantic model, and that will change the data modeler’s job. Claude Sonnet 5, working through a semantic layer that AI generated and…

Posted By: Naveen Hariprasad