Alex Merced's Data, Dev and AI Blog

Topic

agentic analytics

6 posts tagged “agentic analytics”.

  1. 30 min read

    Context Engineering for Data Agents

    Why text-to-SQL accuracy collapses on enterprise schemas, the five kinds of context an agent needs, where each one hides, and how to make the semantics legible.

  2. 31 min read

    Managing the TCO of Agentic Analytics: Token Budgets, Query Throttles, and the Economics of Autonomy

    Managing the total cost of agentic analytics: token budgets, query throttles, unit economics, and the FinOps discipline that keeps AI spend under control.

  3. 15 min read

    The Buyer's Scorecard for Agentic Analytics: Evaluating Tooling in the Enterprise AI Era

    Agentic analytics demos are easy to enjoy and hard to evaluate. A user asks a question, an assistant answers, a chart appears, and the room leans f...

  4. 15 min read

    Composable Semantic Layers for Analytical Agents

    AI agents need more than metric names. They need composable business logic that survives multi-step analysis.

  5. 15 min read

    Fabric Agentic Analytics and Lakehouse Schema Design

    Microsoft Fabric agentic analytics is a reminder that schemas, semantic models, and governed lakehouse design now shape AI behavior.

  6. 16 min read

    Data Platform Native AI Agent Tooling in 2026

    A comprehensive comparison of AI agent tooling across Dremio, Snowflake, Databricks, Microsoft Fabric, AWS, Google Cloud, ClickHouse, VeloDB, SpiceAI.

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