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State of AI Agents 2026: Lessons on Governance, Evaluation, and Scale

State of AI Agents 2026: Lessons on Governance, Evaluation, and Scale

by Sudhir Gajre | Feb 6, 2026 | AI, Blog

Introduction Databricks has released its State of AI Agents 2026 report, a data-driven snapshot of how enterprises are shifting from chatbots and pilots toward agentic systems that plan, orchestrate tools, and deliver operational outcomes at scale. In this blog, I...
Validating the Shift: How Lovelytics & Databricks Solve the Agent Reliability Paradox

Validating the Shift: How Lovelytics & Databricks Solve the Agent Reliability Paradox

by Sudhir Gajre | Dec 16, 2025 | AI, Blog, GenAI

This blog analyzes the recently published Measuring Agents in Production study, identifying the critical engineering patterns that separate successful AI agents from experimental prototypes. We correlate these findings with enterprise trends observed at Lovelytics and...
Taxonomy Agentic AI: Building the Foundation for Smarter Data and AI Outcomes

Taxonomy Agentic AI: Building the Foundation for Smarter Data and AI Outcomes

by Brittany Beman, Sudhir Gajre | Nov 11, 2025 | AI, Blog, Databricks, GenAI

Across industries, organizations face a common challenge: messy, inconsistent product, parts, and content taxonomies. Whether in manufacturing, retail, CPG, or travel, these fractured hierarchies slow launches, undermine analytics, and frustrate customers trying to...
Enhancing Product and Retailer Taxonomy with Generative AI on the Databricks Data Intelligence Platform

Enhancing Product and Retailer Taxonomy with Generative AI on the Databricks Data Intelligence Platform

by Sudhir Gajre, Brittany Beman | Aug 20, 2025 | Case Study, Resources

The Evolving Role of AI in B2B E-Commerce Data is the backbone of B2B e-commerce, powering everything from seamless transactions to supply chain optimization. Yet, as businesses scale globally, managing and standardizing vast amounts of product and retailer taxonomy...
Beyond Prompt Engineering: Building Agentic Workloads with DSPy, MLflow, and Databricks

Beyond Prompt Engineering: Building Agentic Workloads with DSPy, MLflow, and Databricks

by Sudhir Gajre | Aug 19, 2025 | AI, Blog, Databricks, GenAI

AI Agents are rapidly becoming the organizing principle for how enterprises build and scale generative AI solutions. These agents are no longer simple chat interfaces. They are structured, multi-component systems capable of reasoning, taking action, and integrating...
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