Databricks renamed Vector Search to AI Search. Here is how its indexes, endpoints and sync modes work for RAG on the lakehouse, and how to tell if you are ready.
AI
Agent Bricks: Building Production AI Agents on the Lakehouse
Agent Bricks turns governed lakehouse data into evaluated, deployable agents. Here is how it works, what its status really is, and how to ship one.
Databricks Genie: Making Self-Service BI Answers Trustworthy
Databricks Genie answers business questions in plain language, but its accuracy depends on the gold layer and semantics underneath. Here is how to build that layer, control the compute cost, and roll it out.
Top 7 AI Consulting Firms for Mid-Market Companies in 2026
Seven AI consulting firms for mid-market companies compared on delivery model, pricing and time to working software. Updated for 2026.
Questions to Ask an AI Consulting Firm Before You Sign
The questions to ask an AI consulting firm, plus what a good answer and a red flag answer sound like for each one.
The Fractional CTO Guide to Deploying AI in 90 Days
A fractional CTO guide to AI implementation: de-risking vendor choice, buying fixed scope, and a 90-day sequence that ships.
MLOps and AIML Operations Services: From Model to Production
MLOps and AIML operations services that move models from laptop to production. See how the AIM-IT framework closes the lab-to-live gap.
AI and ML Data Analytics Solutions: Use Cases, Stack and Outcomes
A practitioner guide to AI and ML data analytics: real use cases, the modern MLOps stack, the challenges that stall projects, and
AIM-IT: The 90-Day Framework From AI Assessment to Production
A 90-day AI implementation framework: assess, innovate, model, implement and track, with the named artifact each phase produces.









