How AI is applied across API Evangelist and APIs.io. Read my AI disclosure →
API Evangelist API Evangelist
Discovery
Learnings
Guidance
Toolbox
Alignment
API Evangelist LLC

Data Agents: How to Build Reliable Enterprise AI Workflows on Trusted Data

calendar_today June 17, 2026 person Tal Sofer domain lakefs

Data agents are fast becoming the operating layer of enterprise AI – automating analysis, managing workflows, obtaining context, and acting across production systems. Headless agents are coming for your data, there’s no doubt about it. But while agent skills are improving at a breakneck pace, trust is still the biggest barrier to adoption.

open_in_new Read original post