Trusted Data for the Agentic Era: Why Regulated Industries Are Moving First

A moderate panel conversation and live demo on why context-aware data observability is foundational to autonomous-ready data platforms — with Microsoft Fabric at the center.

About This Session

Data stacks were built for a world of curated tables and human review. Enterprises have since consolidated onto lakehouse architectures — but data still moves across distributed, fragmented platforms. Now agentic applications consume that data directly and act on it at machine speed, with no one reviewing the output before it drives a decision.

For regulated industries, the cost of getting this wrong is steep: failures surface in regulatory filings and pricing models, and remediation only starts after the damage is done.

This session brings together data and AI leaders from Microsoft, iLink, and Telmai to unpack what changed, what's at stake, and what to get right in the next 12 months.

What You'll Learn

• Why data quality has shifted from a gatekeeping function to a scaler of responsible AI activation
• What happens to reliability and alerting when the "consumer" of your data is an autonomous agent, not a person
• How leading enterprises keep thousands of pipelines fit for consumption at scale — and what separates them from teams still finding issues downstream
• The one foundational priority regulated data leaders should focus on before onboarding more AI use cases

Live Demo: See continuous data reliability in action: monitoring data in place across OneLake, detecting drift and anomalies against learned baselines, and routing validation context straight into the tools teams already use.

Bonus: A joint whitepaper will be released following the session. Attendees will also get a preview of what to expect from Microsoft, iLink, and Telmai at FabCon Barcelona.

Who should attend: Data platform, governance, and analytics leaders in financial services and insurance