Trust Layer Workshop 1024 576DQLabs

WORKSHOP & DINNER

Building the Trust Layer
for AI at Scale

Reserve Your Seat

For leaders who need
Trusted Data for AI

This workshop is for you if..

You lead data, AI, or governance programs and trusted data is becoming the constraint on your AI use cases.

You have use cases in flight but are dealing with fragmented data, inconsistent definitions, weak lineage, or governance that wasn't built for AI at scale.

Built by the leader,
validated by your trusted voices.

DQLabs earned its place across every major analyst ranking by meeting the exact criteria those firms use to evaluate data observability excellence — transparency, depth, and reliability that practitioners demand.

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DATA OBSERVABILITY

Mentioned in the
Market Guide 2026 for
Data Observability

LEADER

in Everest Group’s PEAK Matrix® 2025 for
Data Observability Providers

WHY JOIN US?

Learn What an AI-Trust Layer is
& what it takes

We’ll cover what is takes to move from manual curation to scalable, automated trust.

Learn from industry experts

Hear from peers working through the same challenges

Presentations & roundtables

on the decisions that determine whether AI scales.

Take home insights & practical actions

You’ll learn what actions you can take in the next 90 days.

Reserve Your Seat

Limited seats. Dinner and drinks are included.

Featured Speakers

AGENDA

How the evening unfolds

Approximately 2–3 hours, followed by a networking dinner or drinks mixer.

Arrival

Registration & Networking

Informal networking as guests arrive. Drinks and light bites.

15 min

Opening

Why AI Can't Scale — And What the Trust Problem Really Is

Laying the foundation: context, relationships, lineage, reliability, and controls.

15 min

Discussion 1

How Is Trust Preventing AI from Scaling in Your Org?

Where initiatives get stuck, what has worked, what hasn't, and the biggest gaps between expectation and reality.

Peer Conversation
30 min

Story

Putting Trust Into Practice — A Real-World Account

An enterprise leader on the journey from intent to implementation.

15 min

Framework

The Trust Layer of the Future

The operating model, architecture, process, and capabilities required to make AI trustworthy at scale.

20 min

Discussion 2

Making It Real — Semantic Layer, Data Quality, Lineage & Ownership

Ideas on what we would do differently, and the concrete steps to get there.

Peer Conversation
30 min

Closing

Action Plan — Bringing It Together

A concrete set of next steps each attendee can take back to their team.

15 min

After

Networking Dinner / Drinks Mixer

Continue the conversation over dinner or drinks with your peers.

Evening

Limited Seats, Register Now!

Join us in Toronto for an evening of discussions, networking, and smarter AI decisions for data and AI leaders.

Reserve Your Seat

Limited seats. Dinner and drinks are included.