Data 360 now feeds every Agentforce agent, every personalization decision, every activation. That changes what a Data 360 change is. A segment definition is no longer configuration, it is an instruction that autonomous systems act on at scale. A mis-deployed Apex class breaks a feature. A mis-deployed segment emails the wrong million customers.

Yet most teams still promote Data 360 changes by hand: screenshotting configs and re-clicking data streams, mappings, and segments from sandbox to production. No versioning, no testing, no audit trail, for the very data AI now executes against. Traditional DevOps was built to govern code written by humans. It was never designed for a world where data changes drive intelligent execution.

That world requires a new operating model: AgentOps. This session shows how Copado Agentia brings Data 360 into governed delivery.

You Will Learn

1. Which Data 360 components, data streams, DMOs, segments, calculated insights can be versioned and deployed, and how
2. How to move Data 360 changes from sandbox to production with pipelines, testing, and rollback instead of re-clicking
3. How to keep a full audit trail from business request to activated segment, so compliance never slows activation

Salesforce delivery now moves at AI speed. Agents and developers ship changes across dozens of processes simultaneously and nobody can predict every outcome. Yet testing is still anchored by the blank screen: hours spent deciphering user stories, guessing at edge cases, and typing bug reports. More than 50% of defects originate in the requirements phase, before a single click is made. The old model of experts holding tribal knowledge for testing complex flows cannot scale to intelligent execution.

Testing is not what just validates releases. Testing is what creates the trust required for intelligent execution. And that trust cannot depend on headcount.

This session shows how Copado Explorer with Test Builder makes everyone a tester. Watch Test Builder read an active work item from Copado, Jira, or Azure DevOps and generate Happy Path, Edge Case, and Integration blueprints in under a minute. No more blank screen, no interpretation gap. You'll leave with:

• A case for democratized quality as the only testing model that scales to AI-speed delivery
• A workflow for generating expert test blueprints from requirements in under a minute
• A path from manual exploration to a permanent, traceable automated regression suite

Building on Salesforce is changing faster than at any point in its history. As agents join developers and admins as a new kind of builder, the tools, the craft, and the developer experience are being reinvented — and the winners will be the people who learn to build with AI, not be replaced by it. This session explores where building on Salesforce is headed: a reimagined developer experience, the rise of trusted workflows with Agentia Studio, and what it means to build your greatest impact when humans and agents build side by side.

You'll leave with: a POV on how the builder's role evolves over the next few years · why the human stays the hero as agents become collaborators · a picture of the developer experience and Studio as the future of building on Salesforce.