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Enterprise tech moves fast, and the rush to deploy independent AI models has created new operational challenges. Disconnected endpoints, wild token consumption, and shadow deployments threaten to capsize architectural roadmaps. Dreamforce 2026 is where IT leaders reclaim control.

The core challenge isn’t building a basic prototype. It’s managing real-world operations across scattered infrastructure.

Building enterprise-grade AI requires an architectural foundation that scales smoothly, maintains security, and tracks costs down to the individual token. Join MuleSoft at Dreamforce this year with a focused lineup of deep-dive breakouts, hands-on workshops, and interactive discussions to help you tame the wild west of agents.

Level Up Your AI Strategy with Agent Fabric

Agent Fabric is getting a glow up as the ultimate single control plane designed to effortlessly crush all three major adoption barriers at once. 

Imagine having one centralized, super-charged hub that sits right across every single agent, API, and Model Context Protocol (MCP) tool in your ecosystem — no matter where they happen to live. By giving you total end-to-end visibility over what AI exists, what’s currently in development, and how it’s being used, Agent Fabric lays the foundation for you to safely push high-value AI into production, turn big ideas into real business action, and align every bit of AI spend directly to measurable value. 

After all, you can’t govern or optimize what you can’t see, right? So dive into all of the Agent Fabric sessions coming to Dreamforce.

Keynote: From AI to ROI with Agent Fabric

Every successful architecture transformation starts with clear visibility and strategic execution. Deploying model endpoints without central coordination creates operational drag. Disconnected workloads burn compute, leak context, and leave operations teams blind to overall infrastructure performance.

With Agent Fabric as the integrated control plane, organization gain governance, reliable execution, and end-to-end operational visibility, enabling teams to convert erratic API consumption into clear, measurable ROI.

Join our Agent Fabric Keynote to learn how leading organizations bridge modern, intelligent workloads with core enterprise systems.

  • Time: Wednesday, September 16, 2026 | 3:30 PM | Add to agenda
  • Location: Moscone South, Hall A

Agent Fabric: See, Control, and Govern Every Agent

In this session, you’ll discover how to transform your expanding AI footprint into a high-impact business driver using Agent Fabric. We’ll tackle the enterprise ROI gap head-on, showing you how a single AI control plane can instantly bridge the divide between ambitious AI deployments and measurable value.

You’ll leave with practical strategies to gain total visibility across all your agents, APIs, and tools. We’ll cover how to govern autonomous actions safely in production, eliminate blind spots, and continuously align your overall AI spend directly to business outcomes.

Taming Your Tokens: Creating a realistic AI budget plan

Unchecked API requests quickly lead to unexpected infrastructure bills. Without active controls at the proxy tier, run-away loops and unoptimized context windows burn through engineering resources.

Tame model consumption issues before they reach production servers. We’ll demonstrate how to deploy Agent Fabric as a proxy layer to enforce real-time rate limits, set strict usage caps, and block costly overages.

Build AI Experiences with Agent Fabric

Modular architecture demands clean interfaces and absolute boundary security. Bypassing solid API design principles in favor of quick fixes creates fragile systems that stall out under heavy traffic.

This rapid 20-minute session breaks down actionable blueprints for composable architecture. We’ll cover proven design tactics, common security traps, and ways to build long-term value into your platform.

MuleSoft & Informatica: Connected Systems, Trusted Data

Brittle ETL jobs and stale data stores ruin system reliability. When downstream applications ingest bad data, every step of your execution loop degrades.

See how combining MuleSoft and Informatica builds a unified, trusted data pipeline. We’ll show you how to connect legacy backends, enforce strict governance, and deliver clean, real-time context to every consumer app.

Control AI and Integration Costs Without Losing Innovation

Unpredictable system costs shouldn’t force you to freeze platform development. Pull up a chair with fellow engineering leaders for a focused, open roundtable on balancing cost management with ongoing feature delivery.

Discuss proven strategies for managing variable usage costs, controlling platform expenses, and maintaining deployment momentum using Agent Fabric.

  • Tuesday, September 15, 2026 | 12:30 PM
  • Thursday, September 17, 2026 | 3:00 PM

Get Hands-on with Our Interactive Technical Workshops

Theory is useful, but actual code and system builds reveal how technologies really perform.

Hands-On Headless MuleSoft: Build, Deploy and Govern

Bring your laptop and dive straight into implementation mechanics. This guided workshop walks you through building lightweight API integrations, managing cloud deployments programmatically, and connecting endpoints using Headless MuleSoft and Agent Fabric.

You’ll practice triggering complex backend operations using structured prompts and natural language interfaces. Expect to leave with working code and clear architectural patterns you can use immediately.

  • Tuesday, September 15, 2026 | 3:30 PM
  • Wednesday, September 16, 2026 | 9:00 AM

Do I need to pre-register for hands-on workshops?

Yes. Seats in hands-on technical workshops fill up quickly. Mark your preferences early in the official agenda builder to secure your spot.

How should I prepare for MuleSoft workshops? 

Bring a fully charged laptop and log into your developer environment beforehand. All required sandbox access and sample code repos will be provided during the session.

MuleSoft Meetup

Connect directly with the engineers, architects, and community members pushing integration boundaries. Swap real-world design patterns, debate operational edge cases, and discuss lessons learned from massive production rollouts. 

Right after the meetup finishes, our community will walk over together to Moscone South for the MuleSoft Keynote.

  • Wednesday, September 16, 2026 | 2:30 PM
  • Location: Moscone West, L2

See you on the ground in San Francisco

Ready to refine your operational strategy? Favorite these top MuleSoft sessions and lock them into your agenda. Because building scalable, reliable, and cost-effective enterprise architecture takes work — but you don’t have to tackle it alone. These sessions will equip you with concrete design patterns, real-time control strategies, and fresh production insights.