At Dreamforce, the headline was loud and clear: the era of Agentic AI has arrived. But across keynotes, breakout rooms, and theater sessions, one operational truth kept taking center stage: You cannot automate what you don't understand.
Deploying sophisticated AI agents on top of unmapped, friction-heavy workflows doesn't fix operational inefficiency—it accelerates chaos. When agents are pointed at broken or ambiguous processes, they improvise. And in the world of Enterprise AI, improvisation leads directly to hallucination.
Here is a recap of how Apromore took center stage at Dreamforce as Salesforce’s process optimization layer—showing how enterprises can map real workflows, simulate ROI risk-free, and build truly process-aware AI agents.
A recent study by BCG revealed a stark reality: 2 out of 3 organizations struggle to deliver measurable ROI from their AI investments.
The bottleneck isn't the LLMs, the trust layers, or even data access. The problem lies below the waterline: people and processes. Enterprise AI today is making the exact same mistake RPA made five years ago—jumping the gun and attempting to automate tasks before understanding how the end-to-end process actually operates.
Traditional discovery workshops rely on interviews and sticky notes. But manual interviews only reflect perceived reality. In practice, a process that looks like a straight line on paper actually branches into hundreds—or thousands—of unmapped exceptions and "swivel-chair" work happening outside core systems.
Your system data, however, doesn't lie.
In a joint session with Rahul Auradkar (President & GM for Data 360) and Marcello La Rosa (GM of Intelligent Process Optimization), showcased three major innovation leaps designed to turn raw transactional data into agentic execution:
Apromore now rests natively upon Data 360, acting as the underlying foundation for process intelligence across the Salesforce ecosystem.
Connect seamlessly across Sales Cloud, Service Cloud, and Industry Cloud.
Process intelligence is no longer locked inside a standalone silo. Exposed via Model Context Protocol (MCP) and agent-to-agent (A2A) capabilities, Apromore capabilities can run ubiquitously on every surface wherever you work. You can query your processes, identify bottlenecks, trigger root cause analysis and simulate optimizations directly inside Agentforce Coworker, Slack, or your custom UI.
Data 360 acts as Salesforce's real-time context engine. By enriching Data 360's customer context with Apromore’s process context, AI agents become process-aware and goal-oriented. They understand not just who the customer is, but the exact operational steps required to serve them while hitting KPI targets and staying within compliance guardrails.
To build a true Digital Process Twin, Apromore combines two complementary technologies:
By bridging system logs with desktop actions, Apromore exposes 100% of the end-to-end process, pinpointing bottlenecks, rework loops, and cost drivers.
Once bottlenecks are identified, Apromore’s AI recommendation engine proposes targeted interventions—such as automating specific tasks with Agentforce.
Because AI recommendations are probabilistic, Apromore pairs them with a fully deterministic simulation engine. Managers can test "what-if" scenarios before spending a single dollar or deploying an agent:
Simulation predicts the exact impact on cycle times, operating costs, and SLA targets—giving executive teams a rock-solid business case backed by data, not gut feeling.
In a featured session, Marco Basilio (Head of Digital Services & Processes at Leonardo’s Aeronautics Division) joined Marcello La Rosa to share how one of the world’s premier aerospace and defense manufacturers modernized its supply chain and quality operations.
Operating in a highly regulated domain where changing a single screw requires rigorous re-certification, Leonardo needed data-driven precision rather than anecdotal guesswork.
Rather than relying permanently on external consultants, Leonardo established an internal Process Intelligence Center of Excellence, empowering functional business analysts with no-code tools.
Process intelligence isn't a one-time project; it’s a continuous flywheel:
Dreamforce proved that the future belongs to Agentic Enterprises. But the path to successful automation starts with process clarity.
Whether you choose Apromore as a standalone platform, alongside Agentforce Operations, or as an add-on to Salesforce Core, you can turn raw data into actionable process optimization in days—not months.