At Connections 2026 Salesforce gave marketers AI agents that build pipeline, create content and run campaigns inside Marketing Cloud. Early users report campaigns built 75% faster, but Salesforce's own data shows most marketers still use AI to send generic one-way messages.
The pitch is no longer software that helps you market. It is software that markets while you watch.
Salesforce used its Connections 2026 event to give marketers their own set of AI agents that build pipeline, create content and run campaigns inside Marketing Cloud, all sharing the same customer data.
The agents handle lead qualification, content production and goal-based campaign management, with parts in pilot and parts generally available. The lead work leans on Qualified's AI SDR agent, Piper, which identifies and qualifies website visitors in real time through conversation. Salesforce points to early results. Rawlings reported campaign creation 75% faster with Agentforce Marketing. Emplifi said it cut lead-qualifying reps by about 20% while lifting opportunity creation by more than 22% using Qualified.
Why it matters
Salesforce also found that 75% of marketers have adopted AI yet most still use it to send one-way generic campaigns. That is the real gap. The tools moved faster than the thinking. An agent that launches campaigns at speed is worth nothing if no one set a sharp goal or defined what good looks like. Speed without judgment just helps you waste budget faster, and it does it with a confident dashboard behind it.
Rawlings reported building campaigns 75% faster using Agentforce Marketing, while Emplifi lifted opportunity creation by more than 22%
What to do about it
Decide the goal and the cost tolerance before you switch an agent on. The machine optimises to whatever you set, so set it properly.
Start with one workflow, like lead qualification, and prove it before you scale across the team.
Keep a human reviewing content output against your brand voice. Generic at speed is still generic.
Watch the data feeding the agents. Shared context is the whole value, and bad data poisons all of it.
Measure margin and pipeline, not just output volume. More campaigns is not the win. More money is.
Agents will run the campaign. Someone still has to decide whether the campaign is worth running.