For those of us who grew up in marketing operations, the promise of automation has always had a bit of an asterisk next to it, making the modern move toward agentic campaign operations feel long overdue. I’ve worked with marketing automation platforms since the “platform” was a window with a black background and typewriter-looking white font, and you wrote SQL code to build your segments. We’ve come a long way! But can we all agree that the campaign production process is riddled with manual steps, button pushing, and just feels, frankly, mundane? It honestly feels like Desmond from Lost (please tell me some of you know what I’m talking about) – pushing buttons, on a schedule, feeling like if we don’t keep pushing them, we’ll be out of a job.
We were promised seamless campaign delivery. We thought we’d be spending most of our time ideating with our cross-functional marketing and sales teams about new campaigns to build, new ways to communicate with our segments, and measuring our influence. But what we actually got was a mountain of manual assembly: building briefs, wrangling segment criteria, building out complex flows, writing multiple variations of copy, testing, double-checking, and troubleshooting why a trigger didn’t fire. The average campaign today takes roughly 47 steps just to build and launch—a figure that is, frankly, insane in 2026 (Averi). After 15 years in the campaign ops space, it’s clear: the process has very little automation, and humans were left doing all the heavy lifting.
That’s why the shift toward Agentic Campaign Operations feels like a genuine breath of fresh air. Early data shows that marketers who infuse AI agents directly into their build processes are cutting campaign time-to-market by up to 70%, saving 6 to 13 hours per week per marketer, and driving significantly higher campaign quality and ROI (Forbes, CMSWire, McKinsey & Company). We aren’t just talking about isolated AI use cases or simple task automation anymore; we’re talking about moving from rigid, manual workflows to truly intelligent, autonomous systems that act as real force multipliers for marketing teams.
Moving from Tactical AI Use Cases to True Systemic Thinking
To make the point crystal clear: we aren’t talking about AI use cases, we’re talking about truly understanding pain points in processes and redesigning the process and the experience, by introducing AI and agents to work alongside the marketers. Tactical AI use cases, exit stage left. Intelligent process redesign, enter stage right. As Craig Dempster, CEO of Trilliad, highlighted in a recent conversation:
“We need to move from AI use cases to more system and process flow thinking… There is a difference between workflow automation and agentic processes.”
Agentic processes are fundamentally different. Instead of just following a static checklist, AI agents understand context, evaluate goals, generate assets, and orchestrate processes across systems. They don’t just execute steps; they help reason through the operation itself.
However, technology is only half the battle. As Dempster rightly pointed out, change enablement is critical. Updating software is easy. Changing historical behaviors and decades-old operational habits is hard. To unlock real value, teams must shift their mindset from “How do I use AI to write this email faster?” to “How do I partner with agents to manage end-to-end campaign operations?”
The opportunity is clear – marketers are smart! They understand their customer segments and purchasing patterns. They know how to identify the tactics that drive engagement. Most marketers have no time to sit down and really think or to use their brains to drive value within their organization. The technology that exists today helps pave the way for marketers to take back control of the strategy and to do so without fear.
Fear Is A Natural Human Risk: Why Campaign Managers Shouldn’t Fear Agents
Whenever a technological leap of this scale hits an industry, fear naturally follows. I was at a conference earlier this year, and a parallel example was given, in an industry that is so different than marketing tech, but that really stopped me in my tracks. We saw this fear play out years ago in medicine: when AI pattern-recognition models were first introduced to radiology, there was widespread panic that radiologists would soon become obsolete. Tech pioneers infamously predicted that we should “stop training radiologists.”
What actually happened? Demand for radiologists reached record highs.
AI didn’t replace the doctors. It eliminated the repetitive, low-yield manual labor of scanning thousands of baseline images. It elevated their role to focus on complex diagnostics, patient care, and high-impact strategy. The better the AI became, the busier—and more valuable—human radiologists were.
Campaign operations is facing its “radiology moment.” Campaign managers shouldn’t fear agents in their workflows. Think about how much of a campaign operator’s day is currently spent clicking buttons, copying data between tools, re-checking segment logic, and fixing broken triggers—rather than ideating new campaigns, experimenting with creative positioning, or crafting deeply personalized customer experiences. Agents aren’t here to replace the campaign marketer. They’re here to replace the manual button-pushing.
Agentic Campaign Operations: A Spotlight On The Tech That Makes This Real
This isn’t an abstract vision for five years down the road—we are living it right now with Marketing Cloud Next (Agentforce Marketing) and Anthropic Claude. The momentum behind this technology is incredible because it directly addresses the exact friction points campaign operators face every day.
Here is how agentic operations are taking shape inside the Salesforce ecosystem:
- Segment Builder & Flow Builder Agents (Available Today): The tedious work of manually mapping out complex logic and slicing databases is being transformed. Instead of spending hours building complex target segments or visual customer journeys step-by-step, operators can describe the target outcome in natural language, allowing intelligent agents to draft precision segments and multi-touch flows in seconds.
- Content Agents (In Pilot): The bridge between strategy and execution has historically been leaky. With Content Agents paired directly with the Campaign Brief, strategic intent translates directly into execution assets. Operators can feed a brief into the system, and agents generate context-aware, brand-aligned email, web, and social content variations tailored to specific segment nuances.
When you connect the Campaign Brief → Segment Builder → Flow Builder → Content Generation, you eliminate days of administrative ping-pong between strategists, writers, and ops managers.
Accelerating Marketing Workflows with Anthropic Claude
While native platform agents inside Salesforce provide incredible out-of-the-box orchestration, the modern campaign ops stack rarely lives in a single vacuum. We know there are so many marketing teams still using Salesforce Marketing Cloud Engagement or Account Engagement. If you fall into this camp, you can either start using Agentforce Marketing in parallel to use these agentic features or you can integrate a tool like Anthropic Claude to play a pivotal role in improving the campaign operations process.
- Integrated with Salesforce: Powered by Anthropic’s deep contextual reasoning and safety guardrails, Claude can act as the brain behind intelligent decisioning within Salesforce—parsing complex customer data, refining messaging nuances, and dynamically adapting campaign flows based on real-time customer intent.
- Standalone / Unintegrated Workflows: Outside the CRM, Claude serves as the ultimate campaign co-pilot for ops teams. From digesting unstructured strategy docs and generating detailed campaign architecture specifications to writing complex SQL queries for data teams and performing QA checks on campaign assets before launch, Claude drastically reduces technical debt and operational drag.
Whether embedded directly in your tech stack or running alongside your daily workflows, models like Claude allow operators to work at the speed of thought rather than the speed of manual execution.
The Verdict: Reclaiming the Strategic Heart of Marketing
Agentic Campaign Operations isn’t about replacing campaign managers. It’s about freeing them from the operational quicksand that has bogged down marketing teams for the last decade.
By pairing powerful platform ecosystems like Agentforce Marketing with advanced reasoning models like Anthropic Claude, we are finally reaching a point where campaign operations can scale exponentially without burning out the human talent behind the keyboard.
The shift is happening right now. Is your organization ready to stop just managing workflows and start orchestrating intelligent agents? What would you do with an extra 10 hours in your week?
To start answering these questions and plan your next steps toward agentic campaign operations, reach out to the Sercante l Trilliad team. We’ll listen to your goals, guide you toward the solution that makes the most sense for your organization, and help you plan and execute a clear roadmap that accelerates your time-to-value.
