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This week’s edition explores how marketing technology is evolving from rigid stacks to intelligent, interconnected systems. As AI agents and data networks take center stage, the goal is no longer to add more tools but to make every part of the ecosystem think, adapt, and act together.
By Florian Delval, published on Foreign Key
For years, Martech has been visualized as a tidy, layered stack, from data to identity, activation, and analytics. But as AI agents take center stage, this architecture is giving way to dynamic, interconnected networks. Florian Delval explains how deterministic, rule-based systems are being replaced by agentic architectures that communicate across tools and teams through intent and context, rather than linear workflows. Marketing operations are evolving from stacks of applications to graphs of intelligent agents, blurring boundaries between data, decision, and execution.
Interfaces, too, are being redefined: will we work inside embedded copilots within apps or through unified conversational layers that orchestrate all agents? The answer will shape how marketers collaborate with AI in the years ahead.
In the age of agentic AI, Martech isn’t built in layers; it’s built in connections.
Each year, Scott Brinker and Frans Riemersma (from chiefmartec) publish one of the most credible looks into what’s actually happening inside marketing technology stacks. A key theme this year: the explosion of AI agents and their growing role within and beyond the traditional stack. There are three emerging domains shaping marketing’s near future:
Martech’s next phase isn’t about adding more tools; it’s about understanding how intelligent agents connect, collaborate, and reshape decision-making across the ecosystem.
Most Martech stacks were designed for specialization, each tool perfecting one function in a linear workflow. But in an agentic architecture, intelligence doesn’t live in silos; it flows across use cases.
That’s exactly what RevSure’s Team of Agents illustrates: a connected network of autonomous, task-oriented agents that collaborate across three execution domains:

Each agent operates independently but is context-aware, feeding outcomes back into others. The result isn’t a stack of disconnected analytics dashboards; it’s a living, learning network where every agent senses, decides, and acts, then informs the next.
At the center of this system lies the Agent Hub, RevSure’s orchestration layer for GTM Execution AI. The Hub ensures every task agent shares a common understanding of goals, data, and performance signals. Rather than separate tools for attribution, pipeline scoring, and forecasting, the Hub coordinates them into one coherent feedback loop, transforming fragmented marketing operations into a self-adapting GTM network.

As Martech shifts from deterministic workflows to probabilistic, context-driven agents, architectures are no longer built in layers; they’re built in connections. The power of RevSure’s approach lies not in the number of agents but in how intelligently they interconnect, continuously learning from one another to drive precision, efficiency, and foresight across the revenue engine.
In our latest blog, we unpack how Agentic AI is reshaping the GTM technology stack, not as a collection of isolated tools, but as a network of autonomous, collaborative systems. These AI agents don’t just automate tasks; they interpret context, share insight, and act toward shared goals.
From spend optimization to pipeline forecasting, Agentic AI enables martech ecosystems to operate as one coordinated organism. This marks the shift from reactive automation to proactive intelligence, where each agent learns, adapts, and aligns with outcomes that drive growth.
We’re going live with “RevSure Deep Funnel Optimization: Smarter Ads, Better Pipeline.” Join Harry Hawk and Shantanu Shrivastava as they reveal how RevSure’s Deep Funnel Optimization (DFO) helps GTM teams go beyond form fills to analyze real buying behavior and drive pipeline efficiency.

You’ll discover how DFO:
Register for the LinkedIn Live →
Most teams measure how much pipeline they have; RevSure helps you measure how healthy it is. Join this live Funnel Vision session with Jerry Henry and ⚡️Francisco Oller Garcia, MBA to see how Pipeline Health turns visibility into predictive intelligence for smarter, more confident growth. Learn how to assess funnel fitness, uncover true win-rate drivers, and predict closure readiness in real time.

In this session of Hard Skill Exchange Agent Swarms, Deepinder Singh Dhingra (Founder & CEO) and Tejas Kapur (Product Manager, AI Initiatives) demonstrate how RevSure’s Agentic AI Platform uses Agent Swarms to power the entire B2B GTM funnel, from anonymous visitors to post-sale expansion. They showcase how coordinated, context-aware agents leverage RevSure’s B2B GTM Data Graph to personalize outreach, accelerate pipeline, and improve predictability. Real-world results include helping a customer scale from launch to 2M+ users while reducing cost per signup.

At 6sense Breakthrough ’25, Zscaler and RevSure AI tackle the question every marketer faces — not how much you spend, but which dollars truly drive revenue. Join Chethan Chandra (VP, Marketing Strategy, Analytics & Operations, Zscaler) and Deepinder Singh Dhingra (Founder & CEO, RevSure.ai) as they reveal how Zscaler uses data, AI, and deep-funnel attribution to move from cost per lead to ROI per signal.
Catch us on the Partner Stage from 1:50–2:10 PM PST on Wednesday, November 12th, for this 15-minute power session.

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The future of marketing tech isn’t more tools; it’s coordinated intelligence. RevSure makes that actionable across every stage of the funnel.
See you in the next issue.

