AI-First or AI-Dead: Inside the Revolution That’s Killing the Middle Funnel

Enterprise growth is entering a new phase—one where speed, intelligence, and automation are no longer advantages but expectations. As AI reshapes how companies interact with customers, many organizations find themselves caught between ambition and execution, experimenting with new tools while still relying on outdated systems beneath the surface. The real challenge isn’t access to technology—it’s knowing how to turn it into a scalable, reliable part of the business.

Enter, Vanja Novakovic, a voice focused less on hype and more on practical transformation. Working at Lucidya, Novakovic brings a systems-level perspective to how AI is reshaping go-to-market strategy and customer experience. Rather than treating AI as a bolt-on feature, he approaches it as infrastructure—something that redefines how companies acquire, engage, and retain customers. In the following conversation, he shares grounded insights on what it takes to move beyond experimentation and build AI-driven operations that actually deliver results.

1. Tell me a little bit about your background and how you ended up choosing your field.

Vanja Novakovic: I started my career in retail at Walmart during a transformative period. This was the mid-2000s, and I watched firsthand as customer behavior shifted dramatically online. Brick-and-mortar was no longer king, and the companies that survived were the ones that saw the digital wave coming and adapted fast. That experience taught me something crucial: the best marketers aren’t the ones with the flashiest campaigns. They’re the ones who spot the disruption early and position themselves ahead of it.

That insight led me to pivot into SaaS and fintech at BlackRock, where I developed deep expertise in how technology could fundamentally reshape go-to-market strategies. But it wasn’t until AI started maturing beyond just buzzwords that I found my true focus. I realized we were entering another inflection point, one even bigger than the shift to digital. AI wasn’t just going to change how we market or sell. It was going to rewrite the entire playbook for how companies acquire, engage, and retain customers. That’s what brought me to where I am today.

2. How do you differentiate yourself from others in your field?

Vanja Novakovic: Most marketers are still treating AI like a feature. They bolt it onto existing processes and call it innovation. I approach it differently. I believe AI needs to be the foundation, not the add-on. That’s why I chose to work with Lucidya. They’re not retrofitting AI into legacy systems. They’re AI-native from the ground up.

What differentiates me is that I don’t just talk about AI disruption in theory. I work with tools that are actively doing it. When you’re hands-on with technology that can analyze customer sentiment across dozens of languages in real time, automate personalized responses at scale, and predict customer churn before it happens, you stop thinking in terms of campaigns and start thinking in terms of ecosystems. That shift in perspective is what sets apart the marketers who will lead in the next decade from those who will scramble to catch up.

3. What are 3 tips you can share with our readers as it relates to your industry?

Vanja Novakovic: First, stop waiting for perfect data. Too many GTM teams are paralyzed because they think they need a pristine data warehouse before they can implement AI. The reality is that AI gets smarter as it works. Start with what you have, iterate, and let the technology learn alongside your team. Perfection is the enemy of progress.

Second, automate the repetitive, not the relationships. AI should handle the heavy lifting like lead scoring, sentiment analysis, and predictive routing. But the moment a customer needs empathy, context, or creative problem solving, that’s where humans shine. The companies winning right now are the ones using AI to free up their teams for high-value interactions, not replace human connection entirely.

Third, think in systems, not silos. The old model was marketing does awareness, sales closes deals, and support handles complaints. AI breaks down those walls. A chatbot interaction can be a sales opportunity. A support ticket can reveal a product gap. Your GTM strategy needs to reflect that interconnectedness. If your AI tools aren’t talking to each other, you’re leaving massive value on the table.

4. How do you think technology will affect the way we do business 10 years from now?

Vanja Novakovic: In 10 years, the idea of a “GTM team” as we know it today will feel quaint. AI will handle the entire middle funnel autonomously. Prospecting, qualification, nurturing, even negotiation within certain parameters. Human teams will focus on two extremes: strategic vision at the top and complex, high-touch relationships at the bottom.

The companies that thrive will be the ones that embrace what I call “AI-first GTM.” Customer experience won’t be a department. It’ll be an intelligent layer running across every touchpoint, learning and adapting in real time. We’ll see the rise of hyper-personalization at a scale that’s unimaginable today. Every customer will feel like your only customer because AI will orchestrate experiences tailored to their behavior, preferences, and needs instantly.

5. What is your business all about?

Vanja Novakovic: Lucidya is pioneering autonomous customer experience through AI that doesn’t just chat with customers but actually resolves their issues end to end. Our AI Agent represents a fundamental shift from the old chatbot model of deflection to true autonomous resolution. It connects directly into enterprise systems like CRM, billing, and ERP to take action, not just provide answers. Need a refund processed? Account updated? Subscription changed? The agent handles it in under three minutes with full audit trails and governance guardrails.

The results speak for themselves. We’re seeing first contact resolution rates jump from 42% to 90%, cost to serve drop by 40 to 60%, and autonomous containment hit 85%. One deployment resolved over 3,000 cases in five months, saving $70K in labor costs alone. This isn’t incremental improvement. It’s a complete reimagining of what customer experience can be when AI is built into the foundation instead of bolted on top.

It was a pleasure interviewing Vanja Novakovic, Director of Product Marketing & Customer Marketing at Lucidya, and gaining his insights on how AI is transforming business growth.

For readers with follow-up questions or who’d like to connect directly, Vanja can be reached via LinkedIn: https://www.linkedin.com/in/vanja-novakovic-1a6b8b131/