In just a few short years, artificial intelligence has transformed at great speed and scale from a niche research area into a cornerstone of modern business, revolutionising industries from healthcare to finance—and marketing is no exception. This blog post breaks down the future of AI for B2B Marketing Leaders.

To help provide clarity around the AI trajectory we are on, OpenAI created a roadmap using five levels of advancement. Their roadmap offers a glimpse into how big tech sees AI evolving and provides context to where we are now and where we’re likely heading next.

It’s important to note that while OpenAI has created this framework to track progress, they have not publicly committed to specific dates for achieving each level. The absence of a definitive timeline reflects the uncertain nature of AI development and the challenges involved in predicting technological advancements in this rapidly evolving field.

However, I wanted to include OpenAI’s roadmap as it provides context for understanding how AI will impact marketing departments and job roles in the future.

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Level 1: Conversational AI

OpenAI identifies the first level of AI development as the ‘Conversational AI’ phase. This includes not just chatbots like ChatGPT, Claude, and Google’s Gemini, but also extends to other generative capabilities, such as text-to-image models (DALL-E) and tools for generating audio (Eleven Labs) and video (RunwayML).

While these tools are transformative, they also have limitations. Chatbots and generative models still lack operational depth. While they’re powerful in specific functions like engagement and content creation, they’re not yet autonomous in executing or managing complex marketing workflows. As we embrace this first level, it’s crucial to leverage these tools for what they excel at while planning for a future where AI will extend into more integrated, operational roles.

Level 2: Reasoners – The Age of Human-Level Problem-Solving (This is where we are today)

OpenAI’s next phase, ‘Reasoners’, brings AI systems capable of problem-solving on par with human experts. These AI models can plan, analyse, and execute tasks requiring deeper reasoning and multi-step problem-solving.

This evolution will revolutionise how we approach campaign planning, optimisation, and content creation. Imagine an AI that can tackle market research and forecast trends with the sophistication of a PhD-level genius.

Level 3: Agents – Autonomous Systems That Can Take Actions

The third level of AI advancement, the ‘Agents’ phase, is where AI starts to take autonomous action. This could mean AI agents handling tasks on behalf of users, such as project management, execution of routine campaigns, or even overseeing day-to-day marketing operations.

Though still in its early days, the potential of AI Agents in marketing is significant. For example, Microsoft is already rolling out autonomous agents. On their website, Microsoft describes these agents as expert systems that operate autonomously on behalf of a process or company. Although this is not an actual level three agent (nor achieved level two reasoner ability), it’s clear that big tech is racing to deliver on the AI promise of driving efficiencies and improving productivity. This kind of ‘ahead of itself’ news is also a warning that in this race, claims will be made that, although not untrue, contain some wishful thinking, and it’s important to remain pragmatic and not to get caught up in the hype.

OpenAI considers Level 3 a long-term outlook, and dates for achieving this level remain uncertain. However, expect innovations in this space to deliver elements of autonomy sooner rather than later.

Level 4: Innovators – AI-Driven Creativity and Innovation

At the fourth level, Innovators emerge—AI systems capable of aiding in invention and creativity. This is where AI systems understand and reason across various domains and contribute to innovation and knowledge creation. Level 4 is where Artificial General Intelligence (AGI) is realised. At this level, marketing becomes automated with minimal human oversight, and product development integrates into marketing as systems use data to develop solutions for a customer segment and directly market to them.

The timeframe for progressing through to Level 4 is debatable, with estimates ranging from a few years to several decades.

Level 5: Organisations – Autonomous Organisations

According to OpenAI, the final level is ‘Organisations’. This level represents AI systems advanced enough to run entire businesses autonomously, potentially replacing entire departments and management teams. In marketing, this could lead to fully automated operations—from campaign development to performance optimisation—where AI handles everything based on pre-set objectives.

As AI becomes a fixture of the marketing department, it will undoubtedly change how people work. In my blog post, I examine how the organisational chart may change as AI integrates into processes. For further insights, download your free and comprehensive guide, AI for B2B Marketing Leaders.

Connect with the author, David Sloly, on LinkedIn

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