Artificial Intelligence: Beyond Generative AI

Over the past year the top tech topic has been generative AI. AI though, is not new, it has it roots back a few decades. While generative AI is a fairly recent capability, there are a number of other types that are currently in use across a variety of business use cases. Generative AI improves on some of those capabilities of course, but to really understand how a business can use AI to the best benefit, it’s helpful to have an understanding of the other types of AI, and how they can be used. The following graphic shows all the current AI types. It does not talk about future types though, like artificial general intelligence (AGI). While a very interesting topic, that’s a subject for another post.

Michael Fauscette

High-tech leader, board member, software industry analyst, author and podcast host. He is a thought leader and published author on emerging trends in business software, AI, generative AI, agentic AI, digital transformation, and customer experience. Michael is a Thinkers360 Top Voice 2023, 2024 and 2025, and Ambassador for Agentic AI, as well as a Top Ten Thought Leader in Agentic AI, Generative AI, AI Infrastructure, AI Ethics, AI Governance, AI Orchestration, CRM, Product Management, and Design.

Michael is the Founder, CEO & Chief Analyst at Arion Research, a global AI and cloud advisory firm; advisor to G2 and 180Ops, Board Chair at LocatorX; and board member and Fractional Chief Strategy Officer at SpotLogic. Formerly Michael was the Chief Research Officer at unicorn startup G2. Prior to G2, Michael led IDC’s worldwide enterprise software application research group for almost ten years. An ex-US Naval Officer, he held executive roles with 9 software companies including Autodesk and PeopleSoft; and 6 technology startups.

Books: “Building the Digital Workforce” - Sept 2025; “The Complete Agentic AI Readiness Assessment” - Dec 2025

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Disambiguation: Generative AI for Life Sciences - Transcript