i3O.ai Charts New Era Under CEO Dave Herman as Company Advances Next Generation of Precognitive and Predictive AI
i3O.ai advances predictive AI under CEO Dave Herman, expanding patents to forecast human behaviour from social media and facial recognition data.

Dave Herman CEO of i3o.ai
Award-winning AI company expands pioneering patent portfolio to unlock the future of predictive intelligence across media, commerce and society
i3O.ai has announced the next phase of its development under the leadership of CEO Dave Herman, as the company accelerates work on its pioneering predictive artificial intelligence platform and expands the scope of its intellectual property to address an increasingly data-driven world.
The company was founded by inventor Bernhard E. Fritsch, whose vision centred on understanding and predicting human behaviour through publicly available digital signals. Fritsch has stepped down from the business following legal matters unrelated to i3O.ai's current leadership, allowing the company to focus entirely on commercialising its technology under a new executive team.
At the heart of i3O.ai is a landmark patent family centred on understanding social media behaviour. The original patents, which took approximately eight years to secure, established a framework for analysing publicly available online interactions to identify behavioural patterns capable of predicting future outcomes.
Building on that foundation, i3O.ai's technical team is now advancing its patent portfolio to reflect the evolution of artificial intelligence and publicly available digital information. This includes expanding research into how publicly available facial recognition data, alongside social media signals and other open-source information, may strengthen predictive modelling capabilities while operating within applicable legal and ethical frameworks.
"The amount of publicly available behavioural data has increased exponentially over the past decade," said Dave Herman, CEO of i3O.ai. "Our objective is to transform that information into meaningful predictive intelligence that helps organisations anticipate trends, understand audiences and make better-informed decisions."
The implications extend far beyond traditional analytics.
Rather than simply describing what has already happened, predictive AI seeks to estimate what is most likely to happen next. Potential applications include: • NewsTech - identifying emerging stories before they become mainstream. • MediaTech - understanding audience behaviour and forecasting engagement. • AdTech - delivering campaigns based on predicted consumer intent. • FashionTech - anticipating trends before they reach mass adoption. • PropertyTech - identifying changing neighbourhood dynamics and demand. • RetailTech - forecasting purchasing behaviour. • SportsTech - modelling fan engagement and audience growth. • Entertainment - predicting cultural movements and content performance. • Financial services - recognising developing market sentiment. • Public sector - understanding large-scale behavioural patterns through publicly available information.
The company believes these represent only the beginning of what predictive AI can enable as artificial intelligence continues to evolve.
The technology has already received international recognition.
In 2019, i3O.ai received the prestigious Edison Award in New York for AIMS, recognising innovation in artificial intelligence and predictive analytics. Named after one of history's greatest inventors, the Edison Awards celebrate breakthrough technologies with the potential to transform industries.
Today, advances in large language models, computer vision and multimodal AI are creating new opportunities to extend predictive systems well beyond the capabilities envisioned when the original patents were first filed.
i3O.ai believes the convergence of behavioural analytics, machine learning and publicly available digital data represents one of the next major frontiers of artificial intelligence.
"Our ambition is not simply to build another AI platform," Herman added. "It is to build intelligence that helps organisations better understand behaviour, recognise patterns and anticipate change across virtually every industry."
As organisations increasingly seek to move from reactive decision-making towards predictive intelligence, i3O.ai aims to position itself at the forefront of a new generation of AI designed to understand not just what people have done - but what they are likely to do next.
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