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MIT shows how AI can work with real business data, not just text and images

MIT shows how AI can work with real business data, not just text and images

Sharing an interesting AI development from MIT: the team is advancing an approach to models that work with tabular and time-series data.

These systems are designed to help businesses make real-time decisions, drawing on company data and limited compute resources.

The research later became the foundation for Ikigai Labs and was subsequently integrated into Celonis. What makes the approach notable is that the model learns from real outcomes and continuously refines its forecasts.

Why it matters: this is the kind of AI that can truly support planning, forecasting, and operational optimization.

Do you think enterprise AI should be built around this kind of practical approach? #AI #MIT #Business #Innovation

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On the site 5 views
min read 1 14.07.2026
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MIT shows how AI can work with real business data, not just text and images

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