The Infrastructure for Explainable AI

Intelligible Connect

Connect takes your raw data — from CSVs, EMRs, or tables — and transforms it into structured, interpretable components ready for analysis.
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Intelligible Core

Core provides a secure environment to run local, private AI modules, ensuring data privacy and compliance while generating accurate predictions.
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Insight Engines

Insight Engines, like ReAdmit Insights and SurpriseFinder, deliver natural language explanations and data-grounded insights to make AI results understandable and actionable.
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Our Research Foundations

Intelligible is built on years of AI and healthcare research, with key publications from MIT, UW–Madison, and our collaborators.

01

LLMs Understand Glass-Box Models, Discover Surprises, and Suggest Repairs
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02

Data Science with LLMs and Interpretable Models
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03

The Hidden Risk of Round Numbers and Sharp Thresholds in Clinical Practice
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04

Neural Additive Models: Interpretable Machine Learning with Neural Nets
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