Unite.AI

MARCH 20, 2025

If AI systems produce biased outcomes, companies may face legal consequences, even if they don't fully understand how the algorithms work. It cant be overstated that the inability to explain AI decisions can also erode customer trust and regulatory confidence. Visualizing AI decision-making helps build trust with stakeholders.

Algorithm 157

Algorithm AI AI Explainability 157

IBM Journey to AI blog

OCTOBER 17, 2024

Notably, Cognos can automatically classify data types, identifying whether columns represent measures, geographic data or plain text, then tag them with relevant icons for improved visualization. AI-powered data discovery: Cognos Analytics helps users uncover relationships and patterns that might go unnoticed in traditional BI tools.

Data Discovery 146

Data Discovery Business Intelligence Automation Explainability 146

DataRobot Blog

MAY 25, 2022

DataRobot enables the user to easily combine multiple datasets into a single training dataset for AI modeling. In this example, the training dataset only includes information that was known before Hurricane Harvey hit the Gulf Coast to provide proactive predictions about which structures were most vulnerable.

Data Scientist 52

Data Scientist Explainability Explainable AI AI 52

DataRobot Blog

DECEMBER 20, 2022

This usually involved gathering market and property information, socio-economic data about a city on a zip code level and information regarding access to amenities (e.g., Datarobot enables users to easily combine multiple datasets into a single training dataset for AI modeling. Property performance. Property features.

Explainability 59

Explainability Automation Machine Learning Data Scientist 59