
Credited from 2012
(1)Started the machine learning data catalog category
TRUSTED BY DATA LEADERS WHO CAN’T AFFORD TO GET IT WRONG















THE PROBLEM
An agent gives you the wrong answer. Is it the data, the context, the agent, two of the three, or all of it at the same time?
THE ANSWER IS AIOS
Because there are so many ways to get the wrong answer, you see whether it was the data, the context, or the agent — and fix the right thing, with the right feedback, to constantly improve.
Solutions
AIOS powers solutions to your most critical business challenges.
Industry Validation
Every external claim on this page is independently verifiable. The public sources — and the analyst attributions they require — are listed here.
Credited with starting the machine learning data catalog category in 2012.
Leader, Forrester Wave: Machine Learning Data Catalogs (2018, 2020).
Five time Leader, Gartner Magic Quadrant for Metadata Management (2017–2020, 2025).
Leader, Gartner Magic Quadrant for Data & Analytics Governance (2025).
Leader, inaugural IDC MarketScape: Worldwide Data Catalog Software (2020).
Leader, GigaOm Radar for Data Catalogs (two time) and Innovation Leader, GigaOm Radar for Data Governance (2023).