C3 AI Ex Machina Benefits to You
01
Establish a shared and trusted data foundation fast
by connecting, unifying, and sharing data from business apps, data lakes, and siloed datastores.
Access Data
Access any first- and third-party data with connectors to common datastores (e.g., Snowflake, Databricks, BigQuery, Salesforce, SAP, Oracle)
Work with common data formats including structured, semi-structured, timeseries, and graph
Collaborate with Data
Save project inputs and outputs as Ex Machina datasets and maintain dataset version & lineage
Share datasets & connections to data sources across your organization
02
Explore and analyze data
with the benefits of AutoML with an easy-to-use and unified user experience.
Profile, Prepare, & Explore Data
Validate data with automated detection of missing, mismatched, and outlier data
Unify, prep, and clean messy data with out-of-the-box functions (e.g., join, filter, search replace)
Analyze & Visualize Data
Profile and visualize data with charts including scatter, combo, and geospatial at any step in the workflow
Connect to common BI tools for additional exploration and reporting
03
Share and re-use datasets,
pipelines, machine learning models, and entire predictive analytics projects flexibly and securely as a team.
Share with Security
Easily add new editors, viewers, and administrators
Share data, workflows, and ML models and collaborate with others across your organization
Maintain access controls to ensure data and projects remain secure
04
Scale with ease and operationalize insights
on a cloud native, dynamically elastic platform that can handle all your data and send insights to all your business apps.
Scale
Work quickly and easily in a distributed, cloud-native web application
Scale a workspace from 16GB to 1PB+ with one click
Operationalize Analytics
Schedule projects to update and run automatically
Generate and send alerts based on project outputs
Report on findings by sharing dashboards, charts, and tables
05
Work in one, unified platform
that unites analytics and machine learning to provide more powerful and actionable insights.
Complete Analytics
Create a unified, federated view of all your data
Visualize data and share up-to-the-minute insights using visual dashboards
Perform simple and complex arithmetic and run advanced statistical tests
High Performance Machine Learning
Automatically train, optimize, and scale machine learning models with AutoML
Evaluate comprehensive model metrics to understand, explain, and trust machine learning outputs
Create, deploy, and monitor model performance
