Develop, Scale & Act Upon AI Insights Without Writing Code
C3 AI Ex Machina enables anyone to change the way they work.
View WebinarComplete No-Code AI
C3 AI Ex Machina can be used to address myriad use cases.
Take, for example, a project to predict and prevent supplier delay:
Access Data Quickly and Easily
Access Data
Access first- and third-party data with connectors to common datastores (e.g., Snowflake, Salesforce, BigQuery, SAP, Oracle) and a REST API connector
Work with common data formats including structured, semi-structured, timeseries, and graph
Exploration & Visualization
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
Prep, Wrangle & Analyze
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)
Perform simple and complex arithmetic and run advanced statistical tests
Datasets
Save project inputs and outputs as Ex Machina datasets and maintain dataset version & lineage
Share datasets & connections to data sources across your organization
Develop and Deploy High-Performing AI Models
AutoML
Automatically train high-performing models for any regression, classification, or clustering problem
Automatically encode, scale, and impute data and select the best features to optimize model performance
Automatically optimize model hyperparameters, based on the algorithm, data, and model scorer being used
Model Validation & Interpretability
Evaluate comprehensive model metrics to verify and trust model performance
Review feature importance to trust, understand, and explain outputs
MLOps & Model Management
Document and save models and deploy on production data
Track model performance after deployment
Maintain model version and lineage
Scale with the C3 AI Platform
Integrate with the C3 AI Platform to collaborate with data scientists and scale model deployment and management
Get hands on support from C3 AI data scientists
Action Models in Robust Business Apps
Productionize workflows
Generate predictions by running trained ML models on production data across any project
Maintain ML model version and lineage
Reporting
Report on findings by sharing dashboards, charts, and tables
Share read-only output with viewers across your organization
Scheduling & Alerting
Schedule projects to update and run automatically
Generate and send alerts based on project outputs
Business Apps on the C3 AI Suite
Integrate with the C3 AI Suite to build business applications without writing code
Build modern, responsive user interfaces for company-wide use
Scale and Govern Seamlessly
Scale
Work quickly and easily in a distributed, cloud-native web application
Scale a workspace from 16GB to 1PB+ with one click
Seamlessly work across your organization by adding new editors, viewers, and admins with one click
Collaboration & Security
Share data, workflows, and ML models and collaborate in real time with others across your organization
Maintain access controls to ensure data and projects remain secure
Read more on C3 AI’s enterprise-grade security here
