Develop, Scale & Act Upon AI Insights Without Writing Code

C3 AI Ex Machina enables anyone to change the way they work.

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Complete 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:

AutoML Predict Delay Train Run ERP Suppliers CRM Orders Prepare ERP C3 AI UI Designer Publish Results Develop Business Application

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


Save project inputs and outputs as Ex Machina datasets and maintain dataset version & lineage

Share datasets & connections to data sources across your organization

Download data sheet for complete list of connectors and capabilities.


Develop and Deploy High-Performing AI Models


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

See in Action

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

ConEdison is using C3 AI Ex Machina to rapidly identify at-risk assets

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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


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


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

See C3 AI Ex Machina In Action

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