c3 ai suite - query.prod.cms.rt.microsoft.com
TRANSCRIPT
The C3 AI® Suite is software that uses a model-driven architecture to accelerate delivery and reduce the complexities of developing enterprise-scale AI applications. The C3 AI Suite enables organizations to deliver AI-enabled applications faster than alternative methods.
C3 AI Integrated Development Studio (IDS)C3 AI Integrated Development Studio (IDS) is a low-code/no-code environment for developing, deploying, and operating enterprise AI applications. C3 AI IDS provides data ingestion, data modeling, machine learning feature engineering and model lifecycle management, and a metadata-driven UI development tool. C3 AI IDS allows developers and data scientists to focus on solving business problems by providing an integrated environment that abstracts routine and complex application development tasks, through four environments:
C3 AI Data Studio
C3 AI ApplicationsStudio
C3 AI ML Studio
C3 AI DevOpsStudio
© 2020 C3.ai | All Rights Reserved | 20_1005
DATA SHEET
Software Suite for Rapidly Developing, Deploying, and Operating Enterprise-Scale AI Applications
C3 AI Suite
RDBMS
Key ValueStore
NoSQL
Distributed File System
HDFS
MLPipeline
C3 AI DataStudio
C3 AI ML Studio
C3 AI ApplicationsStudio
C3 AI DevOpsStudio
SAP Hana
Oracle
Salesforce
IBM Maximo
OSI PI
GE
AWS IoT
AmazonKinesis
Azure Data Lake
Weather
CommodityData
TransformExpressions
Canonical Source
QueueBatchMapReduce Stream
Authentication
AccessControl
RolesResponsibilities
Users
Auto Scaling
Monitoring
API’s
TimeSeries
Encryption
Logging
Multitenancy
Cloud ObjectStorage
Analytics
SystemsManagement
SchedulerAuditing
ProfilingDeployment
FileSystems
ExMachina
IoT
Data Integration
Data Persistence
Connectors, Extensions
Continuous Analytics Processing
Machine Learning Framework and Services
Platform Management Services
C3 AI Suite
C3 AI Integrated Development Studio (IDS)
React
Angular
JS
UI Frameworks
Jupyter Eclipse
R Studio
Application Development Tools
Alteryx
Qlik
Domo
UI and Data Visualization Tools
MicroStrategy
Tableau
Cross-Industry Foundation
Predictive Maintenance
Inventory Optimization
Supply Chain
Energy Management
CRM
Fraud Detection
Aerospace
Telco
Manufacturing
Utilities
Oil and Gas
Extensible Data Models
C3 AI Data StudioA set of visual tools to ingest disparate enterprise, extraprise, and sensor data into a unified, federated image, and design and explore the sources, structure, and contents of the resultant C3 AI Data Model.
C3 AI Data ManagementCreate custom data integration pipelines from existing source systems into C3.ai data models. Rapidly set up data ingestion pipelines from file systems, relational databases, queues, or streaming sources, using the C3.ai expression library or by writing custom code.
C3 AI Model DesignerNavigate, explore, and edit C3.ai models. Users can change the composition of C3.ai models, implement its methods, or configure its properties such as the underlying preferred storage system.
C3 AI Data ExplorerExplore data in the C3.ai data models. Users can access, explore, and export data stored in different underlying storage systems—relational, key-value, or object storage systems.
C3 AI Expression DesignerPerform time series analysis on the C3 AI Suite. Use a library of time series transformation functions to manipulate and create new time series.
C3 AI UI DesignerBuild application user interfaces by creating pages, configuring visual components and defining interactions between elements of the user interface— integrated with the C3.ai model-driven architecture.
C3 AI Applications StudioA visual interface and metadata-driven UI designer to develop an application front end and analytics.
© 2020 C3.ai | All Rights Reserved | 20_1005
C3 AI DevOps StudioA collection of browser-based tools that cover the C3 AI® DevOps lifecycle for scaling, Continuous Integration and Continuous Deployment (CI/CD), and administration and monitoring.
C3 AI Source ControlCollaborate on code and track changes. Manage your branches and create pull requests from inside IDS.
C3 AI Release ManagementPerform managed CI/CD to create builds with automated tests, view test results, create releases, and deploy applications.
C3 AI Monitoring and AdministrationMonitor resource utilization and autoscaling, manage work queues, schedule Cron jobs, and use a console for command-line access to the C3 AI Suite.
C3 AI Model ManagementManage the lifecycle of a machine learning model, including creating, validating, versioning, administering, and monitoring, with model cross-validation, A/B testing, auto-scaling, and roll-back support.
C3 AI Ex MachinaVisually create analytics and machine learning models, process data, and explore data and machine learning tools. C3 AI® Ex Machina provides users the ability to analyze, explore, and derive business insights quickly—using a visual interface.
C3 AI Jupyter ServiceExplore data, develop machine learning features, and author models using flexibly sized, on-demand Jupyter Notebooks.
C3 AI ML StudioData science tools that bring application development and data science disciplines together to accelerate enterprise-scale AI/machine learning development and operation.
Support
Learning
Community
Docs
Settings
Alerts
Operate
Develop
Dashboard
Welcome
TOTAL TAGS
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AVG RESPONSE TIME
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0
52
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Overview
© 2020 C3.ai | All Rights Reserved | 20_1005
Learn more at C3.ai
Model-Driven ArchitectureEnable greater data science and application developer productivity, rapidly deliver enterprise-scale AI applications, and future-proof existing IT investments. The C3 AI Suite uses conceptual models of all the attributes and processes related to a specific entity or domain as well as physical objects or data stores. The C3.ai model-driven architecture can represent application data, metadata, processes, interrelationships, persistence, computing processes, time series expressions, language bindings, and AI/ML tools and algorithms.
Data Integration ServicesEnable rapid integration of data from enterprise, extraprise, and sensor data feeds with support for both structured and unstructured data. The C3 AI Suite is able to ingest data in batch, stream, or message-based integrations. The C3 AI Suite has prebuilt connectors to many common data sources including Postgres, Oracle, SAP, HBase, HDFS, Apache Kafka, AWS Kinesis, OSI PI, and Cassandra. Data integration services are extensible, enabling developers to configure and enable additional connectors.
Data Management Services Enable persistence of large volumes of data, while also making data readily available for analytical calculations. Virtualize external data stores within the C3 AI Suite for AI algorithms and applications. Data management services include data federation, management of and interaction with multiple databases, and persistence of data in the appropriate data store.
Time Series Services Enable persistence, processing, and representation of data objects as time series, including the ability to normalize or calendarize data (e.g., time-align data, retrieve time series at different time intervals), identify and flag gaps in data, manage data that are received out of sequence, and apply pre-built (or custom) mathematical expressions on time series data. Seamlessly manage time series data and costs across hot (fast reads/writes, higher costs) and cold (slower reads/writes, lower costs) storage.
AI and Model Management ServicesManage models across machine learning life cycle stages, including model design and experimentation, model training and evaluation, model integration and deployment, production inference, and model maintenance.
Security Deliver end-to-end authentication and authorization, including access control to data and methods, using the role-based, and certified C3.ai security framework. SOC2, SOC3, NIST, and HIPAA attestations.
Private & Public Cloud Deploy to your private or public cloud instance on Azure, AWS, and Google Cloud Platform, or deploy in a private cloud.
C3 AI Suite Services and Capabilities The C3 AI Suite delivers a set of services and capabilities that provide the ability to deliver AI applications faster than alternative methods. The C3.ai model-driven architecture, a set of data integration, management and processing capabilities, time series services, AI and model management, and a security framework all speed data science and application development to accelerate delivery of AI at enterprise scale.
© 2020 C3.ai | All Rights Reserved | 20_1005
Proven Results in 8-12 Weeks Visit c3.ai/get-started