- What is Enterprise AI
- Introduction: A New Technology Stack
- Requirements of the New Enterprise AI Technology Stack
- Reference AI Software Platform
- Awash in “AI Platforms”
- “Do It Yourself” AI?
- The Gordian Knot of Structured Programming
- Cloud Vendor Tools
- C3 AI Platform: What is Model-Driven Architecture
- Platform Independence: Multi-Cloud and Polyglot Cloud Deployment
- Conclusion: A Tested, Proven AI Platform
- Enterprise AI Best Practices
- Enterprise AI Buyer’s Guide
- 10 Core Principles of Enterprise AI
- IT for Enterprise AI
- Develop AI 26X Faster on AWS
- Develop AI 18X Faster on Azure
- Enterprise AI Resources
IT for Enterprise AI
Next Generation Platform Requirements
Below is a summary of the technical requirements for a next-gen AI platform.
Application logic encoded in meta-data
Event points for procedural logic
Integrated Graphical Designers (C3 AI Tools)
- Visual User Interface Designer
- Data Model Designer
- Object Model Designer
- Integration Designer
- Analytics Designer
- Visual Analytics Designer
- Application Logic Configuration and Scripting
- Data Explorer
- Application Provisioning
Unified, Extensible Type/Object System
- Pre-built Utility Object Model
- Object-Relational/Key-Value Mapping
- Extensible Type System
- Data Model, Object Model, Integration Model, Expressions, Analytic Features, User Interface, App Logic
Database Services
- Relational
- Key-Value Store
- Data Auditing
- Data Versioning
- Pre-built Utility Data Model
- Data Validation
Analytics Services
- Analytic Metrics
- Analytic Expressions/Features
- Predictive Modeling
- Machine Learning Classifiers
Multi-Dimensional Data Services
In-Memory Distributed Data Services
Continuous/Event Processing Services
- Distributed Stream Computing
- Complex Event Processing
MapReduce Service
Application Development Lifecycle Management
- Integrated Graphical Design Environment (C3 AI Tools)
- Provisioning
- Upgrades
- Monitoring
- Auto-scaling
Integration Services
- ETL
- Synchronous/Asynchronous Messaging
- Integration Process
- REST APIs
- Utility Canonical Object Model
- Canonical Object to Data Model Mapping
Business Process Management
- Workflow
- Orchestration
Business Rules Engine
Private PaaS
- Virtual Private Instance
- Appliance Datacenter Deployment Portals
Mobile, Responsive design
Security Services
- Authentication/Authorization
- Roles/Responsibilities
- Field, Row, Object Visibility
- Data encryption at rest
- Data encryption at rest
Multi-Cloud Deployment
- Private Cloud
- Public Cloud
Security Certifications
- SOC 2 Type 2
- HITrust
- FedRamp
BI Tools
- Tableau
- Qlik
- MicroStrategy
Data Virtualization
- Relational Databases: Oracle, SAP Hana, Postgres, RDS, SQL Server
- Distributed File Systems: HDFS, S3,…
- Application Systems: SAP, Oracle, Maximo
- Key-Value Stores: Cassandra, HBase, DynamoDB, Azure Cosmos DB
Programming Languages
- Java, JavaScript, R, Python, Scala
Data Science
- NLP, Speech, Image, Facial
- Libraries: Scikit learn, TensorFlow, Caffe, Torch…
- Supervised, Unsupervised
- Classification, Regression
Data Types
- Structured
- Unstructured: Image, Video, Sound,…

