Data Sources
Enterprise Systems
Documents & Content
APIs & Services
watsonx.governance
Risk and Compliance
AI asset inventory • Risk assessments
Regulatory compliance (EU AI Act)
Lifecycle Transparency
Model and agent fact sheets
Third-party model governance
Observability and Guardrails
Drift and bias • Content safety
Agentic AI monitoring
watsonx.data
Open Data Lakehouse
Fit-for-purpose query engines • Vector search
Open formats • Separated storage and compute
Data Integration
Batch, streaming, replication pipelines
AI pipeline authoring • Observability
Data Intelligence
Governance • Quality • Lineage
Self-service data products
watsonx.ai
Model Access
Open and proprietary models
Model gateway • Bring your own model
AI Development Studio
Prompt engineering • RAG • Fine-tuning
Synthetic data • Evaluation tools
AI and Agent Ops
Agent lifecycle (build, test, deploy)
Auto AI • Auto RAG • Deployment
watsonx Orchestrate
Build Agents
No-code, low-code, pro-code
Tool integration (MCP, APIs)
Domain Agents
Prebuilt for HR, Finance, Supply Chain
Multi-agent orchestration
Govern and Monitor
Observability • Guardrails
Policy enforcement
Automation
App Development and Integration
App modernization • Cloud-native
Hybrid integration • API management
Infrastructure and Security
Provisioning • Configuration
Identity • Compliance • Network
Technology Business Management
Observability • FinOps
IT financials • Asset management
Hybrid Cloud
Open Hybrid Cloud Platform
Containers • Enterprise Linux
Automation • AI platform
AI-Ready Infrastructure
Mission-critical compute
Cloud services • Storage
Flexible Delivery
As-a-service • On-premises • Edge
GPU acceleration
Customer & Employee
IT & Operations
Business Value
Data & Analytics