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Dataiku vs IBM watsonx
This comparison was retrieved by database IDs selected from the catalog.
Dataiku
Dataiku
IBM watsonx
IBM
No public pricing. Enterprise subscription with custom pricing. Free trial available. Community edition available.
watsonx.ai free trial available. watsonx.ai usage-based from $0.50/CUH. Enterprise custom pricing. IBM Cloud account required.
SOC 2 Type II. ISO 27001. GDPR compliant. On-premise deployment for data sovereignty. Enterprise data handling agreements.
IBM enterprise security. SOC 2 Type II. ISO 27001. GDPR compliant. FedRAMP authorised. HIPAA eligible. Data residency options across IBM Cloud regions.
Review Dataiku's data handling policy. Cloud deployments process data on Dataiku's infrastructure. On-premise and private cloud options available for data sovereignty.
watsonx processes enterprise data within IBM security boundary. Data residency options allow data to remain within specific geographies. Enterprise includes data handling agreements.
- Visual flow builder makes ML project structure visible to all stakeholders including non-data scientists
- Cross-role collaboration between data scientists, analysts, and engineers within one platform
- Strong governance and lineage features for regulated industry ML requirements
- LLM Mesh allows GenAI application building within the same governance framework as traditional ML
- AI governance tooling is distinctive for regulated industries facing EU AI Act compliance
- Three-part platform addresses AI build, data, and governance in one vendor relationship
- IBM enterprise security across FedRAMP, HIPAA, and GDPR
- Strong for organisations with existing IBM infrastructure
- No public pricing requires sales engagement
- Learning curve for technical data scientists who prefer code-first tools
- More expensive than pure code tools for teams that only need technical ML capabilities
- Less model variety and ecosystem than OpenAI, Anthropic, or AWS Bedrock
- Higher cost and complexity than simpler AI API alternatives
- IBM reputation may not excite developers used to faster-moving AI platforms
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