Dataiku
Collaborative data and AI platform
- Data & analytics · editorial fit
Overview
Dataiku is a collaborative enterprise platform for preparing data, building analytics and machine-learning projects, deploying models and applications, and governing AI work. It supports visual no-code workflows and full-code development in the same environment so analysts, data scientists, engineers, and business users can work on shared projects.
The current platform also orchestrates generative AI and agent work alongside predictive modeling and analytics. Organizations can connect data, clouds, models, and business systems, then manage lifecycle, security, cost, and compliance from a central platform. Dataiku offers both a limited installable Free Edition and a time-limited managed cloud trial.
Supported use cases
Build a shared analytics project
Prepare data, create dashboards or models, and let technical and business contributors work from one project.
Operationalize a model
Move an experiment into a deployed service and monitor its performance over time.
Govern enterprise AI work
Inventory and control analytics, predictive models, generative applications, and agents across teams.
Limitations
Trial limits
The managed cloud trial lasts 14 days, supports two users and bounded compute, and excludes Govern and advanced LLM Mesh capabilities.
Key capabilities
Data preparation and analytics
Connects, cleans, transforms, visualizes, and analyzes data through visual recipes or code.
Machine learning and deployment
Builds, compares, deploys, and monitors predictive models and API services.
Generative AI and agent orchestration
Connects supported LLMs and coordinates AI applications or agents within governed workflows.
Collaboration and governance
Centralizes projects, permissions, reusable assets, monitoring, and policy across teams.
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