Dataiku Reviews

Dataiku's impact on ROI varies among users. Some see a positive or valuable return due to features like compliance support, simplification of architecture, and enhanced collaboration, while others find it difficult to justify ROI without price adjustments. Challenges in calculating specific financial benefits persist due to varied usage contexts and competition. The platform is appreciated for consolidating tools and project management, though not all users report quantifiable outcomes like cost reduction or improved efficiency.

Dataiku licensing fees are approximately €20 ($22 USD) per key for the basic version and €40 ($44 USD) for a comprehensive version. Users highlight that despite being more affordable than competitors like Alteryx, it is still considered expensive, particularly given a non-consumption-based pricing model. Costs vary based on client needs, with no extra charges beyond licensing. Larger companies may find pricing more manageable compared to smaller enterprises.

• "Pricing is pretty steep. Dataiku is also not that cheap."
• "The annual licensing fees are approximately €20 ($22 USD) per key for the basic version and €40 ($44 USD) per key for the version with everything."

Users primarily utilize Dataiku for data science, data modeling, and machine learning. They deploy Dataiku in various environments, including production, for tasks like ETL development, data migration, sentiment analysis, and demand forecasting. Companies in sectors such as oil and gas, telecommunications, and retail apply it for analytics and exploration. Consulting firms use Dataiku for BFSI value chain cases, while others manage data pipeline ingestion, focusing on data quality and rule-based alert systems.

Dataiku's customer service and support are considered prompt and knowledgeable, with quick responses and knowledgeable interactions, often with senior personnel like the CTO. Some users appreciate the responsiveness and expertise, while others feel areas need improvement, such as quicker acknowledgment of issues. Responses vary, with ratings generally around six to seven out of ten. Dataiku collaborates with local industry experts, enhancing the understanding of customer needs. Yet, there are occasional concerns about adequate assistance and billing requests.

Dataiku's initial setup is often reported as straightforward and easy. Organizations often find that one experienced individual can manage installation and maintenance. Some users mention that setup takes only a few days, though customization might require more time. While many experience smooth initial deployment, some face challenges requiring technical support to manage compatibility issues. Online guidelines and tutorials are available to assist users. Transitioning between platforms like Databricks and Snowflake is described as smooth.

Dataiku demonstrates scalability with cloud and horizontal expansion capabilities, suiting various organizational sizes. Users report success in scaling with multiple users, though some experience slower processing times and see room for improvement. While the interface easily integrates with cloud environments, feedback varies, with some noting high scalability ratings and others mentioning issues. Many agree that scalability increases with the ability to invest more financially, as technical scaling shows no significant limits for larger deployments.

Some users report stability issues in Dataiku, including SQL bugs, server downtime, and privacy concerns. Others find it stable without experiencing bugs or glitches. Different experiences may depend on usage patterns. Some users observe freezes during complex tasks but manage stability with resource control and maintenance. Reliance on open-source libraries impacts stability during updates, yet many users are satisfied, highlighting the importance of handling outliers and resource management for optimal performance.