Alteryx to Dataiku Migration Enables Cost & Efficiency Gains for a Leading Bank

Financial Services Dataiku Data Science & Machine Learning 

InfoCepts modernized a multinational bank’s advanced analytics by transitioning from Alteryx to Dataiku, reducing costs and increasing efficiency by 80%.

The Challenge

Our client, a leading multinational bank faced several limitations with Alteryx, impacting scalability, cost efficiency, and operational effectiveness:

High Licensing & Maintenance Costs – The organization incurred substantial recurring costs for Alteryx licenses, limiting cost-effective scaling.
Limited Flexibility & Customization – The platform had limited ability to customize workflows, requiring additional tools or workarounds to achieve complex data processing tasks.
Scalability Constraints – The Alteryx environment posed challenges in handling large datasets and integrating with modern data platforms, affecting performance and efficiency.
Complex Workflows – The reliance on Alteryx macros for automation made it difficult to scale or modify processes efficiently.
User Adoption Challenges – Adoption was low due to platform limitations. The lack of intuitive workflows further hindered engagement across key stakeholder groups.

The Solution

To address these challenges, Infocepts executed a structured migration strategy, leveraging Dataiku, SparkSQL, Python, and R to enhance functionality and automation while ensuring a seamless transition. Key solution components included:

Implemented secure data integration in Dataiku, establishing robust connections to multiple data sources while ensuring proper access control and data integrity.
Rebuilt data pipelines using visual, code-based, and plugin recipes in Dataiku, enabling greater flexibility and customization compared to Alteryx.
Conducted an in-depth feature analysis and mapping to identify Alteryx equivalents in Dataiku, and trained stakeholders to ensuring that stakeholders could effectively use the new platform through dedicated training sessions.
Used Python, R, and SparkSQL to develop custom code recipes, addressing gaps where Dataiku lacked direct feature parity with Alteryx, such as password-protected file processing.
Implemented looping structures in Dataiku, replacing Alteryx macros to automate repetitive workflows efficiently and at scale.
Engaged key stakeholders early in the transition process, ensuring alignment, training, and smooth adoption of Dataiku across teams.

The Outcome

The migration from Alteryx to Dataiku delivered substantial cost savings, improved efficiency, and enhanced operational agility:

30% Annual Cost Savings – Reduced licensing fees and operational overhead, allowing funds to be redirected to innovation and strategic initiatives.
80% Increase in Operational Efficiency – Data processing times significantly improved, ensuring faster insights for decision-making and strategic planning.
20% Reduction in Operational Costs – Optimized workflows lowered infrastructure and resource expenses, allowing teams to reallocate resources to high-value tasks.
Enhanced Scalability & Flexibility – The new Dataiku-powered ecosystem enabled seamless integration, automation, and scalability for future expansion.

Accelerate your Dataiku migration with Infocepts—seamless, scalable, and AI-ready. Let’s talk!

About the Client

Our client is a British multinational bank with a strong global presence, specializing in wealth management, corporate and investment banking, and treasury services. The bank serves high-net-worth individuals, businesses, and institutions, offering tailored financial solutions to drive growth and stability.

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Alteryx to Dataiku Migration Enables Cost & Efficiency Gains for a Leading Bank

The Challenge

The Solution

The Outcome

Accelerate your Dataiku migration with Infocepts—seamless, scalable, and AI-ready. Let’s talk!

About the Client

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