Exploring AI Opportunities in BI with Dataiku
The AI Buzz in BI and Data Analytics
These days, it feels like you can’t go anywhere in the world of IT (and not just IT) without bumping into AI. Just like that, AI is finding its way into BI and data analytics as well. Like many others, we at Abylon have been diving into how AI can elevate our work—and today, we’d like to shine a spotlight on one particularly interesting platform: Dataiku.
Dataiku: Bridging BI and AI
Dataiku (a leader in Gartner’s Magic Quadrant for Data Science & ML Platforms) is a robust platform that helps teams collaborate on data science, machine learning, and AI projects.
Think of it as a one-stop shop for all things data, from wrangling raw datasets to building machine learning models and deploying them into production. It supports a wide range of users, from seasoned data scientists coding in Python to business analysts working through visual tools. With features like automated machine learning (AutoML), data pipelines, and a collaborative workspace, Dataiku bridges the gap between creativity and functionality in AI projects.
Abylon + Dataiku: Is it a Good Match?
At Abylon, we’ve spent significant time exploring Dataiku and its capabilities, and we’re excited about what it can bring to the table. Our client’s BI and data projects often involve complex workflows, diverse data sources, and the need for actionable insights—making Dataiku a promising fit.
To ensure we’re ready to make the most of this platform, several members of our BI team have already completed certifications, and we’re actively building a growing pool of certified BI developers who know their way around Dataiku. While we’re still in the early stages of this journey, we see significant potential in integrating Dataiku into our projects to add even more value for our clients.
Professional Insights: A Developer’s Perspective
Now, let’s hear one of our BI developers’ thought on Dataiku:
“Based on my personal experience, Dataiku is a fantastic tool for any enterprise looking for a tool to open the door for the rich data asset they are holding. Whether you are looking for a platform to democratize your data while keeping entitlement and security the primary driver, or segregate the data your employees can access and work with, you will be satisfied with the tool’s offerings.
While adapting to the tool is relatively easy, it offers many advanced features to unlock as you gain more experience and realize its true power. From the role of analyst without a technical background to the highly skilled data magicians, you will be able to efficiently build your next-generation data pipelines and analysis.
What I like the most is how the tool helps you to automatically discover data types, and meanings and worth to mention the smart recommendations built into the tool regarding data manipulation, cleaning, standardization, and many more. The UI is well-built, intuitive and once you master one specific window and their options, you’ll meet the same consistently in the other windows as well.”
Let’s Chat About AI and BI
Curious about how AI and ML could make an impact on your BI and data analytics projects? Or want to learn more about what Dataiku can do? We’d love to hear from you. Get in touch, and let’s explore the possibilities together—no buzzwords, just meaningful conversations (and maybe a coffee or two).
