Myriade vs Dataiku
You don't need a data science platform. You need your team to trust the numbers.
Dataiku is built for data scientists building ML pipelines. But your real problem isn't machine learning. It's that business teams can't access reliable data without filing tickets. Myriade makes everyday analytics trustworthy and accessible, without the data science overhead.
Data understanding
Myriade goes far beyond your metadata.
Dataiku works from metadata and pre-built configurations. Myriade connects to your warehouse and reverse-engineers a context layer covering every table and column — roughly 90% generated autonomously. The remaining 10% are genuine ambiguities that Myriade surfaces for your team to confirm.
What Dataiku sees
Column names
Schema metadata
Query history
Basic descriptions
What Myriade sees
Actual data values and samples
Statistical distributions (min/max, anomalies)
Cross-table relationships and joins
Data quality issues (duplicates, inconsistencies)
Business context inferred from data behavior
Column meaning verified against actual values
The wrong tool for the most common problem
Your CDO bought Dataiku to 'democratize data.' But Dataiku is a data science platform, built for ML workflows, feature engineering, and model deployment. Meanwhile, 90% of your data needs are basic: 'What's our revenue by region?', 'Which products are trending?', 'Why did this KPI drop?' Dataiku is a Swiss Army tank for a problem that needs a sharp, focused tool.
Data science skills required: Dataiku's visual interface helps, but building reliable flows still requires technical expertise. Business teams can't use it autonomously.
Heavy and expensive: enterprise licenses, long implementation, training programs. Most of the platform's ML capabilities go unused.
Not built for messy data: Dataiku assumes clean, structured inputs for its pipelines. Your messy, undocumented enterprise data needs understanding first.
Self-service is an afterthought: Dataiku focuses on ML model building. The ad-hoc analytics question from a marketing director isn't its primary use case.
Feature comparison
Myriade
Self-service analytics on everyday business questions
ML pipeline building and model deployment
An AI layer that gets smarter every night
Nightly memory cycle
Every conversation across your org is reviewed nightly. Corrections and clarifications become permanent knowledge for all users.
Org & user instructions
Define business rules that apply to everyone, or context specific to a team. The AI adapts without warehouse changes.
Self-improving context
The platform in month six is meaningfully more accurate than month one. Every interaction deepens the foundation.
Why CDOs choose Myriade over Dataiku
Why teams choose Myriade
Built for the 90% of data needs that aren't ML
Most data questions are analytical, not predictive. 'What happened?', 'Why?', 'What should we focus on?' Myriade answers these questions reliably in natural language, without requiring a data science degree.
Works on your data as it is
Myriade was built for messy enterprise reality. It achieves ~80% accuracy on raw, undocumented data by reverse-engineering your warehouse through statistical profiling, sampling, and cross-table analysis. No data preparation required.
Real self-service for real business teams
Operations directors, product leads, marketing managers: anyone can ask a question and get a trustworthy answer. No training programs, no visual flow builders, no technical overhead. Deployed in 72h.
Testimonials
Loved by both data and business teams.
“We documented over 150 tables in less than a week with Myriade. 90% of the data was validated automatically.”
Jean-François Jouannais
Head of Data & AI Product @ Jules
“I appreciate Myriade for its semantic ‘magic’, which understands our tables and handles complex joins.”
Solvita Jancevska
Data Steward @ Recommerce
“Myriade helps me daily to optimize my queries, better understand business needs, and find information faster.”
Marius Saka
Lead Data Analytics @ Jules
“I was impressed pretty quickly because I don’t have a data background, and Myriade lets me do things I simply couldn’t do otherwise.”
Allan Lemoine
Head of Logistics @ Jules
“Myriade is the dream tool for anyone who wants to speed up decision-making. You analyze incredibly fast and dig deeper into results through conversation.”
Yohan Talik
Head of Performance @ Jules
“It’s like an automatic gearbox. Once you’ve tried it, you never want to go back.”
Fares Daoud
Tech Lead Data & AI @ Jules
“We documented over 150 tables in less than a week with Myriade. 90% of the data was validated automatically.”
Jean-François Jouannais
Head of Data & AI Product @ Jules
“I appreciate Myriade for its semantic ‘magic’, which understands our tables and handles complex joins.”
Solvita Jancevska
Data Steward @ Recommerce
“Myriade helps me daily to optimize my queries, better understand business needs, and find information faster.”
Marius Saka
Lead Data Analytics @ Jules
“I was impressed pretty quickly because I don’t have a data background, and Myriade lets me do things I simply couldn’t do otherwise.”
Allan Lemoine
Head of Logistics @ Jules
“Myriade is the dream tool for anyone who wants to speed up decision-making. You analyze incredibly fast and dig deeper into results through conversation.”
Yohan Talik
Head of Performance @ Jules
“It’s like an automatic gearbox. Once you’ve tried it, you never want to go back.”
Fares Daoud
Tech Lead Data & AI @ Jules
“Myriade sees far ahead. In two months, we had an intelligence engine to analyze our data. It’s a magic wand for business teams.”
Moez Hamad
Chief Data Officer @ Jules
“Conclusive results and great internal adoption. Kudos for the product and what it delivers.”
Pierre-Antoine Roinat
CEO & Co-founder @ Recommerce
“With Myriade I can work 5 to 6 times faster than if I was trying to find things myself.”
Valentin Poulet
Head of Merchant Partnerships @ Ekip
“It’s ChatGPT for our data. Whenever I need information, instead of digging around, I ask Myriade and get my answer in 2 minutes.”
Angèle Miard
Customer Success Manager @ Ekip
“It’s like having a pocket data analyst. It runs incredibly precise analyses, spots bugs, and finds things that would have taken me hours to find on my own.”
Sandrine Eklou
Chief Operational Officer @ Ekip
“Myriade sees far ahead. In two months, we had an intelligence engine to analyze our data. It’s a magic wand for business teams.”
Moez Hamad
Chief Data Officer @ Jules
“Conclusive results and great internal adoption. Kudos for the product and what it delivers.”
Pierre-Antoine Roinat
CEO & Co-founder @ Recommerce
“With Myriade I can work 5 to 6 times faster than if I was trying to find things myself.”
Valentin Poulet
Head of Merchant Partnerships @ Ekip
“It’s ChatGPT for our data. Whenever I need information, instead of digging around, I ask Myriade and get my answer in 2 minutes.”
Angèle Miard
Customer Success Manager @ Ekip
“It’s like having a pocket data analyst. It runs incredibly precise analyses, spots bugs, and finds things that would have taken me hours to find on my own.”
Sandrine Eklou
Chief Operational Officer @ Ekip
Frequently Asked Questions
Discover Myriade's capabilities
Your business teams need answers, not ML pipelines.
Deliver reliable self-service analytics to your entire organization in 72h, no data science skills required.
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