Myriade vs Databricks AI/BI (Genie / Lakeview)
Databricks is powerful for engineers. But your business teams need a simpler path to answers.
Databricks AI/BI (Genie) brings self-service capabilities to the Lakehouse, but it requires a well-structured Unity Catalog. Myriade delivers reliable AI to business teams in 72h, on your existing stack, with no architecture overhaul.
Data understanding
Myriade goes far beyond your metadata.
Databricks 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 Databricks 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 promise vs reality of Databricks AI/BI
Databricks is an extraordinary tool for data engineers. But its Lakehouse approach and AI tools (Genie, Lakeview) remain too technical for business users. The promised self-service requires a well-structured architecture that few companies have, and Genie doesn't solve the fundamental problem: it doesn't understand what your data actually means.
Adoption complexity: Genie requires a well-structured Lakehouse and Unity Catalog. Most enterprise data doesn't meet these prerequisites.
No data understanding: like other warehouse-native AI, Genie queries raw data without building understanding first. Hallucination risks remain.
Steep learning curve: business teams can't use Databricks autonomously. IT remains the bottleneck for every question.
Unpredictable DBU costs: every AI query consumes Databricks Units. Costs spike unpredictably with adoption.
Feature comparison
Myriade
Natural language, zero technical skills needed
Databricks AI/BI (Genie / Lakeview)
Genie offers NLQ on Unity Catalog data. Improving rapidly but still requires a well-structured Lakehouse and proper catalog setup.
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 choose Myriade over Databricks AI/BI
Why teams choose Myriade
Real self-service for real business users
Store managers, product leads, and marketing teams ask questions in plain language and get trustworthy answers. No need to understand the Lakehouse, SQL, or data schemas.
No architecture overhaul required
Myriade plugs into your existing stack in 72h. No need to migrate to a Lakehouse to benefit from AI analytics. Works on messy, undocumented enterprise data.
Transparent, verifiable AI
Every answer shows the reasoning and SQL behind it. When Myriade encounters uncertainty, it pauses and asks instead of confidently returning the wrong number.
Testimonials
Trusted 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
“I appreciate Myriade for its semantic ‘magic’, which understands our tables and handles complex joins.”
Solvita Jancevska
Data Steward
“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
“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
Customer Success Manager @ Ekip
“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
Customer Success Manager @ Ekip
Frequently Asked Questions
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AI for your business teams, without Lakehouse complexity.
Deliver reliable natural language self-service to your entire organization in 72h.
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