Myriade vs Metabase
Metabase got you started. But your data has outgrown it.
Metabase is excellent open-source BI for early-stage companies. But as you scale (more tables, more teams, more questions) you hit the wall: no documentation layer, no data quality, no governance. Numbers on dashboards start contradicting each other. Myriade picks up where Metabase stops.
Data understanding
Myriade goes far beyond your metadata.
Metabase 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 Metabase 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 startup data scaling wall
When you had 10 tables and 5 people, Metabase was perfect. Now you have 200+ tables, 15 teams asking questions, and nobody knows what half the columns mean. Dashboards built by different people show different numbers for the same metric. Your CTO is spending engineering time answering data questions instead of building product.
No documentation layer: Metabase visualizes data but doesn't explain what it means. It recently introduced Data Studio for basic semantic layer curation and metadata annotation, but there is no automated documentation of your underlying warehouse data. As complexity grows, tribal knowledge remains the only real documentation.
Contradictory dashboards: Different team members build dashboards with different logic. Same question, different numbers. Nobody knows which one is right.
No data quality: Metabase doesn't detect duplicates, anomalies, or stale data. Data quality features are on the roadmap but not yet available. Wrong numbers silently reach decision-makers.
Self-service ceiling: Metabase now offers Metabot (AI assistant) for natural language queries, but it works best on simple, well-modeled data. For complex questions or messy schemas, non-technical users still depend on SQL-literate colleagues or pre-built dashboards.
Feature comparison
Myriade
90% auto-generated: profiling, sampling, cross-table analysis
Basic metadata annotation via Data Studio (March 2026). No automated documentation of warehouse data.
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 scaling companies choose Myriade over Metabase
Why teams choose Myriade
The documentation layer Metabase never had
Myriade auto-documents your growing data estate: statistical profiling, data sampling, cross-table analysis. 90% documented in 72h. No more tribal knowledge as your only source of truth.
One number, one truth
Myriade builds a documented, quality-checked foundation that ensures consistent answers. When the CFO and the VP of Sales ask about revenue, they get the same number, with transparent reasoning behind it.
Free your engineering team
Business teams ask questions in natural language and get trustworthy answers. Your engineers stop being the data help desk and go back to building product. Analysts at Jules save 5-10 hours per week.
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
Discover Myriade's capabilities
Your data has outgrown Metabase. Time to level up.
Add the documentation, quality, and governance layer your growing company needs, deployed in 72h.
TRUSTED BY DATA TEAMS AT
