Myriade vs Collibra / Alation
Your data catalog is empty. That's not your team's fault.
Collibra requires months of implementation and significant manual effort. Alation's recent Agentic Platform improves automation, but both remain governance-first tools. Myriade documents 90% of your data automatically in 72h and makes it actionable.
Data understanding
Myriade goes far beyond your metadata.
Collibra 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 Collibra 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 Data Catalog Graveyard
You invested six figures in an Enterprise Data Catalog. Deployment took 6 months. Today, nobody updates it because documentation is tedious manual work. Business teams ignore it and keep asking questions on Slack. The catalog became shelf-ware within weeks of launch.
Lengthy adoption cycle: 6 to 12 months before full organizational adoption. Initial pilots can show value faster, but rolling out governance across business units is a long-term project — and your data stays undocumented in the meantime.
Mostly manual documentation: Even with Collibra's recent AI writing assistant, the bulk of the documentation work — defining business context, mapping ownership, validating rules — still falls on your team. And what gets documented goes stale within weeks if nobody maintains it.
Zero adoption: Business teams don't browse catalogs. They want answers to their questions, not a search interface for metadata.
High total cost of ownership: License fees starting at ~$170k/year, plus implementation services, dedicated admin staff, and ongoing maintenance. The catalog is boring, and everyone knows it.
Feature comparison
Myriade
AI reverse-engineers your data: statistical profiling, sampling, cross-table analysis. 90% auto-generated.
Primarily manual, with recent AI assistants that help draft descriptions — but business context, ownership, and validation still require human effort.
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 Teams Choose Myriade
Why teams choose Myriade
AI documentation in 72h, not months of adoption
Myriade works like an intelligent documentalist. It analyzes statistical profiles, data samples, cross-table relationships, and existing metadata to auto-generate 90% of your documentation. Your engineers validate instead of writing. Jules documented 150+ tables in under one week.
Free your data team from tedious work
Data teams are trapped in reactive mode, firefighting requests instead of building infrastructure. Myriade handles the documentation burden so your team can focus on architecture and value.
From passive catalog to trusted self-service
Business directors access data in natural language. No more JIRA tickets or Slack messages. The data team stays in control but is no longer the bottleneck for every ad-hoc request.
“With Myriade, we moved from being data crunchers to decision-makers. The idea is to instantly generate a first analysis with charts and recommendations, so we can spend most of our time on action plans.”
Jean-François Jouannais
Head of Data & AI Product, Jules
Frequently Asked Questions
End the tedious work. Document your data in 72h.
Discover how Jules documented 150+ tables in under a week, with 90% validated automatically.
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