Myriade vs Snowflake Cortex
Cortex requires your data to be AI-ready.
Myriade makes your data AI-ready.
Cortex Analyst requires curated semantic views before it can answer a single question. Myriade connects to your data warehouse, relational database, or any supported source and builds a detailed understanding of every table, every column, every relationship, so AI works on your data as it actually is.
Data understanding
Myriade goes far beyond
your metadata.
Snowflake's Semantic View Autopilot, released in early 2026, can generate semantic views by analyzing query history, table metadata, and BI assets like Tableau workbooks. It's a step forward from fully manual YAML authoring. But it works from metadata and usage patterns, not from the data itself.
Myriade takes a different approach. It connects to your warehouse and reverse-engineers a context layer covering every table and column, with roughly 90% generated autonomously. The remaining 10% are genuine ambiguities that Myriade surfaces for your team to confirm, rather than guessing.
This is the difference between an AI that infers what cstmr_lt probably means from the column name and an AI that has examined the values, distributions, and relationships to know exactly what it contains.
What Cortex sees
What Myriade analyzesScope
Cortex agents see the tables you curate.
Myriade sees your entire warehouse.
Cortex Analyst only queries tables that have been mapped into a semantic view. Snowflake's own best practices recommend starting with 3 to 5 tables and 10 to 20 columns per view. If a table isn't in a view, Cortex doesn't know it exists.
Myriade works warehouse-wide from day one. Every table is visible. Joins are inferred automatically from the context layer. If a business user asks a question that requires combining customer data with product data with logistics data, Myriade can traverse those tables without anyone having pre-defined the path.
Cortex AnalystMyriadeContinuous learning
An AI layer that gets smarter every night, across every user, without you maintaining a thing.
Both tools support conversational, multi-turn analysis. Myriade goes further in three ways.
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.
Costs & incentives
Snowflake profits from your compute.
Myriade reduces it.
Running Claude Opus through Snowflake Cortex costs roughly 7x the direct API price. Every Cortex message costs credits, and the SQL it generates runs on your warehouse compute. Snowflake's revenue model is consumption-based: an AI layer that generates SQL is, by design, a compute consumption engine with no incentive to make your queries more efficient.
Myriade's incentives run the opposite direction. A flat per-user token allowance makes it 2 to 3x cheaper than Snowflake's AI pricing. And Myriade's FinOps Agent actively audits your warehouse spending, with customers consistently finding 27-40% in compute savings. Myriade is built to reduce your infrastructure costs, not profit from them.
CortexMyriadeMarkup vs. direct API pricing (benchmarked on Claude Opus)
CortexMore AI queries = more Snowflake revenue. No incentive to optimize.
∞MyriadeFinOps Agent actively reduces your warehouse compute.
-27-40%Multi-source & portability
The more you use Cortex,
the harder it is to leave Snowflake.
Cortex Analyst, Cortex Agents, and Snowflake Intelligence all operate within the Snowflake perimeter. If you have data in BigQuery, Databricks, Redshift, PostgreSQL, Oracle, or MongoDB, Cortex simply cannot see it.
Myriade connects to all of these simultaneously. One question can traverse tables across Snowflake and PostgreSQL, or BigQuery and MongoDB, without moving data between platforms. And your intelligence is portable: if you migrate or add a second warehouse, the documentation, context, and business rules Myriade has learned come with you.
Cortex can queryMyriade can query
Currently supports up to 3 simultaneous connections.*
Feature comparison
MyriadeCortexTestimonials
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
AI on all your data, not just the tables someone remembered to curate.
Start with a risk-free warehouse audit that typically finds 27-40% in compute savings. Then see what happens when AI can actually understand your data.
TRUSTED BY DATA TEAMS AT
