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Snowflake AI only works on Snowflake. What about the rest of your data?

Snowflake Cortex locks you into a single warehouse. Myriade deploys a warehouse-native AI layer that works on Snowflake, BigQuery, Databricks, and Redshift, with no data movement.

The Snowflake-native AI trap

Snowflake Cortex and Intelligence promise integrated AI. But every AI query consumes additional credits, the intelligence built is non-portable, and, critically, Cortex doesn't understand your data either. It's another LLM plugged into raw data, hoping for the best.

Unpredictable credit costs: every Cortex function (LLM, embeddings, search) consumes compute credits with no clear cap. Costs spike as adoption grows.

No data understanding: Cortex queries raw data without documenting or understanding it first. Same hallucination risks as any other raw Text-to-SQL.

Single-warehouse AI: Cortex can't query your data in BigQuery, Databricks, or other sources. Your view remains fragmented.

Reinforced vendor lock-in: the more intelligence you build in Cortex, the more costly and complex migration becomes.

Myriade vs Snowflake Cortex / Snowflake Intelligence

Feature
Myriade
Snowflake Cortex / Snowflake Intelligence
Multi-warehouse
Snowflake + BigQuery + Databricks + Redshift simultaneously
Snowflake only
Data understanding
AI auto-documents your data before querying: profiling, sampling, cross-table analysis
No autonomous documentation, relies on manual setup
AI reliability
~80% accuracy on raw data. Shows reasoning, pauses when uncertain.
LLM on raw data, no transparency on reasoning
Portability
Portable intelligence, zero data movement
Intelligence trapped in Snowflake
Costs
Fixed platform fee, predictable budget
Every Cortex query = credits consumed
Self-service
Natural language across all sources, accessible to business users
Cortex Analyst limited to Snowflake, requires technical setup

Why choose Myriade over Snowflake Cortex

Why teams choose Myriade

AI that understands before it answers

Myriade reverse-engineers your data through statistical profiling, sampling, and cross-table analysis before generating any answer. Cortex skips this step and queries raw data directly.

Truly multi-source intelligence

Query Snowflake, BigQuery, and your other warehouses simultaneously. One question, all your data, not just what's in one platform.

Migration freedom

Your documentation and intelligence aren't tied to Snowflake. Add or switch a warehouse without rebuilding your understanding layer.

Frequently Asked Questions

Yes, natively. Myriade connects to Snowflake with read-only access. The difference: it also works with your other sources, and it builds data understanding that Cortex doesn't.

AI on all your data, not just Snowflake.

Deploy reliable AI analytics across your entire data stack, with a free warehouse audit that typically finds 27-40% in savings.