Snowflake / snowflake.com
AI capabilities built into Snowflake Data Cloud allowing LLM SQL functions, document intelligence, and natural language data queries directly on data without movement.
Free plan
No
API access
Yes
Open source
No
Platforms
4
Snowflake Cortex AI brings LLM capabilities directly into the Snowflake data warehouse. SQL functions like SENTIMENT, SUMMARIZE, and COMPLETE apply LLM analysis to text columns using familiar SQL syntax without extracting data. Cortex Analyst provides natural language interface for business analysts to ask data questions with SQL-backed answers. Snowflake's Arctic LLM is available within Cortex at competitive token pricing. For organisations with data in Snowflake, Cortex keeps AI analysis within existing data governance and security boundaries.
Snowflake Cortex AI runs as ml platform software built around text and data workflows. Users typically start with a prompt, upload, or connected data source, and the underlying model handles the heavy lifting before returning a result you can refine or export. It's available on web, sql, and python, with API access for teams that want to embed it into their own products.
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The capabilities that matter most for teams evaluating Snowflake Cortex AI.
SQL functions applying LLM analysis to text data directly without data movement.
Extracts structured information from PDFs stored in Snowflake into queryable fields.
Natural language interface for Snowflake data allowing plain English questions with SQL-backed answers.
Consumption-based within Snowflake. Requires existing Snowflake account. Free trial credits available.
Model
Usage-based
Starting price
Free
Free trial
Yes
Databricks AI competes for data lakehouse workloads. BigQuery ML provides AI within Google's warehouse. Azure Synapse provides similar capabilities in Azure.
A side-by-side look at the closest alternative in this category.
Snowflake Cortex AI
Snowflake
LlamaIndex
LlamaIndex
Key facts about model providers, platforms, and team support.
Model Provider
Snowflake, Mistral, Meta
Models
Arctic, Llama, Mistral
Platforms
Web, SQL, Python, API
Deployment
SaaS
Integrations
Snowflake ecosystem, dbt, Sigma, Tableau, Power BI, Python, REST API
Team Collaboration
Yes
Launch Year
2023
Compliance signals and data-handling notes as reported by the vendor.
Snowflake enterprise security: SOC 2 Type II, ISO 27001, HIPAA, FedRAMP, GDPR. Data stays within Snowflake's governance framework.
Cortex AI processes data within Snowflake's security boundary. Built-in functions do not move data to external AI systems.
Editorial Verdict
Snowflake Cortex AI is the natural choice for organisations with data in Snowflake wanting AI analysis within existing data governance.
Last verified July 24, 2026.
Krishnan Srinivasan
Krishnan Srinivasan
Adrián González Sánchez, Jaime De Mora, Jorge García Ximénez
Bitforge Tech
Consumption-based within Snowflake. Requires existing Snowflake account. Free trial credits available.
LlamaIndex framework is open source and free. LlamaCloud (managed service) has usage-based pricing. Enterprise support available.
Snowflake enterprise security: SOC 2 Type II, ISO 27001, HIPAA, FedRAMP, GDPR. Data stays within Snowflake's governance framework.
Open source LlamaIndex: data stays within your infrastructure. LlamaCloud: review LlamaIndex's data handling policy. Enterprise includes data processing agreements.
Cortex AI processes data within Snowflake's security boundary. Built-in functions do not move data to external AI systems.
Self-hosted LlamaIndex provides full data control. LlamaCloud processes data on LlamaIndex's infrastructure. Review privacy policy for cloud deployments with sensitive data.
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