ARIF Analytics vs Seek AI

ARIF Analytics has no write-up on Specifiction yet; its figures are above.

Seek AI is an agentic platform for asking questions about business data in plain language and receiving answers and insights. Its Dialogue, Semantic Parsing, and Explanation agents interpret questions, generate database queries, and summarize results. Seek is offered as a Snowflake Native App, a managed service, and embedded AI powered by Seek. Listed warehouse integrations include Snowflake, BigQuery, Redshift, Databricks, and Azure SQL Server and Synapse; the company also lists SQL Server, dbt, and Slack. The SEEKER-1 natural-language-to-SQL engine is available through a web app, Slack integration, and API, which can be connected to other software. Seek Native runs within Snowflake’s managed environment, where Seek says data need not be moved or made accessible to app providers. The product overview includes an analyst-in-the-loop review guardrail. Seek says it received a clean SOC 2 Type II attestation report.