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759 reviews tracked

The Bottom Line

Entry price

Free plan available, paid tiers above

Biggest pro

Supports major data warehouses out of the box: Snowflake, BigQuery, Redshift, Databricks, and Azure Synapse.

Biggest con

Pricing is fully enterprise, negotiated through IBM sales after the acquisition, making it inaccessible for small teams or individual analysts.

TL;DR - Seek AI

  • Natural-language interface converts plain-English questions into SQL, letting non-technical users query data warehouses without writing code.
  • Proprietary SEEKER-1 model achieves over 90% accuracy on the Yale Spider benchmark and improves through reinforcement learning on each customer's schema.
  • Acquired by IBM in June 2025 and integrated into the watsonx AI ecosystem, giving it enterprise distribution and IBM's infrastructure backing.
Pricing: Free plan available
Best for: Growing teams
4.5/5 across review platforms

What is Seek AI?

Editorial review
Seek AI is a natural-language data analytics platform founded in 2021 by CEO Sarah Nagy in New York City. It lets business users query enterprise databases by typing plain-English questions, which the platform converts into optimized SQL via its proprietary SEEKER-1 model. No coding is required, so analysts, ops managers, and executives can get answers directly from Snowflake, BigQuery, Redshift, Databricks, and Azure without waiting on a data engineer. The platform runs a multi-agent architecture that maps questions to a customer's specific database schema, applies reinforcement learning to improve accuracy over time, and delivers results with context. Users can interact through a web interface or through Slack and Microsoft Teams. The system achieved over 90% accuracy on Yale's Spider SQL benchmark, placing first on the leaderboard. It is SOC 2 Type I compliant and supports role-based access controls for enterprise governance. In June 2025, IBM acquired Seek AI to deepen its watsonx data intelligence offering and integrate the technology into the Watsonx AI Labs accelerator in Manhattan. The acquisition confirmed Seek's position as a serious enterprise-grade tool rather than a consumer experiment. Pricing is enterprise-only and negotiated through IBM's sales channels following the acquisition.

Pros & Cons

Pros

  • Supports major data warehouses out of the box: Snowflake, BigQuery, Redshift, Databricks, and Azure Synapse.
  • Slack and Microsoft Teams integration lets users pull data insights without leaving their existing workflow.
  • SEEKER-1 model self-improves per customer schema, reducing hallucinations and wrong SQL over time through in-context learning.
  • SOC 2 Type I compliance and granular user-group permissions make it viable for regulated industries and enterprise security reviews.

Cons

  • Pricing is fully enterprise, negotiated through IBM sales after the acquisition, making it inaccessible for small teams or individual analysts.
  • The IBM integration is still maturing, so roadmap visibility and standalone product continuity carry short-term uncertainty for prospective buyers.
  • Accuracy above 90% still leaves a meaningful error rate on complex multi-join queries, which means results need verification before feeding into high-stakes decisions.

Ratings Across the Web

4.5(759 reviews)

Ratings aggregated from independent review platforms. Learn more

Pricing

Freemium

Seek AI offers a generous free tier with optional paid upgrades for advanced features.

View pricing

Reviews

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4.5/5

Across 759 verified user reviews on G2

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Seek AI FAQ

Which teams would benefit most from Seek AI?

Seek AI is designed for teams engaged in AI research, as well as those developing or utilizing AI assistants and AI agents. Its capabilities align with the needs of professionals working in these specialized AI domains.

How does Seek AI compare to Perplexity AI?

Seek AI and Perplexity AI both operate in the AI space, but Seek AI focuses on specific applications like AI assistants, AI agents, and AI research. Perplexity AI is known for its conversational answer engine capabilities.

Does Seek AI include a free tier?

Yes, Seek AI offers a free tier for users to get started. For those requiring more extensive usage or advanced features, paid plans are available.

What kind of research can Seek AI facilitate?

Seek AI can facilitate AI research, supporting users in exploring and developing within the field of artificial intelligence. It is categorized as an AI Research tool, indicating its utility in this area.

Can Seek AI be used for developing AI agents?

Yes, Seek AI is categorized as a tool for AI Agents, indicating its utility in the development or management of such systems. It supports workflows related to creating and deploying AI-driven agents.

How does Seek AI support the creation of AI assistants?

Seek AI is classified under AI Assistants, suggesting it provides functionalities relevant to building or enhancing AI-powered assistants. It serves as a software tool in this specific application area.

Source: seek.ai

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