Fabi.ai vs Seek AI
A side-by-side comparison of capabilities, autonomy, integrations, and pricing to help you choose.
Short answer: choose Fabi.ai if you want ai-native data analytics platform with agentic notebooks (Supervised agent, subscription); choose Seek AI if you want natural-language-to-sql analytics platform (acquired by ibm in 2025) (Copilot, enterprise).
| Fabi.ai | Seek AI | |
|---|---|---|
| What it is | AI-native data analytics platform with agentic notebooks | Natural-language-to-SQL analytics platform (acquired by IBM in 2025) |
| Type | platform | platform |
| Autonomy | Supervised agent | Copilot |
| Pricing | subscription · ~$39/mo per seat | enterprise |
| Best for | smb, mid-market, developers | enterprise |
| Deployment | saas | saas, api |
| Modalities | text, code | text, code |
| Models | model-agnostic | proprietary |
| Protocols | mcp, rest-api | rest-api |
| Integrations | Snowflake, BigQuery, Amazon Redshift, PostgreSQL, Databricks, Stripe | Snowflake, BigQuery, Slack, IBM watsonx |
| Capabilities | 4 documented | 4 documented |
Fabi.ai
- +Broad native connectors across major warehouses and SaaS apps
- +Flexible workflow: SQL, Python, and no-code in one AI notebook instead of one fixed paradigm
- +Ships an MCP server, making the analyst embeddable in other LLM and chat tools
- -Small early-stage team, so roadmap depth, support, and longevity carry more risk than incumbents
- -Underlying model(s) are not disclosed and there are no published accuracy benchmarks
Seek AI
- +Lowered the barrier to data access for non-technical users via natural language
- +Domain-specific tuning aimed at accuracy on a company's own schema and terminology
- +Strong validation: notable investors and ultimately an IBM acquisition
- -No longer an independent product; capabilities are being absorbed into IBM watsonx
- -Limited public transparency on models, exact connectors, and accuracy benchmarks
Which should you choose?
Fabi.ai is ai-native data analytics platform with agentic notebooks, best for smb, mid-market, developers. Seek AI is natural-language-to-sql analytics platform (acquired by ibm in 2025), best for enterprise. The right choice depends on the autonomy level you want, your existing integrations, and your budget, all compared above.