Cognosys vs Hebbia
A side-by-side comparison of capabilities, autonomy, integrations, and pricing to help you choose.
Short answer: choose Cognosys if you want goal-driven web ai agent that ran research and automation tasks (now deprecated) (Supervised agent, freemium); choose Hebbia if you want enterprise ai research agent for finance and legal document analysis (matrix) (Supervised agent, enterprise).
| Cognosys | Hebbia | |
|---|---|---|
| What it is | Goal-driven web AI agent that ran research and automation tasks (now deprecated) | Enterprise AI research agent for finance and legal document analysis (Matrix) |
| Type | agent | product-with-agents |
| Autonomy | Supervised agent | Supervised agent |
| Pricing | freemium · Free; Pro $15/mo, Ultimate $59/mo (historical, pre-sunset) | enterprise |
| Best for | consumers, smb, developers | enterprise |
| Deployment | saas | saas, api |
| Modalities | text, browser, email | text, api |
| Models | model-agnostic | model-agnostic, gpt, claude, gemini |
| Protocols | function-calling | mcp, rest-api |
| Integrations | Notion, Gmail | S&P Capital IQ, FactSet, PitchBook, SharePoint, Box, Snowflake |
| Capabilities | 5 documented | 4 documented |
Cognosys
- +No-code way to delegate multi-step web research and automation tasks
- +Useful scheduled briefings and lead-enrichment-to-Notion workflows
- +Backed early: ~$2M seed led by GV with notable angel investors
- -Deprecated: rebranded to Ottogrid, acquired by Cohere, standalone product sunset
- -No longer available; cognosys.ai no longer serves the product
Hebbia
- +Processes full document sets across premium financial data with step-by-step linked citations, addressing the trust gap in regulated work
- +Model-agnostic with task-based routing, including vision models for charts and slides
- +Strong enterprise traction with demanding named customers
- -Fully opaque, expensive, sales-led pricing that excludes smaller firms
- -Vendor-reported impact and accuracy metrics are not independently audited
Which should you choose?
Cognosys is goal-driven web ai agent that ran research and automation tasks (now deprecated), best for consumers, smb, developers. Hebbia is enterprise ai research agent for finance and legal document analysis (matrix), best for enterprise. The right choice depends on the autonomy level you want, your existing integrations, and your budget, all compared above.