Comparison
DataStruct AI vs Hebbia
Hebbia is known for a matrix-style interface used in private equity and hedge fund research. DataStruct AI is built for compliance evidence review across industries: requirements run over your documents, each finding cited to its source, and a reviewer decision recorded.
Where each is stronger
Where Hebbia is stronger
- Strong financial services adoption (private equity, hedge funds)
- Matrix-style query interface popular with research analysts
- Significant funding for engineering and sales
Where DataStruct AI is stronger
- 11 industry configurations
- Self-serve GDPR data export and account deletion
- A REST API authenticated by API key
- Citation validation and a verification pass on generated answers
- Customisable extraction templates
Which to choose
Choose Hebbia when
- You're a large hedge fund or PE firm with financial-services-only workflows
- Your team specifically needs the matrix query interface
Choose DataStruct AI when
- You need document AI beyond financial services
- You want self-serve GDPR data export and account deletion
- You want a REST API with API keys for your own integrations
- You want customisable extraction templates across multiple verticals
Feature by feature
Side by side
| Feature | DataStruct AI | Hebbia |
|---|---|---|
| Industry domain packs | Yes | 1-2 (finance) |
| Multi-tenant architecture | Yes | Not known |
| Custom extraction templates | Yes | Not known |
| Custom rule packs | Yes | Not known |
| REST API with API keys | 100+ endpoints | Not known |
| SSO / OAuth | Roadmap | Not known |
| RBAC with granular permissions | Yes | Not known |
| Mobile-responsive UI | Yes | Not known |
| Feature | DataStruct AI | Hebbia |
|---|---|---|
| Citation validation | Yes | Not known |
| Verification pass on AI outputs | Yes | Not known |
| Hierarchical hybrid search | Yes | Not known |
| Claim-level evidence adjudication | YesFounding Customer workspaces | Not known |
| Multi-document search and extraction | Yes | Not known |
| Feature | DataStruct AI | Hebbia |
|---|---|---|
| GDPR data export (self-serve) | YesErasure on request | Not known |
| Encryption at rest (platform-provided) | Yes | Not known |
| Audit log on sensitive actions | Yes | Yes |
| Cookie consent banner | Yes | Not known |
| DPA template available | Yes | Not known |
| Incident response plan documented | Yes | Not known |
| Feature | DataStruct AI | Hebbia |
|---|---|---|
| Tailored onboarding + training | Yes | Not known |
| Sample documents loaded for your industry | Yes | Not known |
| Direct support from the founding team | Yes | Not known |
What we say about Hebbia is drawn from its public materials and may have changed since this page was written. “Not known” means we could not confirm it either way. If anything here is wrong, tell us and we will correct it.
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