| Statutory registries | Legal facts | They rarely explain commercial relevance, founder-approved positioning, current traction, or public/private disclosure boundaries. | HubbleField sits beside registry checks with a current public profile that is founder-supplied, structured, and reviewed before discovery use. |
| Broad private-market databases | Market coverage | Coverage, freshness, field definitions, opt-in state, and source permission still need review. | HubbleField is not positioned as the widest database. It adds a public profile layer where founders provide current context for humans and agents. |
| Risk and monitoring datasets | Change monitoring | Monitoring signals can explain what changed, but they do not replace diligence or founder confirmation. | HubbleField keeps profile freshness visible so a researcher can see when public facts were last confirmed or need review. |
| Founder-supplied public profiles | Approved public context | A public profile should not include private diligence files, confidential documents, cap tables, customer lists, or non-public investor data. | This is HubbleField's main role: founder-supplied, approval-gated, agent-readable company profiles designed for public-safe discovery. |
| HTTP APIs | Internal tools | An API contract should expose only the authorised field tier and should not imply access to gated diligence. | HubbleField's API surface is for structured public profile retrieval and permission-aware workflows, not private document access. |
| MCP access | AI-agent retrieval | Agent access still needs authentication, source citation, non-PII event tracking, and the same disclosure boundary as the web and API surfaces. | HubbleField makes profile data readable by authenticated agents while keeping private diligence and account-bound data out of anonymous public retrieval. |