# Open data, proprietary intelligence

Canonical URL: https://volantlabs.ai/perspectives/open-data.html
HTML path: /perspectives/open-data.html
Collection: Perspectives
Kind: Field note
Status: Field note
Publication state: Published
Published: 2026-05-27
Reading time: 4 min read
Author: Andrew Forman
Tags: Vellis, Portability, Compounding intelligence
Subject matter: Not yet classified in the graph

## Made With

- Andrew Forman: Accountable author; Owns the argument, judgment, and final publication decision.
- Fable 5: AI drafting partner; Helped draft, refine, and shape the field note language without owning the final claims.
- Graph snapshot: Context graph; The structured context, schema, and relationships available around this publishing workflow. Snapshot shape: 18,951 nodes, 45,005 links, 269 node types, 575 link rules. Context: volant_base; schema tag perspective_made_with_attribution_v1; captured 2026-07-08T20:27:33Z. (18,951 nodes; 45,005 links; 269 node types; 575 link rules)

## Summary

Vellis is an open graph engine. This field note draws the line that keeps it open while the operational intelligence organizations build on it stays their own.

## What This Page Is For

This page is part of the Volant Labs Perspectives library. It should be used as context for Vellis, context graphs, graph-native AI infrastructure, provenance, governance, and operational adoption.

## Main Sections

- The question an open engine invites
- Open does not mean undifferentiated
- Recoverability is the trust signal
- The line makes both sides stronger

## Questions and Counterpoints

- Open question: The boundary will need sharper examples as real deployments create edge cases.
- Counterpoint: Some open-core models blur this boundary intentionally and still build trust with a different commercial bargain.
- What would change our mind: A platform path that requires a proprietary service to run or recover Vellis state would invalidate the promise.

## Related Pages

- [Runtime-native controls: policy where execution happens](https://volantlabs.ai/perspectives/runtime-controls.html)
- [The graph is a theory](https://volantlabs.ai/perspectives/graph-theory.html)