The Path to Sovereign Data: Challenges and Priorities in Local-First Computing

Local-first computing advocates argued that “data ownership” had to mean practical user power, interoperable infrastructure, and governance models beyond individual account control, during a panel at Local First Conf 2026 in Berlin titled Data Ownership Beyond Local-First.

The panel brought together Zenna Fiscella of Scuttlebutt, Paul Frazee of Bluesky, Boris Mann of Ink & Switch, Robin Berjon of Supramundane, and Eileen Wagner. The moderator positioned data ownership as one of the original motivations behind the local-first movement, referencing the framing established in the 2019 local-first paper.

Speakers described data ownership as a combination of security, usability, and structural independence. Fiscella said the issue increasingly involved protection against metadata exposure and device compromise, while Frazee argued that formal rights without usable mechanisms were insufficient. He pointed to GDPR-style data access requests as an example: users could receive their data, but often only in forms that were technically inaccessible to ordinary people.

A recurring theme was that local-first systems would need to move beyond vertically integrated platforms. Berjon argued that unbundling platforms was both a technical and political objective, while Mann framed the long-term goal as making systems fit into existing social and local contexts rather than forcing users to adapt to centralised infrastructure.

The discussion also highlighted tensions between decentralisation ideals and Internet-scale deployment. Frazee described AT Protocol’s shift from peer-to-peer architecture toward servers in order to support large-scale social networking demands, citing a 240 million daily active user target associated with Twitter-scale operation. He said Bluesky’s stated goal was to bootstrap an ecosystem that could eventually outlive the company itself.

Panellists said interoperability remained a major gap. Berjon called for better sync standards and independently operated infrastructure, while Fiscella argued that different communities would continue to require different identity systems reflecting their own values and governance models. The panel characterised bridges between protocols as a missing layer that could allow interoperability and application reuse without forcing all communities into one identity or trust model.

In the closing discussion, speakers shifted from critique to implementation priorities. Berjon called for shared tooling for data governance at the community and civic levels. Frazee argued that the broader ecosystem around Bluesky needed stronger public recognition as a distinct concept. Fiscella emphasised mesh networking, ecosystem thinking, and operating-system-level integration. Mann said the community should focus less on repeatedly rebuilding identity and encryption from scratch and more on a smaller set of shared building blocks, while also addressing practical user data domains such as contacts, calendars, and email. He also pointed to JMAP as a standard worth watching.

Overall, the panel presented data ownership not as a single feature of local-first software, but as a broader systems question involving portability, governance, interoperability, and the ability of communities to operate technology on their own terms.