Our Mission
Establish data democracy for people, communities, and research
What We Mean by Data Democratization
Data democratization is not about collecting more data.
It’s about who controls it, who benefits, and who decides.
Access for all
People should not need to be software engineers to benefit from their own data. LLIF focuses on lowering structural barriers while preserving privacy and consent.
No gatekeepers
Large platforms often impose artificial restrictions that benefit only themselves. LLIF’s nonprofit structure prevents data lock-in and misaligned incentives.
Longitudinal by Design
True insight requires data over time. LLIF supports long-term, participant-controlled data storage rather than short-term extraction.
How LLIF Advances Data Democracy
For individuals
LLIF builds and operates data infrastructure that enables people to retain ownership of their personal data and choose how it is used.
Consumer applications may choose to use LLIF Cloud as infrastructure, but:
- LLIF does not develop or operate consumer apps
- Individuals remain in control of their data
Example:
Best Life Inc. operates the Best Life consumer app, which uses LLIF Cloud as one possible backend infrastructure provider.
For Researchers & Study Sponsors
LLIF supports ethical research by providing:
- Opt-in, participant-controlled data models
- Longitudinal data infrastructure
- Privacy-first anonymization approaches
- Governance aligned with public benefit research
This allows researchers to focus on insight and impact, not data custody risk.
For Developers & Product Teams
LLIF provides infrastructure services, not application development.
Developers can use LLIF Cloud to:
- Store and manage longitudinal data
- Work with health, lifestyle, and environmental data responsibly
- Build applications that respect user control and consent
LLIF does not function as an app development agency or product studio.
Why a Nonprofit Foundation Matters
A nonprofit data foundation ensures:
- Mission alignment over monetization
- Long-term stability for sensitive data
- Clear separation between infrastructure and applications
- Governance that prioritizes people over platforms
LLIF exists to protect the data layer—so no single app, company, or market shift can compromise it.