DWeb Camp 2026

Applied Sovereignty: Building Tools to Amplify Farmer Knowledge and Protect Data Rights
2026-07-11 , The Seedbed

As industrial agricultural platforms accelerate corporate data enclosure, predatory data scraping, and top-down digital monitoring, grassroots movements are reclaiming the technical architectures that govern their livelihoods. This panel showcases practical infrastructure co-designed directly alongside land stewards across three distinct global contexts. Featuring field insights from rural India, the open grain fields of the upper Midwest, and Indigenous-led labs in Hawaiʻi, the speakers will demonstrate how decentralized systems can amplify localized innovation and support data sovereignty.


The presentations cover three distinct initiatives:

The GIAN Curiosity Engine (Dr. Anamika Dey): A look at GIAN’s database system consolidating over 200,000 documented grassroots innovations. Driven by a Small Language Model (SLM), the platform intentionally avoids providing flat, centralized answers. Instead, it filters queries to generate contextual, heuristic questions that prompt localized field experimentation while maintaining strict, non-anonymized source attribution to original community inventors.

Building with farmers (Kirstin Auker): A look into FarmFlow, an open-source operations platform built from the field by farmers. This segment details how the platform actively counters extractive agricultural tech paradigms by embedding data sovereignty directly into its technical architecture. FarmFlow utilizes a hands-free, field-ready voice-to-text capture mechanism that processes daily operational logs seamlessly from the tractor cab. Rather than replacing human judgment with top-down algorithmic standardization, its multimedia SOP tool preserves a farmer's intuitive, embodied knowledge through voice and video.

Indigenous Data Infrastructures & Local Compute (Keoni DeFranco): Presenting place-based engineering models developed through Hawaiʻi’s Purple Maiʻa Foundation. This segment details how KILO combines qualitative narrative observations with quantitative field-sensor streams. To protect culturally sensitive environmental information from corporate cloud extraction, the architecture implements smart routing across localized, renewably-powered edge compute nodes (Jetson Nano), restricting data access entirely to site-specific WiFi or Bluetooth networks .

Dr Anamika Dey is the CEO of GIAN (Gujarat Grassroots Innovation Augmentation Network) and a researcher working at the intersection of traditional knowledge sovereignty, community data governance, and grassroots innovation in India.
For over a decade, she has worked with the Honey Bee Network — one of the earliest models of community-owned knowledge documentation, built on principles of recognition, reciprocity, and benefit-sharing with knowledge holders. Long before "data commons" became a tech conversation, the Network was asking: who owns what a community knows, and who profits from it?
She brings this lens to questions of Community Data Sovereignty, ethical bio-entrepreneurship, and what decentralised governance of knowledge actually looks like on the ground — in villages, not whitepapers. She is also the founder of The Little Himalayan Co., a social enterprise that attempts to close the loop between knowledge holders and markets without extracting value from either.
She is interested in finding how decentralised architectures can serve communities that have the most to lose from centralised platforms — and the most to contribute to a more equitable web.

This speaker also appears in:

Co-founder and technology strategist with Farm Flow. She focuses on human-centered UX design, voice-first data logging ecosystems, and open-source organic compliance software.

Managing Director, Purple Maiʻa Foundation | Minister of the Interior, Nation of Hawaiʻi

Keoni DeFranco is a Kanaka ʻŌiwi (Native Hawaiian) technologist, cultural practitioner, kalo farmer, and advocate for Hawaiian national independence. As Managing Director of Purple Maiʻa Foundation and Minister of the Interior for the Nation of Hawaiʻi, he works at the intersection of Indigenous innovation, regenerative agriculture, and community self-determination.

As former founder and CEO of Lua Technologies, Keoni brings more than a decade of enterprise software experience to Indigenous technology development. He leads Purple Maiʻa's innovation initiatives, including the KILO ecosystem, an open platform integrating environmental monitoring, soil science, and artificial intelligence to support watershed stewardship, food systems, and the return of ancestral Hawaiian lands.

Grounded in aloha ʻāina, his work bridges traditional ecological knowledge with modern engineering to advance data sovereignty and locally governed computing as pathways toward ecological resilience, economic autonomy, and ultimately, Hawaiian political sovereignty.