P31 LABS
Georgia 501(c)(3) · EIN 42-1888158

Sovereign care for
neurodivergent families

P31 Labs builds free, open-source tools grounded in care science. We design for the moments that matter — meltdowns, transitions, mornings, nights.

18
Families
1,247
♥ LOVE
5
Apps
14
Workers
863 Hz ³₋ Larmor

Mission & About

Every neurodivergent family invents workarounds for a world not designed for them. P31 Labs turns those workarounds into shared, open-source tools.

Mission
To build free, open-source assistive technology that honors the sovereignty of neurodivergent families. Every tool is designed for the reality of family life — not the abstraction of it.
Vision
A world where neurodivergent families flourish with tools that adapt to them — not the other way around. Where care work is seen, valued, and rewarded.
Values
Sovereignty — You own your data. No tracking, no ads, no extraction.
Care-First — Every product grounded in care science, designed for real family dynamics.
Open Source — MIT licensed. Free forever. Auditable by anyone.
Spoon-Aware — Interfaces adapt to your capacity, from crisis to flow.
Principles
• Build for the most vulnerable first
• Design for crisis as a default state
• Measure success in spoons saved, not revenue
• Share everything — code, research, lessons
• Stay small, stay sovereign, stay accountable

The Family as Architecture

Our infrastructure is named after the members of the family that founded P31. Each worker embodies a care role — because the family IS the architecture.

BOB
Structural Expert
Bounding & Ordering Bridge
MARGE
Design Expert
Material & Aesthetic Reasoning
Guidance Engine
WILLOW
Somatic Guide
Wellness & Interactive Learning
for Living, Optimized for you
BASH
Comms Protocol
Behavioral & Affective
Signaling Hub

Team

WJ
Will Johnson
Founder & Executive Director

Built in SE Georgia by a family, for families.

Transparency

EIN
42-1888158
Georgia 501(c)(3) nonprofit corporation
FS
Fiscal Sponsor
501(c)(3) sponsorship pending. Donations non-deductible until recognized.
OS
Open Source
Every line of code is MIT-licensed on GitHub.
P
Privacy
Zero analytics, zero tracking, zero data harvesting.

Impact

Numbers that tell the story of care work valued and supported.

18
Pilot Families
Active in shared D1 registry
1,247
♥ LOVE Generated
Care-credit rewards issued
5
Apps Deployed
PHOS, WILLOW, BONDING, + more
14
Workers Live
On the P31 sovereign mesh

Pilot Dashboard

Real-time family care metrics and platform health.

■■■
PILOT DASHBOARD
Coming Q3 2026

Love Leaderboard

Top care contributors in the P31 community.

♥♥♥
LOVE LEADERBOARD
Coming Q3 2026

What Families Say

“P31 tools have transformed our mornings. The spoon-aware interface means my AuDHD son can actually use it without overwhelm.”
S
Sarah M.Pilot Family
“The LOVE ledger showed me I’d done 47 hours of care coordination in one week. For the first time, someone counted it.”
M
Marcus J.Pilot Family
“Open source assistive tech that actually works and doesn’t sell our data. This is what we’ve been waiting for.”
A
Aisha K.Pilot Family
“My daughter uses the Cognitive Passport to tell her teachers what she needs without having to explain it every time. That’s dignity.”
D
David R.Pilot Family
2024

Founded

P31 Labs incorporated as Georgia nonprofit. Core architecture designed: K₄ tetrahedron model for care coordination.

2025

Prototypes & Pilots

PHOS, BONDING, and WILLOW prototypes launched. First pilot families onboarded. LOVE care-credit protocol designed.

2026

Mesh Expansion

14 Workers live on Cloudflare. 18 pilot families active. NGI TALER and Fediversity proposals submitted. eIDAS alignment in progress. LOVE ledger deployed.

2027+

Scaling Sovereignty

Pilot expansion to 100+ families. LOVE as a recognized care-credit standard. Federation bridge live across EUDI-compliant infrastructure.

Research

Open research publications, grants, and standards alignment driving neurodivergent sovereignty.

K₄

The K₄ Tetrahedron

Complete graph topology for neurodivergent care coordination.

Read on Zenodo →
G

Genesis Whitepaper

Foundational framework for sovereign neurodivergent identity and care proofs.

Read on Zenodo →

The Geodesic Self

Ongoing research on care science and neurodivergent identity.

T

NGI TALER

Privacy-preserving care payments via GNU Taler integration.

F

NGI Fediversity

Federated neurodivergent identity and credential exchange.

E

eIDAS Alignment

EU Digital Identity Wallet compliance for P31 credentials.

Grants & Standards Alignment

NGI TALER

Privacy-preserving care payments via GNU Taler. Proposal submitted to NLnet.

taler.net →
NGI Fediversity

Federated neurodivergent identity and credential exchange. Proposal submitted.

eIDAS Alignment

EU Digital Identity Wallet compliance for P31 credentials. In progress.

Get Involved

Every contribution matters. Join us in building sovereign care technology.

Join Pilot

Be among the first families to use P31 tools. Shape the roadmap with your feedback.

Apply Now

Donate

Support free assistive technology with LOVE care-credits or USDC. Every donation goes directly to building tools.

Volunteer

Contribute code, design, research, or advocacy. All skills welcome.

Get Started

Partner

Research institutions, care organizations, and grant partners.

Contact Us

Onboarding Flow

1
Discover
Find P31 through community or research
2
DID Setup
Create your sovereign Decentralized Identifier
3
Pilot Onboard
Join the pilot program and access tools
4
Care Proofs
Earn LOVE for care coordination work
5
Shape Roadmap
Your feedback guides our priorities

Blog

Notes from the lab — engineering, care science, and the sovereignty stack.

July 2026 · 8 min

The Cosmic Cradle

On the engineering of sovereign care — why we built a tetrahedral architecture for neurodivergent families, and how the K₄ graph maps the invisible labor of love.

Read More →
July 2026 · 12 min

Building the P31 Sovereign Mesh

How 14 Cloudflare Workers, 5 applications, and a shared D1 database form the backbone of a nonprofit infrastructure designed for care, not extraction.

Read More →

Support Sovereign Care

P31 Labs is 100% community-funded. No venture capital, no data extraction, no ads. Every donation builds free tools for families who need them most.