AI as Public Infrastructure. Data as Community Power
Unified Ground builds community-owned AI, ethical data infrastructure, and climate-tech tools that strengthen human connection, shared governance, and neighborhood resilience. We partner with community organizations, cities, private and pulbic institutions to design AI systems and applications grounded in equity, transparency, and public benefit.
What we're building
A New Model for Community-Owned AI
AI is shaping decisions faster than communities can respond. Unified Ground is redefining what AI can be: locally governed, energy-efficient, and accountable to the people it serves. We build systems that elevate community wisdom and expand capacity—not extract data or automate away human relationships.
Three Anchors of Our Work
Governance First
AI shouldn’t be a black box. We design governance frameworks rooted in transparency, consent, and equity.Local Models, Local Power
We explore small, distributed models that reduce energy demand, increase contextual accuracy, and keep knowledge close to home.Data as Infrastructure
Communities deserve the same control over data that they have over energy or water. We help build the pipelines, protocols, and stewardship structures that make that possible.
Supporting Distributed, Community-Owned Infrastructure
Our vision extends beyond AI systems themselves. We are building toward a future where AI, energy, and data infrastructure are co-designed and co-owned by communities.
Distributed microgrids, virtual power plants (VPPs), and neighborhood-scale energy systems are essential foundations for community-owned AI. These systems reduce dependence on centralized utilities, lower environmental impact, and ensure the computing resources that power local AI remain resilient, affordable, and governed by the people who rely on them.
Unified Ground is helping build the ecosystem that makes this future possible—linking community AI models with clean energy, shared governance, and neighborhood infrastructure that supports both technological sovereignty and climate resilience.
Our Initiatives
AI Empower
A free toolkit co-designed with community-based organizations to close the data and AI literacy and sovereignty gap.
We help CBOs understand AI, organize their data and use AI safely, navigate bias, and adopt tools that expand their capacity for climate justice work.
What AI Empower Includes:
- Core AI literacy modules
- Climate-specific workflows
- Templates for community goverened data ecosystems
- Safety, privacy, and ethics guidance
- Workshops for CBOs, youth, and public-sector teams
- Ongoing ai an data governance working groups
Community AI Framework
Unified Ground is co-creating a new public infrastructure model:
AI that is co-owned, co-governed, and accountable to neighborhoods.
Framework Overview:
- Energy Layer: Clean microgrid-powered AI
- Institution Layer: Libraries, resilience hubs, and local anchors
- Infrastructure Layer: Micro-data centers & small models
- Software Layer: RAG systems that uplift local knowledge
- Governance Layer: Community data councils & ethical standards
- Impact Layer: Workforce pathways & community outcomes
Explore the Community AI Framework →
Community Data Infrastructure
From air quality and street-level climate data to emergency flood insights, we help neighborhoods build the data systems that make climate adaptation possible—and fair.
Our Work Supports:
- Environmental data networks
- Community data trusts
- Interoperability + open data protocols
- Local climate dashboards
- Tools for frontline communities facing extreme weather
See how we’re thinking about Community Data as Infrastructure →
Teaching & Capacity Building
Building the Knowledge Communities Need to Lead the Future
Unified Ground designs and teaches courses that blend environmental justice, emerging technology, and community economic empowerment. Our workshops prepare residents, youth, and community-based organizations to navigate climate challenges, use AI responsibly, and create new pathways in the green economy.
We believe literacy—environmental, digital, and civic—is a form of power. Our teaching helps communities claim it.
Featured Courses
Environmental Justice in NYC: Understanding, Advocacy & Green Career Pathways
A grounding in New York City’s EJ history, climate risks, and neighborhood-level impacts. Participants learn to interpret local climate data, examine how infrastructure and policy shape inequity, and explore green workforce opportunities that build climate-resilient futures.
Participants gain:
- Understanding of EJ history + present-day climate challenges
- Hands-on experience with NYC climate data tools
- Pathways into green jobs and sustainability careers
- Advocacy tools for community-driven solutions
Entrepreneurship & Self-Determination in NYC: Building Green Economy Futures with AI
An empowering course for workers, creatives, and aspiring entrepreneurs seeking economic independence. Participants explore business fundamentals, cooperative and social enterprise models, and use generative AI to strengthen early-stage business ideas.
Participants gain:
- Step-by-step business planning fundamentals
- Insight into green economy business opportunities
- Hands-on exercises using AI for research + plan development
- A seed-stage business concept with an action plan
Environmental Justice & AI for Climate:Using Technology Responsibly for Our Future
A blended EJ + AI literacy course rooted in NYC’s climate realities. Participants explore how AI tools can support community resilience—and how to use them responsibly, ethically, and with awareness of environmental footprint and bias.
Participants gain:
- Strong understanding of EJ + NYC climate vulnerabilities
- Practical skills using AI tools (ChatGPT, Gemini, Claude, Perplexity)
- Guidance for integrating AI into research, advocacy, and job development
- Knowledge of AI’s energy + water impacts
- A personalized ethical AI use policy grounded in community values
How This Fits Our Mission
These courses are part of Unified Ground’s broader vision of community-powered technology. They:
- Strengthen AI literacy and environmental justice knowledge
- Create pathways into green workforce opportunities
- Support self-determination and economic resilience
- Build trust and capacity for community-owned AI governance
Who we Are
NYC Native , community-centered technologist, longtime engineering lead in climate tech. Bridging 25 years of software engineering with a decade of grassroots climate and EJ work.
Our Partners:
Unified Ground’s services supports many of the United Nation’s Sustainable Development goals, focusing on:
For more information on UN SDB goals, go to – https://sdgs.un.org/goals .
