GROUND3D

Cover Block

PUBLIC

Attribute	Value
Name	GROUND3D
Tagline	Nonprofit civic tech for socio-environmental challenges via sensors and crowdsourcing
Founded	2025
Stage	Pre-Seed
Business Model	Other (Nonprofit)
Industry	Cleantech / Climatetech
Geography	North America
Growth Profile	Social Enterprise
Founding Team	Co-Founders (2)
Funding Label	Undisclosed

Links

PUBLIC

• Website: https://www.ground3d.xyz
• LinkedIn: https://www.linkedin.com/company/ground3dxyz

Executive Summary

PUBLIC GROUND3D is a newly formed nonprofit civic tech practice that aims to build community-owned data infrastructure for climate resilience and cultural preservation, a model that merits attention for its focus on underserved urban neighborhoods and its acceptance into a top-tier accelerator. Founded in 2025 by Zoe Voss Lee and Wil Jones, the organization partners directly with community groups and city agencies to co-design tools for tracking air quality and extreme heat using low-cost sensors and mobile crowdsourcing [GROUND3D, 2025]. Its differentiation rests on a commitment to local data ownership and equitable governance, positioning it as a planning and technical assistance partner rather than a software vendor [GROUND3D, 2025]. The founding team brings relevant urbanism and community engagement experience, with prior roles at municipal and academic institutions in Boston and New York [RocketReach, 2025]. As a nonprofit, its funding and business model are not publicly disclosed, though its participation in MIT's Delta V accelerator in 2025 signals institutional validation and access to early-stage resources [Martin Trust Center for MIT Entrepreneurship, 2025]. Over the next 12-18 months, the critical watchpoints will be the execution of its planned New York City pilot, the securing of its first publicly acknowledged grants or contracts, and the translation of its co-design methodology into a replicable service model. Data Accuracy: YELLOW -- Core claims sourced from company website and accelerator page; team details from a single professional database.

Taxonomy Snapshot

Axis	Classification
Stage	Pre-Seed
Business Model	Other (Nonprofit)
Industry / Vertical	Cleantech / Climatetech
Geography	North America
Growth Profile	Social Enterprise
Founding Team	Co-Founders (2)

Company Overview

PUBLIC

GROUND3D was founded in 2025 as a nonprofit community planning practice, a structure that frames its mission from the outset around social impact rather than commercial scale [GROUND3D, 2025]. The organization's stated purpose is to partner directly with neighborhoods, community-based organizations, and city agencies to co-design tools and strategies for confronting socio-environmental challenges, with an initial pilot focus on New York City [MIT Orbit, 2025].

The founding team consists of two principals: Zoe Voss Lee, based in Cambridge, Massachusetts, and Wil Jones, based in New York, New York [RocketReach, 2025]. Public records indicate relevant urban planning and civic engagement backgrounds for the founders, with Jones having prior roles at FloodLine, the MIT Trust Center, the MIT Leventhal Center, and the City of Boston [RocketReach, 2025]. A key early milestone was acceptance into the MIT Delta V accelerator program in 2025, which provides initial institutional validation and support for the venture's development phase [Martin Trust Center for MIT Entrepreneurship, 2025].

Data Accuracy: YELLOW -- Founding details and team locations are cited from company and professional databases; accelerator participation is confirmed by MIT. The nonprofit status and mission are stated on the primary website. No independent press coverage or state filings were located to corroborate entity details.

Product and Technology

MIXED

The product suite is defined by its focus on community co-design rather than a single off-the-shelf application. According to the company's public materials, GROUND3D designs custom tools and strategies for neighborhoods and community organizations to address specific local challenges, with initial use cases centered on air quality tracking, extreme heat monitoring, and cultural landmark preservation [GROUND3D, 2025]. The approach relies on a combination of low-cost sensor hardware and mobile-based crowdsourcing to gather spatial data, aiming to close information gaps in underserved areas.

The underlying technical vision, as outlined in MIT materials, is to build community-owned spatial data infrastructure. This involves giving local groups the capability to capture, govern, and utilize 3D street-level data for advocacy around climate resilience and heritage preservation [MIT Orbit, 2025]. The tools are intended to be co-designed with partners, suggesting a services-heavy model where each deployment may involve tailored product development, from mobile or web interfaces to data management systems.

No specific technology stack, proprietary software platforms, or deployed product versions are publicly detailed. The available descriptions point to a consultancy-like practice that develops situational civic tech, with data ownership and governance frameworks being a core differentiator from commercial mapping or sensor companies.

Data Accuracy: YELLOW -- Product claims are sourced from the company website and an MIT program description; no independent verification of deployed tools or technical specifications exists.

Market Research

PUBLIC

A confluence of climate urgency, community advocacy, and a push for equitable data governance is creating a nascent but critical market for hyperlocal, community-owned environmental intelligence.

Quantifying the total addressable market for a nonprofit civic tech practice is inherently challenging, as it sits at the intersection of multiple established and emerging funding streams. Direct public sector spending on climate resilience and environmental justice provides one analog. The U.S. Environmental Protection Agency's Environmental Justice (EJ) grant programs, for instance, have seen significant allocations, with $3 billion authorized under the Inflation Reduction Act for community-led projects [EPA, 2023]. Adjacent commercial markets for environmental sensing and geospatial analytics are larger but less directly comparable. The global market for environmental sensor technology was valued at approximately $2.1 billion in 2023, with forecasts for continued growth driven by smart city and industrial monitoring applications [MarketsandMarkets, 2023]. GROUND3D's serviceable obtainable market is narrower, focused on community organizations and municipal agencies in specific urban corridors seeking co-designed tools, a segment where project-based funding typically ranges from tens to hundreds of thousands of dollars per engagement.

Several converging demand drivers underpin the need for services like those proposed. First, regulatory and policy mandates are increasingly directing funds toward environmental justice communities. Federal programs now often require community engagement and demonstrate local benefit, creating a need for technical partners who can bridge community knowledge with data collection protocols. Second, the physical impacts of climate change, particularly urban heat islands and variable air quality, are becoming more acute and visible, spurring local action. Third, there is a growing recognition of data sovereignty and the risks of extractive data practices in vulnerable neighborhoods. This drives demand for infrastructure where data ownership and governance reside with the community, a core tenet of GROUND3D's stated model [GROUND3D, 2025].

Key adjacent and substitute markets include the commercial IoT sensor platforms sold to cities, the consulting services of large engineering and planning firms, and the open-source toolkits developed by academic and civic tech consortia. The commercial platforms often lack the deep community integration and co-design focus, while large consultancies may not prioritize local data ownership. The open-source tools provide a technological base but typically require significant technical capacity to deploy and maintain, which GROUND3D aims to provide through its workshops and technical assistance.

Regulatory forces are a double-edged sword. While new funding creates opportunities, the application and reporting requirements can be complex, favoring organizations with established grant-writing capabilities. Macro forces, including municipal budget cycles and the political prioritization of climate resilience, will directly influence the pace of customer acquisition and project scale.

Market Segment	Cited Size (Analogous)	Source
U.S. Federal Environmental Justice Grants	$3 billion (authorized)	[EPA, 2023]
Global Environmental Sensor Technology	$2.1 billion (2023)	[MarketsandMarkets, 2023]

This sizing context illustrates the funding environment but does not directly translate to revenue for a nascent nonprofit. The relevant capital is fragmented across grants, municipal contracts, and philanthropic gifts, each with its own procurement timeline and scope constraints.

Data Accuracy: YELLOW -- Market sizing figures are from third-party reports for analogous sectors, not specific to the company's model. The demand drivers are inferred from policy documents and the company's own framing, which lacks independent corroboration.

Competitive Landscape

MIXED

GROUND3D’s competitive position is defined less by direct product overlap and more by its specific nonprofit, community-co-design model within the broader civic tech and environmental monitoring landscape.

Competitive Map by Segment

The landscape can be segmented into three categories. First, incumbent civic tech and urban planning consultancies like Arup or Jacobs Engineering, which offer large-scale environmental assessments and planning services but typically operate on a top-down, client-contractor model with high costs [PUBLIC]. Second, challenger data platform startups such as Placer.ai (foot traffic) or Aclima (hyperlocal air quality), which sell proprietary sensor networks and analytics dashboards primarily to commercial and municipal clients on a SaaS or data licensing basis [PUBLIC]. Third, adjacent substitutes and grassroots models, including open-source community science toolkits (like Public Lab) and university-led research initiatives, which prioritize accessibility and local agency but often lack sustained product development and integration support [PUBLIC]. GROUND3D’s wedge sits between the grassroots models and the commercial challengers, aiming to professionalize community co-design while retaining local data ownership and a nonprofit governance structure.

Defensible Edge and Durability

The company’s current edge is its foundational thesis of community-owned spatial data infrastructure and its affiliation with MIT’s entrepreneurial ecosystem, specifically its selection for the 2025 Delta V accelerator [MIT Orbit, 2025]. This positioning grants early credibility in academic and certain municipal circles focused on equitable climate resilience. The edge is theoretically durable if it translates into deep, exclusive partnerships with community-based organizations (CBOs) in pilot neighborhoods, creating data moats and trust networks that are costly for commercial entrants to replicate. However, this edge is perishable. It depends entirely on executing successful, documented pilots that demonstrate tangible outcomes. Without those, the model remains an unproven concept, and the “community-owned” differentiator could be co-opted by better-funded platforms offering similar co-design rhetoric.

Exposure and Vulnerabilities

GROUND3D is most exposed in two areas. Technical execution and scale: The reliance on “low-cost sensors and mobile crowdsourcing” [GROUND3D, 2025] places it in a resource-constrained race against well-capitalized sensor hardware and AI analytics startups (e.g., Aclima) that are advancing sensor accuracy and data processing capabilities rapidly. GROUND3D has not disclosed any proprietary IP or unique sensor technology. Funding and sustainability: As a nonprofit without disclosed funding or a clear earned-income model, it lacks the capital runway of venture-backed competitors to iterate quickly, hire technical talent, or scale deployments. Its model is vulnerable to grant dependency and may struggle to achieve operational sustainability before a better-funded commercial or public entity addresses the same community needs with more resources.

18-Month Scenario

The most plausible competitive scenario over the next 18 months hinges on the success of its New York City pilot. In a winner scenario, GROUND3D successfully deploys its co-designed tools for air quality or heat monitoring in one or two NYC neighborhoods, secures a recurring contract with a city agency or a major foundation grant, and uses the MIT Delta V credential to forge a replicable partnership blueprint. This would establish it as a trusted intermediary for city-community data projects. In a loser scenario, the pilot stalls due to technical hurdles, community engagement challenges, or inability to secure follow-on funding. In that case, the space is likely won by either a commercial platform that partners directly with cities (e.g., Aclima expanding its environmental justice offerings) or by a larger nonprofit with existing scale (like the Trust for Public Land) adopting similar community-tech tools, rendering GROUND3D’s early-mover advantage moot.

Data Accuracy: YELLOW -- Competitive analysis is inferred from the company's stated model and the general market landscape; no direct competitor comparisons or funding details are publicly available for GROUND3D.

Opportunity

PUBLIC The prize for GROUND3D is the creation of a new, community-owned data standard for urban climate resilience, a model that could redirect billions in public adaptation funding towards locally governed infrastructure.

The headline opportunity is to become the default spatial data infrastructure for participatory climate planning in major U.S. cities. The outcome is not a software monopoly but a trusted governance model, where GROUND3D’s co-design methodology and open-source tooling become the required framework for any city or philanthropic grant aiming to ensure equitable climate investments. This is reachable because the underlying need is acute and documented; cities like New York are already mandated to produce climate resilience plans but lack the hyperlocal, culturally relevant data to implement them effectively [GROUND3D, 2025]. The company’s positioning within the MIT ecosystem, specifically its selection for the Delta V accelerator, provides a credential and network that aligns with public-sector and foundation buyers who prioritize evidence-based, academically affiliated approaches [Martin Trust Center for MIT Entrepreneurship, 2025].

Two concrete paths to scale emerge from the available evidence, each hinging on a specific, near-term catalyst.

Scenario	What happens	Catalyst	Why it's plausible
The NYC Pilot Standard	The New York City pilot referenced in MIT Orbit materials succeeds, leading to a formal partnership with a city agency (e.g., NYC Mayor’s Office of Climate & Environmental Justice). The methodology is adopted as a city-wide standard for community heat and air quality assessments.	Successful execution and public report from the planned NYC pilot, generating peer-reviewed case studies.	The team’s stated focus is NYC [MIT Orbit, 2025], and one founder has prior experience with the City of Boston [RocketReach, 2025], indicating relevant municipal engagement experience.
The Foundation-Funded Replication	A major climate philanthropy (e.g., Bloomberg Philanthropies, Kresge Foundation) awards a multi-year, multi-city grant to replicate the GROUND3D model in 5-10 other cities, funding tool development and community organizing.	Securing a grant from a partner encountered through the MIT Delta V network or subsequent pitching events.	The nonprofit civic tech model is directly aligned with foundation grantmaking priorities for equitable climate adaptation, a well-funded vertical.

What compounding looks like is a trust and data flywheel. Each successful community partnership generates two assets: a validated, culturally specific dataset and a case study of co-design success. The dataset improves the relevance of the tools for similar neighborhoods, while the case study lowers the perceived risk for the next city agency or foundation. Critically, the model is designed for local data ownership [MIT Orbit, 2025], which avoids the extractive pitfalls of traditional civic tech and builds deep, lasting community relationships that act as a defensive moat. While no operational flywheel is yet visible, the intellectual framework is explicitly built for this compounding effect.

The size of the win can be framed through comparables, though direct financial valuation is complicated by the nonprofit structure. A relevant benchmark is the acquisition of civic software platform SeeClickFix by CivicPlus in 2021 for an undisclosed sum; that platform focused on citizen reporting and municipal workflow. A more ambitious comparable is the scale of funding flowing into community-led climate resilience. For example, the U.S. Environmental Protection Agency’s Environmental Justice Thriving Communities Grantmaking program is a $550 million fund designed to flow through community intermediaries [EPA, 2023]. If GROUND3D’s model were to capture even a single-digit percentage of similar annual grant pools as fee-for-service revenue, it could support an organization with an annual operating budget in the tens of millions. In a scenario where its tools and standards become widely adopted, the enterprise could command a valuation comparable to a mission-driven software platform like Benetech (a nonprofit tech-for-good enterprise) or a high-impact social enterprise attracting program-related investments (PRIs) from foundations.

Data Accuracy: YELLOW -- Core opportunity thesis is inferred from company statements and academic affiliation; specific growth catalysts and market comparables are not yet demonstrated.

Sources

PUBLIC

1. [GROUND3D, 2025] GROUND3D | https://www.ground3d.xyz/

2. [MIT Orbit, 2025] Ground3D | https://orbit.mit.edu/launchpad/ideas/ground3d

3. [RocketReach, 2025] Zoe Lee | Ground3d Founding Principal Contact Information | https://rocketreach.co/zoe-lee-email_866263168

4. [Martin Trust Center for MIT Entrepreneurship, 2025] 2025 delta v - The Martin Trust Center for MIT Entrepreneurship | https://entrepreneurship.mit.edu/accelerator/2025-delta-v/

5. [EPA, 2023] U.S. Environmental Protection Agency Environmental Justice Programs | https://www.epa.gov/environmentaljustice

6. [MarketsandMarkets, 2023] Environmental Sensor Technology Market Report | https://www.marketsandmarkets.com/Market-Reports/environmental-sensor-market-216846460.html