2025 Pipeline Insights · Civic Infrastructure in the Age of AI

Artificial intelligence is reshaping civic life at a pace that few institutions are prepared to navigate. Yet even as AI’s influence accelerates, the innovators building community-rooted, equity-driven tools remain cripplingly under-resourced.

In 2021, New Media Ventures released The TikTok Gap, warning that progressives were falling behind. That warning proved prescient as the right dominated on TikTok, contributing to their landslide 2024 election wins. Today, we face a parallel moment, but with far greater consequences. AI is becoming part of the digital foundation that underlies our information ecosystem and civic institutions.

This report draws on one of the most comprehensive early-stage datasets focused specifically on civic, public-interest, and pro-democracy AI: more than 200 nonprofit and for-profit organizations in our 2025 Responsible AI pipeline. The result is a pipeline full of credible solutions that’s at risk of stalling without sustained capital.

Within our pipeline, we found extraordinary solutions being built disproportionately by people of color and women, who are developing AI tools that expand access to justice, improve how communities understand public issues, counter evolving forms of misinformation, support workers, and modernize outdated public data systems. These leaders are building the next generation of civic technology, often with minimal resources, in underfunded sectors, and without the initial investment required to scale.

Our analysis reveals a set of consistent findings across organizations that are challenging the status quo. First, leaders of color are significantly overrepresented among innovators creating civic and public-interest AI, yet operate with smaller budgets and face the steepest obstacles to growth. Second, women-led organizations overperform when adequately resourced, but face significant early-stage funding gaps, where traction is determined. Third, many teams are pushing the boundaries of applied AI despite lacking access to the compute, tooling, and engineering support typically available to venture-backed companies. And across both nonprofits and startups, responsible AI for civic use remains undervalued, even as risks to democracy and digital safety intensify.

Despite these constraints, the pipeline reveals real momentum. Innovators are developing AI-assisted civic education platforms, multilingual accessibility tools, narrative defense systems, participatory governance models, and technologies that blend machine intelligence with relational organizing. These solutions demonstrate how AI can function as a civic multiplier—expanding capacity of movements, improving public access, and supporting communities navigating increasingly complex digital environments.  

This report outlines what we learned from this year’s pipeline, the gaps that threaten progress, and the actionable opportunities for philanthropy and impact investors. It also highlights NMV/NRV’s 2025 investments—Justicia Lab, Scrutinize, Retro Report, and Breakthru—which exemplify the type of Responsible AI innovation capable of reshaping civic life for the better.

AI’s trajectory is still malleable. The question is whether we will resource the leaders who are  building for the public interest or allow the future to be defined solely by those with the most capital. The next few years will determine which path we take.

Read more of our report on our Responsible AI pipeline here. The report is authored by Jessica Salinas, Abigail Leung, Carlos Salinas, Phil Sanders, with contributions by Suzy Gold, Inbar Sharon, and Josephine Taniguchi.