Change Labs is an AI-native software studio building tools for admissions, education access, and social-impact innovation. We provide paid software subscriptions and related digital services to students, institutions, and mission-driven organizations.
We don't build neutral tools. We design systems that actively dismantle barriers and redistribute access to opportunity. Technology should level the playing field, not reinforce existing hierarchies.
Real change happens when those closest to problems have the tools to solve them. We build infrastructure that amplifies community voices and makes local knowledge actionable at institutional levels.
We're not interested in quick fixes. Our work targets root causes—the opaque processes, information asymmetries, and institutional barriers that perpetuate inequality across generations.
The first instantiation of our Navigator OS. An AI-native admissions system democratizing access to medical careers by decoding the hidden curriculum and lowering barriers for underrepresented students.
Solves 'positional awareness.' A system that helps users understand where they are in opaque processes (fellowships, careers) and generates narrative coherence over time.
Infrastructure for social movements and mission-driven organizations. Systematizes roles, governance, and institutional memory to sustain grassroots efforts and prevent activist burnout.
Translation infrastructure that bridges community voices and institutional power. Converts research, public sentiment, and lived experience into policy-readable formats to drive systemic social change.
We are building the framework for how humans and AI collaborate responsibly in systems that affect real lives. This includes agent-based orchestration, human-in-the-loop verification, and role-defined AI agents designed for healthcare equity, education access, and civic participation.