
The AI layer for human-led education.
Human-led education companies' main challenge is customer churn. The rise of AI generative tools promised to increase quality and personalization, but has failed to deliver similar client retention impact seen in other sectors.
These solutions rely heavily on tutors—the worst enablers. The need for educators to provide manual lesson insights and feedback to control AI tools results in poor implementation and impact.
Human-led education doesn't lack AI. It lacks structured learning context.
Nousable is the AI data layer for human-led education.
Nousable embeds an AI agent into live online classes, captures pedagogical signals in real time, and structures them into dynamic learner profiles. These profiles serve as the single source of truth and are accessible via API, powering all personalization across live and asynchronous learning.
Human-led education businesses face a new competitive threat: AI avatars and native platforms that offer maximum personalization at low cost. Traditional providers must adapt their offering.
Recent advances in speech recognition, real-time processing, and language understanding now make it technically feasible to capture and structure live instructional data at scale—unlocking a new infrastructure layer for education that wasn't possible before.
Target Market: Education providers relying on live instruction—language schools, continuing education, professional training, tutoring networks, and hybrid learning institutions.
Business Model: B2B SaaS, priced per learner or per active seat, integrating with existing teaching workflows and learning systems.
Launch: August 2025 - Rapid customer validation with clear path to $1M ARR
We are raising $500K USD to accelerate growth and scale operations.
Deep experience in human-led education, AI-driven product development, and large-scale operational execution.