Programs / universities
A consistent learning layer across cohorts
SLAN can be deployed as a governed support layer across courses and cohorts. Nudge delivers the student experience; SLAN Builder supports authoring, publishing, and access control.
What programs get
Scalable, course-aligned learner support
Designed to increase structured application opportunities and reduce time spent searching materials—without guaranteeing outcome improvements unless verified.
Consistency across cohorts
Deploy the same guided paths across cohorts while allowing module-level tuning.
Governed AI usage
Support IP boundaries, access scopes, retention settings, and permitted content sources.
Measurable engagement
Track adoption metrics (WAU), completion, and common confusion clusters to inform course improvements.
Deployment model
Course owner control + cohort access
A typical program deployment keeps authoring with the course owner while giving programs cohort-level controls.
Course owner (faculty / instructor)
- Uploads course assets
- Reviews extracted frameworks
- Builds ThinkingPaths and publishes Nudges
Program team (admin)
- Creates cohorts and manages membership
- Configures access and registration
- Monitors engagement and support needs
Exact dashboards and integrations (SSO/LMS) depend on pilot scope and institutional requirements.
Discuss a program pilot
We can align on governance requirements, cohort structure, and what metrics you can (and cannot) publish.