Professors / instructors

Build and deploy Nudges with SLAN Builder

SLAN Builder supports turning your course assets into structured guidance, composing ThinkingPaths, and publishing student-facing Nudges—then managing cohorts and access.

What this helps with

Scale course-aligned guidance without losing teaching intent

SLAN is positioned as a way to make human expertise accessible—without claiming AI replaces instructors.

Consistency between sessions

Provide a structured layer of guidance that mirrors how you want students to reason—outside office hours.

Reduce repetitive clarifications

Answer common questions consistently by routing to the right guided path (instead of repeating explanations).

Visibility into blockers

See where learners get stuck (question clusters, step drop-offs) to inform improvements.

Builder workflow

Create a course → publish Nudges → deploy to cohorts

This is the educator view inside SLAN Builder.

1) Create course + upload

Add slides/PDFs/notes and optional module structure.

2) Extract frameworks (auto)

SLAN proposes reusable decision modules; you review and approve.

3) Build ThinkingPaths

Compose steps and branching logic to guide “do the work” workflows.

4) Publish Nudges

Publish ThinkingPaths into student-facing Nudges and update over time.

5) Create cohorts

Add members, manage multiple cohorts, and keep experiences scoped.

6) Registration + access

Generate registration and configure access for courses and Nudges (public/private/restricted).

Exact onboarding and dashboards can be phased based on your pilot scope.

Governance

Designed for proprietary course content

SLAN is designed to respect confidentiality boundaries and support access control.

Content boundaries

Deployments can avoid exposing raw materials and keep derived structures scoped.

Cohort-scoped access

Access can be scoped by course, cohort, or organization.

Pilot-friendly metrics

Track WAU, completion, question clusters, and instructor feedback (where permitted).

Explore a pilot deployment

If you want to package your course expertise as guided practice, request a demo and we’ll map SLAN Builder to your course structure.