SLAN :)

Learn how to think like an Expert*

SLAN turns expert knowledge into AI coaches that guide learners through real decisions the way experts would.

For ExpertsFor Learners

Designed to spread human reasoning - not replace it.

FOR EXPERTS

Scale your expertise with AI

Upload your course material in a few clicks. SLAN transforms your proprietary knowledge into structured reasoning frameworks and thinking paths, then publishes your expertise through AI assistants to every learner.

Experts Can

Upload & Structure Expertise

Turn slides, PDFs, notes, and playbooks into structured reasoning frameworks and thinking paths.

Review & Approve AI Logic

Inspect extracted frameworks, refine decision paths, and approve assistants before they go live.

Control Access & Protect IP

Create cohorts, manage permissions, and keep proprietary knowledge scoped and secure.

Scale High-Quality Tutoring

Deploy AI assistants grounded in your exact thinkings without diluting your standards.

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MEET NUDGE

Meet Nudge

SLAN's AI assistant built from course materials that doesn't just generate answers. Nudge walks learners through structured thinking paths, surfacing assumptions and asking the right questions at each step.
Evaluate tradeoffs
Make a decision
Generate artefacts (coming soon)
Nudge by SLANStudent-facing guidance
Type a question or paste an assignment prompt…
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FOR LEARNERS

Apply expert thinking to real decisions

Nudge is where learners apply structured expert knowledge. Work through guided decision steps instead of receiving instant answers.

Learners Can

Access Course-Specific Assistants

Engage with AI assistants built directly from your professor's materials instead of generic AI.

Evaluate Tradeoffs with Guidance

Work through structured decision steps instead of receiving instant answers.

Produce Defensible Outputs

Generate reports, analyses, and artefacts grounded in visible reasoning. (coming soon)

Learn to Think, Not Just Respond

Understand assumptions, criteria, and completion standards. Apply them independently.

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WHY SLAN?

Knowledge without application doesn't stick

Students absorb course material but rarely get the guided practice to apply it in real-world scenarios. When it matters most, the thinking isn't there. People learn by doing. SLAN makes that possible at scale.

Generic AI chats give answers. SLAN builds thinking.

Grounded, not generic — Synthesis structures your exact course material into reasoning frameworks, not internet summaries.
Guides, not answers — Nudge walks learners through decision steps, surfacing assumptions instead of skipping to conclusions.
Thorough and comprehensive — Every output traces back to source material with visible reasoning, not hallucinated confidence.

Your expertise stays yours.

IP protection by design — Proprietary content is scoped, access-controlled, and never leaked to general models.
Expert-reviewed AI logic — Nothing goes live until the instructor reviews and approves the extracted frameworks.
Governance over AI thinking — Control what the AI can reason about, who can access it, and how it behaves: per cohort, per course.
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GOVERNANCE

Deploy to the right learners, with explicit boundaries

SLAN is designed for academic and internal settings where governance and IP constraints matter.

Cohort management

Create cohorts, add learners, and run multiple cohorts per course without duplicating structures.

Access configuration

Scope Nudges to private, public, or restricted access (e.g., registration code / link), depending on deployment.

Review before release

Treat extracted structures as proposals. Review, approve, and version before wide rollout.
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WHO IT'S FOR

Built for anyone who turns knowledge into decisions

SLAN serves the full chain, from the expert who structures knowledge to the learner who applies it.

Students

Apply course concepts to cases, assignments, and real decisions, step by step.

Professors & instructors

Structure your expertise, publish Nudges, and scale consistent guidance across cohorts.

Programs & universities

Deploy governed AI support across courses and cohorts with IP boundaries.

Corporate academies & L&D

Turn internal playbooks into guided decision workflows for onboarding and development.

Experts & creators

Package your expertise as an interactive learning experience: no custom software needed.
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FAQ

Common questions

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Curious How SLAN Could Work for You?

If you're an educator, program team, or L&D lead, we'll walk through your materials and show exactly how SLAN would work in your context.

Book a call with the founderBrowse the product