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Learning Pier

Guided learning environment for AI-native workflow development. Role-based access, cohort collaboration, and Sonar-powered learning support.

Session role: Student
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Courses in progress
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Modules completed
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DIVE Foundations progress
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Cohort members online
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Students in cohort
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Active this week
3
Courses running
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Students need support

Learning Pathways

Each pathway develops AI-native thinking through the DIVE framework applied to a specific area. Progress is personal — not graded, not compared.

DIVE Framework

DIVE Foundations

Learn to Diagnose real workflow friction, Integrate knowledge across functions, Validate before scaling, and Enable AI where it reduces friction that actually matters.

    REEF Framework

    REEF System Integrity

    Understand how systems drift after transformation and learn to renew ownership, examine divergence, evaluate governance, and rebuild on solid ground.

    • ○ Module 1: Why systems drift
    • ○ Module 2: Renew — restoring ownership clarity
    • ○ Module 3: Examine — actual vs intended
    • ○ Module 4: Evaluate — testing your governance
    • ○ Module 5: Foundation — hardening what works
    • ○ Module 6: Running a REEF health check
    MURK Framework

    MURK Resistance Mapping

    Develop the ability to name transformation friction. Misalignment, Underuse, Redundancy, and Knots each have distinct causes and resolution paths.

    • ○ Module 1: Why naming friction matters
    • ○ Module 2: Misalignment — strategy vs execution
    • ○ Module 3: Underuse — invisible capability
    • ○ Module 4: Redundancy — stacked oversight
    • ○ Module 5: Knots — single-point blockers
    • ○ Module 6: Facilitating a MURK session
    Applied

    AI-Native Workflow Design

    Apply DIVE, REEF, and MURK together in a real transformation scenario. Develop the full vocabulary for AI adoption grounded in workflow reality.

    • ○ Module 1: Reading a workflow as a system
    • ○ Module 2: Running MURK before DIVE
    • ○ Module 3: Designing the integrated workflow
    • ○ Module 4: Validating the model
    • ○ Module 5: Enabling AI responsibly
    • ○ Module 6: Using REEF for long-term health

    DIVE Course Map

    The whole voyage at a glance. Solid nodes are open; dashed nodes are courses still being charted. Click a node to inspect it — your real progress lights the path.

    DiagnoseModule 1 IntegrateModule 2 ValidateModule 3 EnableModule 4 CapstoneClass 5

    Cohort Resource Library

    Supplementary guides, worksheets, and slide packages. Available exclusively to registered cohort participants.

    Locked

    DIVE Participant Workbook

    Standardized workbook containing mapping tools, friction templates, and exercises.

    Read Summary →
    Locked

    DIVE Facilitator FAQ

    Common structural and organizational bottlenecks, and how to address them.

    Read Summary →
    Locked

    DIVE Presentation Slides

    Standard cohort workshop slides for presenting the framework to internal teams.

    Read Summary →
    Locked

    DIVE Idea Stack

    Technical guide for moving from paper concept to functional web prototype.

    Read Summary →
    Locked

    DIVE One-Pager Brief

    Executive-grade layout mapping the core methodology for leadership sponsors.

    Read Summary →
    Locked

    Visual Guidelines & Assets

    Complete SeaSound design tokens, logo variations, and accessibility guidelines.

    Read Summary →

    Cohort Progress

    Student DIVE REEF Last active Status
    Maya R. 80% 33% Today On track
    Jordan T. 48% 17% Today On track
    Sam K. 32% 0% 3 days ago Check in
    Priya M. 65% 50% Yesterday On track
    Chris L. 17% 0% 5 days ago Check in

    Cohort Space

    A shared space for the cohort to discuss, question, and support each other through the learning pathways. Use Sonar for framework questions.

    Cohort Chat — DIVE Cohort A 5 online
    Maya R.
    Does anyone else find the Validate phase the hardest to scope? I keep wanting to jump to Enable before the pilot is done.
    Priya M.
    Yes — I think the Validate phase is where most teams get impatient. The DIVE framework is pretty explicit that you need before/after evidence before scaling though.
    Jordan T.
    I asked Sonar about this — it said Validate prevents the common failure mode of launching a "better" process nobody actually adopts. That landed for me.
    Maya R.
    Good framing. What counts as "validated" though? Is stakeholder sign-off enough, or do you need pilot data?
    ◎ Sonar Learning Support

    Use Sonar to investigate framework questions. Sonar draws from approved SeaSound methodology sources — it does not grade or judge your questions.

    Open Sonar ↗

    Knowledge-locked · Non-grading · Gemma-powered

    ● Cohort Members
    MR
    Maya R.
    Student
    PM
    Priya M.
    Student
    JT
    Jordan T.
    Student
    SK
    Sam K.
    Student
    CL
    Chris L.
    Student