Skip to content

Inspiration Hub

 LInQS Governance & Standards for Amazon Health Services

AHS Development Lifecycle

A standardized process for developing learning ecosystems.

A
Discovery
Analyze

Identify clinical performance gaps, conduct SME intakes, and audit medical protocols.

D
Structural Map
Design

Draft technical schematics, define modality logic, and map WCAG accessibility standards.

D
Production
Develop

Build clinical-grade assets and interactive components into a unified learning ecosystem.

I
Verification
Implement

Conduct technical QA, apply clinical metadata, and execute change management rollouts.

E
Optimization
Evaluate

Monitor performance analytics, iterate from data, and manage content update cycles.

Learning Experience Design Roadmap

Interactive ADDIE Milestone Checklist

1
Step 1

Analysis

  • Branding & Voice. Apply Global AHS Dictionary, Voice & Tone standards, and Nomenclature protocols.
  • Project Scoping. Execute SME Extraction Logic and Clinical Gap Analysis to map objectives.
Resource Column: Branding & Voice Project Scoping
2
Step 2

Design

  • Accessibility. Ensure Alt-Text Standards, Keyboard Nav, and WCAG 2.1 Audit compliance.
  • Responsive Layouts. Implement Rise 360 Mastery and Interactive Layers.
  • Schematics. Finalize Modality Selection Matrix and Branching Logic Maps.
Resource Column: Accessibility Responsive Layouts Schematics
3
Step 3

Development

  • Systemic Decoupling. Separate content assets from delivery shells for surgical maintenance.
  • Assessments. Build Formative/Summative checks and Validated Performance evaluation methodologies.
  • Learnings. Apply Information Chunking, Cognitive Pathing, and DeCore logic.
Resource Column: Assessments Learnings Media
4
Step 4

Implementation

  • xAPI Architecture. Implement custom tracking triggers and LRS communication testing.
  • Quality Audits. Execute Screen Reader Testing and 3-2-1 QA Rubric validation.
  • Findability. Audit Tagging Taxonomy and Metadata Governance.
Resource Column: Findability Quality Audits xAPI Triggers
5
Step 5

Evaluation

  • Learning Data. Review Behavioral Heatmaps and ROI Frameworks for evidence-based evolution.
  • Surgical Maintenance. Trigger content-only updates to decoupled assets based on performance gaps.
Resource Column: Learning Data Lifecycle Mgmt

Instructional Design Resources

Access resources aligned with development milestones.

Quick Templates

Accelerate your build time and ensure enterprise-wide consistency. Simply select the blueprint that matches your business vertical or delivery modality to focus energy on instructional strategy rather than technical formatting.

Vertical-Specific Blueprints
Multi

One Medical (Clinics)

Designed for procedural mastery and point-of-care clinician training in clinical environments.

  • Patient-safety gated logic
  • Clinical Lab Rubrics included
  • HIPAA verification check-points
Open Clinic Template
Multi

Pharmacy (Logistics)

Built for fulfillment accuracy and pharmacological compliance workflows within Pharmacy operations.

  • High-volume SCORM tracking
  • Safety Audit logic triggers
  • Inventory simulation blocks
Open Pharmacy Template
Multi

HealthScribe (AI/Tech)

Technical training for AI-assisted documentation and EHR integration protocols.

  • Software "Try-It" sims
  • Data privacy sandboxes
  • EHR integration UI cues
Open Tech Template
Master Toolkits & UI Kits
Storyline

Master Storyline Kit

High-fidelity interactive shell for complex clinical scenarios and branching simulations.

  • WCAG 2.1 Native Player Set
  • Pre-configured Global Variables
  • Pixel-perfect AHS UI states
Get .STORY Master
Rise 360

Master Rise Blueprint

Responsive, mobile-optimized framework for rapid content updates and clinical job aids.

  • Custom Block Preset library
  • AHS Branding & Hex Themes
  • Micro-burst layout patterns
Get Rise Theme
VILT

Hybrid Modality Kit

Framework for VILT and F2F sessions, focusing on instructor-led scalability across timezones.

  • Polling & Engagement cues
  • Facilitator Talk Tracks
  • Standard Participant Handouts
Get Facilitator Kit

Demo Intro

Welcome to the Inspiration Hub! This is a Governance and Standards Framework engineered to establish enterprise-wide development protocols. This repository demonstrates a scalable "Structural Integrity First" approach, utilizing systemic decoupling to govern the end-to-end clinical course development process.

Authored & Built by Traci Frees, MA
💡
Click to View Notes ▼ Demo Notes About the Demo on Quality Standards & Governance
Hiring Manager Demo Brief

The "Why" Behind the Inspiration Hub

This Inspiration Hub was architected to solve a critical AHS challenge: establishing an enterprise-wide "Center of Excellence" that scales through standardized technical frameworks rather than increased headcount.

While this demo establishes the foundational architecture, it serves as a Day 1 framework intended to iterate rapidly based on Amazon Health Services clinical workflows and evolving stakeholder requirements.

Data-Driven Design Strategy (xAPI)

A key next step in this ecosystem is the integration of usage analytics. By correlating Hub engagement with course metrics, we can identify design friction and prioritize future resources for the ID community.

1. Hub Engagement (The ID)

We monitor which standards, build kits, and "How-To" resources IDs are accessing. This identifies which parts of our governance are high-value and which require simplified documentation.

2. Course Build Logic (The Process)

By tracking how IDs implement these components within the build environment, we can measure "Time-to-Development" and identify where technical friction is slowing down production cycles.

3. Behavioral Outcomes (The End-User)

Finally, we correlate Hub usage with end-user performance. By seeing how clinicians interact with specific course components, we determine exactly which governed designs drive the highest clinical retention.

Fulfilling the Quality Standards Mandate

Information Architecture

Engineered for high-velocity discovery, ensuring designers find governed resources and technical schematics in under three clicks.

Technical Governance

Standardizes AHS branding and WCAG 2.1 compliance directly within the source templates and build kits.

Scalable Toolkit

Removes the L&D bottleneck by empowering SMEs to build high-quality content independently using UI Kits and structural frameworks.

Predictive Maintenance

Uses lifecycle data to trigger automated "Content Health Checks," ensuring clinical accuracy never drifts as medical protocols evolve.

Accelerated Success Roadmap

Milestone Strategic Objective Performance Indicator (KPI)
Months 1 — 3Infrastructure Build Finalize the Master Build Kits, technical schematics, and UI architecture based on AHS clinical requirements. Technical Sign-off on all source templates; Beta-validation of high-fidelity media assets.
Months 3 — 9Strategic Enablement Execute a horizontal rollout of the Hub resources to ID cohorts. Focused on "Self-Service" capability and asset familiarity. 100% ID access to governed repositories; Positive "Ease of Use" sentiment via internal feedback loops.
Year 1Workflow Integration Mandate the use of governed frameworks in all new clinical course builds to ensure brand and WCAG consistency. 90% Adoption across active development cycles; Zero accessibility or brand drift in QA audits.
Year 1+Operational Maturity Correlate Hub utilization data with clinician performance. Automate maintenance for clinical accuracy and protocol updates. 95% Content Health Score; Data-driven roadmap for new kit features based on ID usage friction.