David Wolf · Project Use Case
AI SECURITY · PRODUCT SECURITY · RIVERBANKS / INTERNAL PRODUCT
RiverBanks / Internal Product
RiverBanks Workforce Development LMS Suite
A three-framework workforce-development product suite combining EMPOWER psychometrics, CORE interview intelligence, RISE self-authoring, SCORM/xAPI/LTI...
Designed and built a workforce-development LMS product suite around three major frameworks: EMPOWER for psychometrics and personality intelligence, CORE for behavioral interview and self-discovery coaching, and RISE for...
Client
RiverBanks / Internal Product
Engagement Type
Internal product buildout
Period
2023–2026
Role
Principal Architect / Product Architect / AI Workforce Development Systems Designer
Focus Areas
Workforce Development, LMS Packaging, SCORM, xAPI
The Research Narrative
Strategic Problem
The challenge was product integration. EMPOWER, CORE, and RISE could each become separate products, but workforce development requires a coherent learner journey: discover who you are, understand your...
What David Did
Structured the suite around three major frameworks: EMPOWER, CORE, and RISE.
What Became Clearer
Created a coherent workforce-development product suite from three deeper IP assets rather than a collection of one-off course modules.
Consulting Proof
This is evidence of turning messy security telemetry into explainable dashboards, alert-quality improvements, and executive-ready operating views.
The Context
This use case consolidates the RiverBanks workforce-development product. EMPOWER, CORE, and RISE are each substantial frameworks, but the suite-level story matters because it connects psychometrics, behavioral interviewing, reflective journaling, LMS packaging, survey delivery, AI coaching, and institutional distribution into one coherent product architecture. Targeted at universities in India, Malaysia, and the Philippines, high-school or young-professional audiences, and a large waitlist-style market signal.
The Challenge
The challenge was product integration. EMPOWER, CORE, and RISE could each become separate products, but workforce development requires a coherent learner journey: discover who you are, understand your strengths, build evidence, practice stories, reflect on growth, and produce credible outputs for school, work, interviews, and career planning. The system also needed LMS compatibility, reporting, multilingual adaptation, and AI-generated guidance.
What I Did
- •Structured the suite around three major frameworks: EMPOWER, CORE, and RISE
- •Positioned EMPOWER as the psychometric and personality-intelligence layer, using structured surveys, LIWC-compatible analysis, profile matching, and coaching reports
- •Positioned CORE as the behavioral interview and self-discovery layer, using question taxonomies, STAR scoring, LLM judges, and iterative interview coaching
- •Positioned RISE as the self-authoring and reflective journaling layer, supporting personal narrative, values, goals, progress, and career-development reflection
- •Designed the frameworks to work together as a learner journey rather than disconnected assessments
- •Planned SCORM, xAPI, LRS, and LTI-compatible packaging so modules could be distributed through LMS and education platforms
- •Designed survey and module content for institutional delivery across universities, schools, and workforce-development programs
- •Used AI-generated coaching reports to translate structured learner data into practical feedback for careers, interviews, leadership, relationships, and personal development
The Outcome
Created a coherent workforce-development product suite from three deeper IP assets rather than a collection of one-off course modules.
Research Outcomes
Signal Quality
Improved the trustworthiness of operational security signals
Operational Clarity
Translated complex security data into clearer operating views
Stakeholder Visibility
Made technical risk and status easier to explain
Operational Impact
Turned raw telemetry into actionable security intelligence
Capabilities Demonstrated
Dashboard Development
Operational and executive views
Security Analytics
Signal investigation and event analysis
IAM / Access Control
Identity telemetry and access insights
SIEM Alert Debugging
Noise reduction and signal validation
Executive Reporting
Security data translated for leadership
Telemetry Normalization
Consistent and trusted data
Operational Reporting
Actionable views for security operations
Public-Safe Evidence
Shareable insights without sensitive data
Key Deliverables
- •RiverBanks workforce-development product architecture
- •EMPOWER psychometric module family
- •CORE behavioral interview module family
- •RISE self-authoring and journaling module family
- •Learner journey model
- •SCORM, xAPI, LRS, and LTI packaging strategy
- •AI coaching report workflow
- •Translation and reverse-translation strategy
Tools & Technologies
Consulting Translation
The reusable pattern is not Disney-specific: normalize fragmented security telemetry, debug low-signal alert behavior, build trusted operating views, and give leadership evidence they can act on without exposing sensitive systems.