← Back to home
Complete Portfolio Archive 27 End-to-End Instructional Design Kits

All work.

27 case studies engineered from the ground up — each shipping with a workplace needs diagnosis, Cathy Moore Action Map, playable 2D & 3D builds, and pre-committed Kirkpatrick L1–L4 evaluation targets.

Hiring Manager Shortcut

Looking for a specific L&D, Enablement, or EdTech competency?

Clients and datasets are composite industry scenarios built to demonstrate full-stack ID craft without NDA redactions. Use the filter bar below or inspect the role-by-role capability matrix.

Open Role & Capability Alignment Map →
27 Kits
Complete ADDIE & Action Mapping Chains
54+ Builds
Playable Scenario Engines & WebGL 3D Simulators
5 Domains
Ops · AI/SaaS · Clinical/Risk · Coaching · Analytics
L1 – L4
Pre-Committed Kirkpatrick Measurement Spine
Start Here Featured Flagship Case Studies (3 Archetypes)
Recommended first stops for a 3-minute portfolio review
Showing all 27 case studies
KIT 01 · 3D CUTAWAY + 21-DECISION ENGINE 2D + 3D SIM PRIMARY SIMULATION METRIC +11.4 °C CORE Surface IR +3.1 °C (Crust Masked) · 4-Gate Proto ◆ PLAYABLE SCENARIO + 3D SPATIAL LAB OUTER SHELL PASS SPEC CORE PROBE +11.4 °C C STEP 01 Gate 1: Logger Curve STEP 02 Gate 2: 3-Pt Probe STEP 03 Gate 3: +4 °C Staging STEP 04 Gate 4: Split Reject
Kit 01 · Cold-Chain Check Frontline & Operations
Chilled Logistics & Supply Chain · Dock Receivers (EN/NL)

Cold-Chain Goods-In: Decision Training for Dock Receivers

21 dock decisions with consequence feedback, 4-Gate receiving protocol, WebGL 3D cutaway bay simulator, 90s bilingual explainer, and a randomized 7-of-8 certification bank.

Scenario-Based Learning · 3D Simulation · xAPI Certification

KIT 02 · MULTI-ROLE LAUNCH ENABLEMENT 2D + 3D SIM PRIMARY SIMULATION METRIC 9 COUNTRIES · 4 LANGS KB + Gap Radar · Support Triage Tree · CSA Guide ◆ PLAYABLE SCENARIO + 3D SPATIAL LAB ACTIVE WORKBENCH guided_sim.v4 Role-Safe Sandbox ✓ GOVERNANCE PASS Audit Log Recorded 2D + 3D Linked STEP 01 Role-Filtered KB STEP 02 Triage Decision Tree STEP 03 4-Step In-App Tour STEP 04 Day-30 KPI Spine
Kit 02 · LaunchReady AI & Digital Enablement
B2B Freight SaaS · Support, Sales CSAs & 60+ Partner Orgs

Launch-Day Enablement: Support, Sales and 60+ Partners

Launching a flagship feature across 9 countries and 4 languages in 12 days: searchable KB with Gap Radar, Support triage decision-tree widget, rehearsed CSA in-app tour, and day-30 KPI spine.

Product Enablement · Knowledge Systems · In-App Guided Tour

KIT 03 · LIVE WORKSHOP + OBSERVER RUBRIC 2D + 3D SIM PRIMARY SIMULATION METRIC SBI-C RUBRIC Δ Round 1 → Round 2 Behavioral Delta · Triad Role- ◆ PLAYABLE SCENARIO + 3D SPATIAL LAB COUNTERPART PROMPT High-pressure human moment MOVE A · DIAGNOSTIC / JOIN De-escalates & builds trust MOVE B · SCRIPTED / DEFENSIVE LIVE RUBRIC & CONSEQUENCE FEEDBACK STEP 01 Situation Pinpoint STEP 02 Observable Behavior STEP 03 Impact Statement STEP 04 Commitment Ask
Kit 03 · Feedback That Sticks Facilitation, Coaching & Care
Enterprise Operations · 80 Team Leads (Cohorts of 14)

Feedback Conversations: Run-Sheet, Role-Play, Rubric

90-minute practice workshop around SBI-C: minute-level facilitator run-sheet with recovery lines, live role-plays scored on a digital observer rubric, and Round-1 → Round-2 delta as L2 learning proof.

Workshop Facilitation · Digital Rubric · Behavioral Transfer

KIT 04 · HALLUCINATION AUDIT & VERIFY LADDER 2D + 3D SIM PRIMARY SIMULATION METRIC 3 OF 5 RISKS CAUGHT Invented Clause 4.2 · Unverified €412 Refund Pro ◆ PLAYABLE SCENARIO + 3D SPATIAL LAB INSPECTION SURFACE ⚠ SEEDED RISK / ANOMALY #1 ✓ VERIFIED EVIDENCE RECORD SCORE: CATCH RATE × ZERO OVER-FLAG STEP 01 1. Fact Check STEP 02 2. Policy Match STEP 03 3. Tone Audit STEP 04 4. Safe Send Call
Kit 04 · Train the AI, Check the AI AI & Digital Enablement
Customer Support Operations · AI-Assisted Agent Workflows

AI-Assisted Customer Email: Verify Before You Send

Hallucinated-draft reveal → 3-of-5 risk hotspot hunt → 4-rung Verify ladder → branching send decision with customer-consequence feedback, paired with a floor-ready verification one-pager.

AI Literacy · Human-in-the-Loop · Scenario-Based Verification

KIT 05 · 30-60-90 TIME-TO-PROFICIENCY MAP 2D + 3D SIM PRIMARY SIMULATION METRIC 41 → 26 DAYS SOLO 5 Exit-Data Failure Modes Pinned to Cohort Check ◆ PLAYABLE SCENARIO + 3D SPATIAL LAB GATE 01–02 Verified Lock GATE 03–04 Transfer Proof KPI SPINE: BASELINE → TARGET Zero Sequence Breakpoints STEP 01 D1-5: Dock Ready STEP 02 D6-20: Supervised STEP 03 D21-35: Solo Net STEP 04 D36-41: Parity Gate
Kit 05 · Onboarding Academy Program Design & Analytics
Multi-Site Logistics · New-Hire Cohort Curriculum (30-60-90)

New-Hire Onboarding Program: Days to Solo, 41 → 26

Time-to-proficiency curriculum built around one metric (days to solo quality parity, 41 → 26): five failure modes from exit data pinned to risk moments, stakeholder pack, and pre-committed intervention triggers.

Curriculum Architecture · Time-to-Proficiency · L1–L4 Measurement

KIT 06 · GOVERNED AI PROMPT WORKBENCH 2D + 3D SIM PRIMARY SIMULATION METRIC 300 DESKS · 60 DAYS Finance, HR & Ops Personas · GDPR Red-Line G ◆ PLAYABLE SCENARIO + 3D SPATIAL LAB ACTIVE WORKBENCH guided_sim.v4 Role-Safe Sandbox ✓ GOVERNANCE PASS Audit Log Recorded 2D + 3D Linked STEP 01 Context Framing STEP 02 Constraint Spec STEP 03 PII Scrubbing STEP 04 Critique Loop
Kit 06 · AI at Your Desk AI & Digital Enablement
Corporate Knowledge Work · 300 Desk Workers & Team Managers

AI Adoption Program: From Curious to Governed Weekly Use

Moving 300 knowledge workers from AI-curious to governed weekly habits in 60 days: three role personas with real task math, interactive prompt-pattern workbench, manager coaching pack, and GDPR red-lines.

AI Adoption · Prompt Engineering · Governance & Change

KIT 07 · DISPENSARY VIGILANCE & SIGNAL DETECTION 2D + 3D SIM PRIMARY SIMULATION METRIC CATCH vs OVER-FLAG Rx 1/4: Amoxicilline + Penicillin-V Duplicate Cl ◆ PLAYABLE SCENARIO + 3D SPATIAL LAB INSPECTION SURFACE ⚠ SEEDED RISK / ANOMALY #1 ✓ VERIFIED EVIDENCE RECORD SCORE: CATCH RATE × ZERO OVER-FLAG STEP 01 LASA Sound-Alike STEP 02 Renal Dose Cap STEP 03 Duplicate Beta-Lactam STEP 04 Clean Order Pass
Kit 07 · MedCheck Compliance, Risk & Clinical
Hospital Pharmacy · Clinical Verification & High-Alert Dosing

Pharmacy Double-Check Training: Errors vs Over-Flags

Annotate clinical prescriptions like a real double-check and get scored on catches, misses, and false-positive over-flags — teaching signal discrimination across seeded error families vs. clean orders.

Clinical Safety · Signal Discrimination · High-Stakes Assessment

KIT 08 · VISITOR POSTURE & INQUIRY ENGINE 2D + 3D SIM PRIMARY SIMULATION METRIC 4 VISITOR ARCHETYPES Join the Posture vs. Scripted Plaque Recitation ◆ PLAYABLE SCENARIO + 3D SPATIAL LAB COUNTERPART PROMPT High-pressure human moment MOVE A · DIAGNOSTIC / JOIN De-escalates & builds trust MOVE B · SCRIPTED / DEFENSIVE LIVE RUBRIC & CONSEQUENCE FEEDBACK STEP 01 1. The Skeptic STEP 02 2. The Specialist STEP 03 3. School Worksheet STEP 04 4. Quiet Grief
Kit 08 · Gallery Hours Facilitation, Coaching & Care
Cultural Institutions & Museums · Visitor Experience Docents

Docent Conversation Training: Four Visitor Types

Four gallery visitors and three docent moves each — scored on whether you join the visitor’s underlying posture (curiosity, expertise, assignment, grief) or manage them with scripted facts.

Interpersonal Simulation · Empathy & Inquiry · Cultural L&D

KIT 09 · OFFSHORE SCADA TELEMETRY SIMULATOR 2D + 3D SIM PRIMARY SIMULATION METRIC 68 °C · 2.1 mm/s Alarm 087 Bearing High · €2,400/day Hold vs. OEM ◆ PLAYABLE SCENARIO + 3D SPATIAL LAB CHANNEL A LIVE HUD THRESHOLD CRITICAL DECISION GATE: HOLD vs. COMMIT STEP 01 Wind: 9.0 m/s STEP 02 Nacelle: 68 °C STEP 03 Vib: 2.1 mm/s STEP 04 Hold / Restart Call
Kit 09 · Turbine 7 Frontline & Operations
Offshore Wind O&M · Control-Room Technicians & Shift Leads

Wind-Turbine Alarm Calls: Restart or Hold?

A SCADA-style telemetry HUD, four vibration/thermal alarm patterns, and a production desk pushing for megawatts. Every safe hold has a visible revenue cost — scored on decision pattern, not luck.

Technical Simulation · SCADA Telemetry · High-Consequence Decisions

KIT 10 · CONTROLLER SECOND-SIGNATURE AUDIT 2D + 3D SIM PRIMARY SIMULATION METRIC 4 APPROVAL MEMOS Rejecting the “Sign-With-A-Note” Rationalization ◆ PLAYABLE SCENARIO + 3D SPATIAL LAB INSPECTION SURFACE ⚠ SEEDED RISK / ANOMALY #1 ✓ VERIFIED EVIDENCE RECORD SCORE: CATCH RATE × ZERO OVER-FLAG STEP 01 Q3 Cutoff Pull-In STEP 02 Accrual Release STEP 03 Related-Party Note STEP 04 Hard Hold Call
Kit 10 · The Second Signature Compliance, Risk & Clinical
Corporate Finance & Audit Control · Approvers & Controllers

Finance Judgment: The Rule-Adjacent Moments

Four approval memos, each featuring a plausible “sign-with-a-note” trap across revenue timing, accrual rounding, conflict disclosure, and forecast adjustments.

Financial Controls · Ethical Judgment · Scenario Assessment

KIT 11 · DUAL-METRIC POS QUEUE SIMULATOR 2D + 3D SIM PRIMARY SIMULATION METRIC DIGNITY × SPEED Queue Depth: 6 Waiting · Declined-PIN De-Escalat ◆ PLAYABLE SCENARIO + 3D SPATIAL LAB COUNTERPART PROMPT High-pressure human moment MOVE A · DIAGNOSTIC / JOIN De-escalates & builds trust MOVE B · SCRIPTED / DEFENSIVE LIVE RUBRIC & CONSEQUENCE FEEDBACK STEP 01 Declined Card Grace STEP 02 Coupon Dispute STEP 03 ID Check Calm STEP 04 Queue Pacing
Kit 11 · Checkout Zero Frontline & Operations
High-Volume Retail · Week-One Frontline Cashiers

Week-One Cashier Training: Dignity Under Queue Pressure

Four customer encounters with a live queue counter where customer dignity is scored alongside transaction speed — centering on de-escalation during a declined-PIN moment.

Frontline Onboarding · De-Escalation · Dual-Metric Scoring

KIT 12 · DIAGNOSTIC DIFFERENTIATION COACH 2D + 3D SIM PRIMARY SIMULATION METRIC 4 LEARNER BARRIERS Diagnose Root Cognitive Barrier Before Task Assi ◆ PLAYABLE SCENARIO + 3D SPATIAL LAB STRUCTURAL HIGH IMPACT Evidence-Backed ISOLATED CONTEXT ONLY Hold Action SYMPTOM NOISE / TRAP DECORATIVE REJECT FIX STEP 01 Early Finisher STEP 02 Place-Value Bug STEP 03 Decoding Load STEP 04 Timed-Test Freeze
Kit 12 · The Mixed Classroom Facilitation, Coaching & Care
K-12 & Higher Education PD · Classroom Differentiation

Differentiation Practice: Diagnose the Barrier First

One teaching day across four classroom forks (early finisher, conceptual bug, dyslexia access, test anxiety) — scored on whether the teacher diagnoses the learning barrier before assigning a task.

Educator PD · Diagnostic Pedagogy · Branching Classroom Scenarios

KIT 13 · HEADER & DOMAIN FORENSICS DRILL 2D + 3D SIM PRIMARY SIMULATION METRIC 3 THREATS · 1 LEGIT Right-to-Left Domain Parse · Zero-Paranoia Triag ◆ PLAYABLE SCENARIO + 3D SPATIAL LAB INSPECTION SURFACE ⚠ SEEDED RISK / ANOMALY #1 ✓ VERIFIED EVIDENCE RECORD SCORE: CATCH RATE × ZERO OVER-FLAG STEP 01 Lookalike Domain STEP 02 OAuth Consent Trap STEP 03 Urgent CFO Spoof STEP 04 Valid Ops Request
Kit 13 · Don't Click Compliance, Risk & Clinical
Information Security · Enterprise Phishing Triage

Phishing Recognition Drill: Report, Verify or Trust

Three social-engineering attack families plus one genuine colleague request — training right-to-left domain inspection and penalizing paranoid false-reporting of legitimate urgent work.

Cybersecurity Awareness · Threat Triage · Behavioral Drill

KIT 14 · FLIGHT KL-1287 · T-90 CREW BRIEFING 2D + 3D SIM PRIMARY SIMULATION METRIC 6-STEP SOP ORDER Who We Are → Today’s Flight → Safety → Security ◆ PLAYABLE SCENARIO + 3D SPATIAL LAB GATE 01–02 Verified Lock GATE 03–04 Transfer Proof KPI SPINE: BASELINE → TARGET Zero Sequence Breakpoints STEP 01 1. Docs & Roll Call STEP 02 2. Door Modes Armed STEP 03 3. Sterile-Area Q STEP 04 4. PRM & Service
Kit 14 · Boarding Now Frontline & Operations
Commercial Aviation · Pursers & Cabin Crew Pre-Flight

Cabin-Crew Briefings: Rebuild the Sequence in SOP Order

Sequence-reconstruction trainer under turnaround delay pressure: learners assemble the pre-flight briefing in strict SOP order with immediate break-point remediation. Service flexes; safety never does.

Aviation SOP · Procedural Sequencing · Turnaround Simulation

KIT 15 · SUNDOWNING VALIDATION THERAPY SIM 2D + 3D SIM PRIMARY SIMULATION METRIC JOIN vs CORRECT 16:30 Bus-Stop Distress · Emotional Regulation T ◆ PLAYABLE SCENARIO + 3D SPATIAL LAB COUNTERPART PROMPT High-pressure human moment MOVE A · DIAGNOSTIC / JOIN De-escalates & builds trust MOVE B · SCRIPTED / DEFENSIVE LIVE RUBRIC & CONSEQUENCE FEEDBACK STEP 01 Validate Emotion STEP 02 Avoid Reality Clash STEP 03 Sensory Anchor STEP 04 Calm Walk Transition
Kit 15 · The Long Goodbye Facilitation, Coaching & Care
Memory & Dementia Care · Residential Caregivers (EN/NL)

Dementia Communication: Join Her Reality

Four late-afternoon care moments with no easy textbook answers — contrasting validation therapy (“joining her reality”) against the escalation caused by factual correction or brusque redirection.

Healthcare Empathy · Validation Practice · Bilingual Care Scenarios

KIT 16 · BRIGADE RAIL · 14 OPEN TICKETS (18:47) 2D + 3D SIM PRIMARY SIMULATION METRIC TICKET #48 · CELIAC Crumb-Level Gluten-Free Callout & Top-Shelf ◆ PLAYABLE SCENARIO + 3D SPATIAL LAB CHANNEL A LIVE HUD THRESHOLD CRITICAL DECISION GATE: HOLD vs. COMMIT STEP 01 Verbal All-Call STEP 02 Clean Pan Swap STEP 03 Utensil Isolation STEP 04 Pass Verification
Kit 16 · Friday Rush Frontline & Operations
Commercial Hospitality · Line Cooks & Brigade Leads

Kitchen Service Decisions: Allergens Under Pressure

Friday dinner service on the garnish station with a live rail timer: handling a mid-rush celiac modification, cross-contact resets, and brigade communication without dropping food safety.

HACCP & Allergen Safety · High-Tempo Simulation · Frontline

KIT 17 · INTERACTION BUDGETING WORKBENCH 2D + 3D SIM PRIMARY SIMULATION METRIC TEACH vs DECORATE Allocating Build Points to High-Transfer Decisio ◆ PLAYABLE SCENARIO + 3D SPATIAL LAB STRUCTURAL HIGH IMPACT Evidence-Backed ISOLATED CONTEXT ONLY Hold Action SYMPTOM NOISE / TRAP DECORATIVE REJECT FIX STEP 01 Cut Click-to-Reveal STEP 02 Fund Consequence Sim STEP 03 Job-Aid Extraction STEP 04 Cognitive Load Cap
Kit 17 · Screen Nine Program Design & Analytics
L&D Design Governance · Instructional Designers & SMEs

E-Learning Scene Budgeting: Teach or Decorate?

Interactive storyboard-budgeting workbench across three module briefs: allocate production effort across scenes and get scored on whether each interaction builds transfer or merely decorates slides.

Instructional Design Craft · Cognitive Load · Interaction Budgeting

KIT 18 · 12-ARTIFACT VETTING DOSSIER MATRIX 2D + 3D SIM PRIMARY SIMULATION METRIC PATTERN vs STORY Overcoming Vividness Bias in Multi-Year Omission ◆ PLAYABLE SCENARIO + 3D SPATIAL LAB STRUCTURAL HIGH IMPACT Evidence-Backed ISOLATED CONTEXT ONLY Hold Action SYMPTOM NOISE / TRAP DECORATIVE REJECT FIX STEP 01 Classify: PATTERN STEP 02 Classify: ISOLATED STEP 03 Classify: CONTEXT STEP 04 Evidence-Cited Call
Kit 18 · The Faithful Copy Compliance, Risk & Clinical
Background Screening & Vetting · Adjudication Analysts

Vetting Adjudication: Weight the Pattern, Not the Story

Twelve dossier artifacts containing one vivid isolated disclosure and one quiet multi-year pattern of omissions. Analysts classify PATTERN / ISOLATED / CONTEXT before committing to a clearance verdict.

Investigative Judgment · Cognitive Bias Mitigation · Dossier Sim

KIT 19 · MONDAY 08:40 L&D INBOX TRIAGE 2D + 3D SIM PRIMARY SIMULATION METRIC 8 TICKETS · 3 LANES SOLVE / ESCALATE / DOCUMENT · Eliminating Hero-M ◆ PLAYABLE SCENARIO + 3D SPATIAL LAB ACTIVE WORKBENCH guided_sim.v4 Role-Safe Sandbox ✓ GOVERNANCE PASS Audit Log Recorded 2D + 3D Linked STEP 01 SCORM Manifest Fix STEP 02 Vendor SLA Escalate STEP 03 Audit Log Entry STEP 04 SOP Rule Citation
Kit 19 · Desk Zero Program Design & Analytics
Corporate L&D Operations · Learning Coordinators & Ops

L&D Operations Triage: Solve, Escalate, Document

Monday 08:40 inbox simulation with eight competing stakeholder requests and three routing lanes (SOLVE, ESCALATE, DOCUMENT), with SOP-cited feedback diagnosing “hero mode” vs. “escalitis.”

L&D Operations · Triage Workflows · SOP Decision Training

KIT 20 · COHORT TELEMETRY DIAGNOSTIC WALL 2D + 3D SIM PRIMARY SIMULATION METRIC L1–L4 ROOT CAUSE Isolating SSO Friction & Item Flaws Before R ◆ PLAYABLE SCENARIO + 3D SPATIAL LAB CHANNEL A LIVE HUD THRESHOLD CRITICAL DECISION GATE: HOLD vs. COMMIT STEP 01 Cohort A: SSO Drop STEP 02 Cohort B: Bad Distractor STEP 03 Cohort C: Manager Gap STEP 04 Unlock Prescription
Kit 20 · LMS Pulse Program Design & Analytics
Learning Analytics & L&D Leadership · Data-Driven Triage

Learning Analytics: Diagnose Before You Prescribe

Three cohort telemetry dashboards and an executive declaring the training broken. Prescriptions stay locked until the analyst isolates whether the failure is access, assessment design, or floor transfer.

Learning Analytics · Kirkpatrick Diagnostics · Performance Consulting

KIT 21 · 4-QUARTER FACULTY GOVERNANCE SIM 2D + 3D SIM PRIMARY SIMULATION METRIC Q1 → Q4 HANDOVER Converting Mandate Compliance into Faculty Custo ◆ PLAYABLE SCENARIO + 3D SPATIAL LAB GATE 01–02 Verified Lock GATE 03–04 Transfer Proof KPI SPINE: BASELINE → TARGET Zero Sequence Breakpoints STEP 01 Deans Council STEP 02 Research Chairs STEP 03 Teaching Fellows STEP 04 Program Directors
Kit 21 · The Quad Program Design & Analytics
Higher Education Change Management · Faculty & Deans

Implementation Governance: Compliance vs Custodianship

Four academic factions across four quarters: allocate governance moves to convert top-down policy compliance into faculty custodianship so the curriculum survives the Q4 project handover.

Change Management · Stakeholder Governance · Strategy Sim

KIT 22 · ADVISING BOUNDARY & REFERRAL SIM 2D + 3D SIM PRIMARY SIMULATION METRIC JOIN → REFER → LOOP Spotting Distress Behind Administrative Extensio ◆ PLAYABLE SCENARIO + 3D SPATIAL LAB COUNTERPART PROMPT High-pressure human moment MOVE A · DIAGNOSTIC / JOIN De-escalates & builds trust MOVE B · SCRIPTED / DEFENSIVE LIVE RUBRIC & CONSEQUENCE FEEDBACK STEP 01 Hear Beneath Pretext STEP 02 Hold Advisor Scope STEP 03 Warm Handover STEP 04 48h Follow-Up Note
Kit 22 · Four Rooms Facilitation, Coaching & Care
University Student Support · Academic Advisors & Tutors

Student Wellbeing Conversations: Join, Refer, Follow Up

Four advising conversations where students open with an administrative pretext masking a deeper wellbeing crisis — scored across the complete Join → Refer → Follow-Up boundary protocol.

Pastoral Triage · Referral Boundaries · Conversation Simulation

KIT 23 · 9-SIGNAL FATIGUE TRIAGE WALL 2D + 3D SIM PRIMARY SIMULATION METRIC +31% ZIEKMELDINGEN Clustering 9 Signals into 3 Structural Causes (N ◆ PLAYABLE SCENARIO + 3D SPATIAL LAB STRUCTURAL HIGH IMPACT Evidence-Backed ISOLATED CONTEXT ONLY Hold Action SYMPTOM NOISE / TRAP DECORATIVE REJECT FIX STEP 01 Monday Absence Spike STEP 02 WhatsApp Swap Market STEP 03 18:00 Handover Chaos STEP 04 Structural Fix Only
Kit 23 · Shift Keeper Program Design & Analytics
Workforce Sustainability & HR Advisory · Operations Leads

Wellbeing Signal Triage: Diagnose Before the Fix

Nine operational fatigue signals, three structural root causes, and a tight intervention budget — built to separate structural roster/workload fixes from performative “wellbeing-washing.”

Organizational Diagnostics · HR Advisory · Root-Cause Simulation

KIT 24 · HUMAN-IN-THE-LOOP AI ROSTER PLANNER 2D + 3D SIM PRIMARY SIMULATION METRIC 94% AI OCCUPANCY Catching Hidden Rest-Window & Caregiver Viol ◆ PLAYABLE SCENARIO + 3D SPATIAL LAB ACTIVE WORKBENCH guided_sim.v4 Role-Safe Sandbox ✓ GOVERNANCE PASS Audit Log Recorded 2D + 3D Linked STEP 01 11h Rest Breach STEP 02 Split-Shift Fatigue STEP 03 Override + Log Why STEP 04 Model Feedback Tag
Kit 24 · Roster Reset AI & Digital Enablement
AI-Assisted Workforce Planning · Resource & Shift Planners

AI Rostering: Accept, Edit, Override — and Log Why

Four weeks of AI-generated shift schedules at 94% occupancy, each containing a hidden human or regulatory flaw. Planners must accept, edit, or override with an audit-ready rationale.

Human-in-the-Loop AI · Operational Planning · Audit Justification

KIT 25 · 22:00 ASYNC SHIFT HANDOVER STRESS-TEST 2D + 3D SIM PRIMARY SIMULATION METRIC 0 AMBIGUITY SCORE Testing Your Handover Note Against 3 Unattended ◆ PLAYABLE SCENARIO + 3D SPATIAL LAB GATE 01–02 Verified Lock GATE 03–04 Transfer Proof KPI SPINE: BASELINE → TARGET Zero Sequence Breakpoints STEP 01 State Exact Threshold STEP 02 Name Rollback Owner STEP 03 Link Live Runbook STEP 04 22:00 Solo Sim Pass
Kit 25 · The Handover AI & Digital Enablement
Distributed Operations · Async Global Shift Handovers

Async Process Handover: Built for the 22:00 Reader

Ten process elements, a strict clarity budget, and a next-shift operator at 22:00 with nobody online to ask. The simulator runs your handover note against live edge cases and itemizes every ambiguity.

Knowledge Management · Async Documentation · Operational Clarity

KIT 26 · 12-TO-5 EXECUTIVE SYNTHESIS DECK 2D + 3D SIM PRIMARY SIMULATION METRIC 5 SLOTS · 1 CALL Distilling 12 Raw BI Cards into Mechanism + Trad ◆ PLAYABLE SCENARIO + 3D SPATIAL LAB STRUCTURAL HIGH IMPACT Evidence-Backed ISOLATED CONTEXT ONLY Hold Action SYMPTOM NOISE / TRAP DECORATIVE REJECT FIX STEP 01 1. Anchor Signal STEP 02 2. Causal Driver STEP 03 3. Explicit Trade-Off STEP 04 4. Board Decision
Kit 26 · Board Brief Program Design & Analytics
Executive Decision Support · Strategy & BI Analysts

Executive Briefing: Twelve Data Cards, One Decision

Twelve competing metric cards, five briefing slots, one recommendation, and one explicit trade-off — training analysts to synthesize causal mechanisms rather than dumping raw dashboards on executives.

Data Storytelling · Executive Synthesis · Decision Architecture

KIT 27 · SME EXTRACTION → 4-GATE CCP TANK LINE 2D + 3D SIM PRIMARY SIMULATION METRIC 6.9 °C · PH 5.20 Founder Quote Traceability · Tank-Line Excursion ◆ PLAYABLE SCENARIO + 3D SPATIAL LAB OUTER SHELL PASS SPEC CORE PROBE 6.9 °C · P STEP 01 Gate 1: 6.9 °C Probe STEP 02 Gate 2: 72 °C / 15s STEP 03 Gate 3: Curd Cut Window STEP 04 Gate 4: Brine & pH Log
Kit 27 · Craft Dairy Frontline & Operations
Artisanal Food Production · SME Capture & Floor Operators

Craft-Dairy Process Training: Expert Interview to Floor-Ready Kit

Converting a founder’s tacit cheese-making craft into a login-free system as staff scales 6 → 24: interactive SME interview requirement explorer, 4-gate tank-line CCP module, and bilingual floor manual.

SME Knowledge Extraction · HACCP / CCP Gates · Print & Tablet Kit