Site Map

Education Path & ROI 36 tools

• #01 Credential ROI Suite
• #03 Graduate School ROI Comparator
• #17 MBA Program Fit & ROI Ranker
• #18 Test Prep Investment Analyzer
• #19 International Student Cost Modeler
• #31 Trade vs. Degree ROI Engine
• #34 Professional Degree ROI Ranker
• #43 Dual Enrollment ROI Calculator
• #45 Tutor ROI Calculator
• #46 Test Retake Decision Engine
• #47 MBA Application Portfolio Optimizer
• #49 PhD vs. Industry Pivot Calculator
• #50 Law School ROI by Career Track
• #51 GMAT vs. GRE Strategic Choice Engine
• #52 Executive MBA vs. Full-Time MBA Decision Engine
• #54 TOEFL vs. IELTS vs. Duolingo Choice Engine
• #55 LSAT Score → Law School Tier Match & Financial Planner
• #56 MBA Scholarship Strategy Engine
• #57 MBA Admissions Consulting ROI Calculator
• #58 MBA Yield Decision Engine
• #59 Dual Degree ROI Calculator
• #60 Online MBA vs. EMBA vs. Full-Time MBA 4-Path Comparator
• #61 MBA Waitlist Expected Value Engine
• #62 Deferred Enrollment MBA Decision Engine
• #63 MBA Reapplicant EV Engine
• #64 One-Year vs. Two-Year MBA Global Comparator
• #65 Law School Early Decision EV Engine
• #66 MiM vs. MBA Timing Engine
• #93 Internship ROI Calculator
• #94 Community College Transfer ROI
• #95 Grad Certificate vs. Master's Engine
• #96 Adult Learner Degree Completion ROI
• #118 Teacher Salary Schedule & Lifetime Earnings Projector
• #119 Master's / Lane-Change ROI for Educators
• #121 Teacher Pension Multiplier & Vesting Estimator
• #168 Degree Plan Change Engine

Compensation & Offers 34 tools

• #04 Benefits Open Enrollment Optimizer
• #05 Offer Negotiation Suite
• #21 Equity Compensation Analyzer
• #23 Freelance / 1099 Total Cost Calculator
• #25 Total Compensation Suite
• #26 Geo-Fiscal Arbitrage Simulator
• #29 AI Skills Premium Calculator
• #30 Federal vs. Private Sector Comp Comparator
• #32 Remote Work Tax Mapper
• #38 Early Career Net Worth Trajectory Engine
• #39 Signing Bonus Clawback Analyzer
• #40 Part-Time / Gig Income Optimizer
• #44 Deferred Comp 457(b) Decision Engine
• #48 Tuition Reimbursement True Value Calculator
• #89 Sales OTE & Commission Analyzer
• #92 Dual-Career Household Optimizer
• #105 HDHP vs. PPO Break-Even Calculator
• #109 ISO AMT Exposure Modeler
• #110 ESPP Break-Even & Optimal Sell Analyzer
• #112 Solo 401(k) vs. SEP-IRA Optimizer
• #115 RSU Withholding Gap Calculator
• #128 Raise-Ask Expected Value Calculator
• #135 Option Exercise Window Analyzer
• #137 QBI §199A Optimizer
• #138 S-Corp Reasonable Comp Analyzer
• #139 Home Office + Augusta Rule Optimizer
• #140 83(b) Election Decision Engine
• #141 Equity Exit Waterfall Modeler
• #142 QSBS §1202 Exclusion Estimator
• #130 Dependent Care FSA vs. CDCTC Optimizer
• #131 Parental Leave Income Gap Planner
• #132 Travel Nurse vs. Staff Comp Analyzer
• #133 Shift Differential & OT Optimizer
• #175 Exempt-Salary True Hourly Rate
• #176 Unused PTO Forfeiture Cost

Career Transition & Mobility 28 tools

• #06 Career Resilience Engine
• #07 Career Transition Suite
• #08 Separation Package Analyzer
• #09 Job Search ROI Tracker
• #10 Career Break & Reentry Cost Engine
• #33 Non-Compete Risk & Enforceability Screener
• #35 Military-to-Civilian Salary Bridge
• #90 Counter-Offer Decision Engine
• #91 Relocation Package Value Engine
• #98 Side Hustle Transition Calculator
• #104 AI Displacement Risk Screener
• #106 Employer Training Investment Payback Calculator
• #107 Turnover Cost Calculator
• #108 Retention Investment ROI Model
• #111 S-Corp Election Break-Even Modeler
• #116 Freelance Quarterly Estimated Tax Calculator
• #117 Caregiver Income Impact & Lost Earnings Estimator
• #129 Promotion vs. Job-Hop Calculator
• #134 COBRA vs. ACA Coverage Optimizer
• #136 Severance + UI Timing Sequencer
• #143 Federal / Public Buyout Decision Engine
• #122 Trade Wage Progression Projector
• #123 Trade Specialization & Cert ROI Calculator
• #124 Contractor Launch Break-Even Calculator
• #125 GI Bill Benefit Maximizer
• #126 SkillBridge & Credential Transfer ROI
• #127 Veteran Income Bridge Planner
• #177 Interview-Process Burden & Offer EV

Licensing & Credentials 7 tools

• #11 Human Capital Engine
• #12 CPD / CPE Credit Tracker
• #13 Exam Cost & Timeline Planner
• #28 Professional License Reciprocity Checker
• #41 Certification Renewal Cost Forecaster
• #97 Nursing Career Ladder ROI
• #120 National Board Certification (NBCT) ROI Calculator

Student Finance & Debt 12 tools

• #02 FAFSA SAI Simulator
• #14 Scholarship ROI Tracker
• #20 Parent College ROI Planner
• #22 Student Loan Repayment Optimizer
• #24 Education Savings Projector
• #42 ISA vs. Student Loan Comparator
• #101 RAP vs. Standard Decision Engine
• #102 Grad Loan Cap Gap Planner
• #103 529 Lifelong Learning Maximizer
• #113 PSLF Qualifying Payment Counter
• #114 Student Loan Refinancing Break-Even Calculator
• #169 Extra-Semester Funding Gap Planner

Workforce Development 5 tools

• #15 Workforce Board ROI Report Generator
• #16 Apprenticeship & Earn-and-Learn Matcher
• #36 Workforce Pell Eligibility Screener
• #37 Workforce Pell Credential Value Ranker
• #170 Workforce Cost-per-Outcome Ladder
• #171 Counterfactual Haircut Adjuster

Selected Studies: Methods 3 tools

• #172 Lurking-Variable Reversal Detector
• #173 Parallel-Trends & Placebo Checker
• #182 Statistical Reasoning Lab
• #183 Response-Rate Sensitivity Lab
• #184 Levels-of-Analysis Lab

Immigration & Visa 4 tools

• #27 Visa Strategy Navigator
• #53 STEM OPT Financial Runway Planner
• #144 H-1B Job-Change Risk & Cost Calculator
• #145 Green-Card Priority-Date Wait-Cost Estimator

Agentic Tooling 1 tool

• #146 Policy Mandate Advisor Prompt Composer

Selected Studies — Education 5 tools

• #67 Backward-Design Lesson Builder
• #68 Assessment Item Writer + Distractor Analyzer
• #69 Classroom Decision Simulator
• #70 GT Differentiation Designer
• #71 First-Time Instructor Toolkit

Selected Studies — ESL/TEFL 5 tools

• #72 CEFR Text Leveler
• #73 L1-Interference Spotter (Mandarin→English)
• #74 Error-Correction Triage
• #75 TKT Framework Lesson Stager
• #99 L1-Interference Spotter (Spanish→English)

Selected Studies — History 4 tools

• #76 Primary Source Workbench
• #77 Historiography Comparator
• #78 Anachronism Detector
• #79 Counterfactual Stress-Tester

Selected Studies — Sport Management 4 tools

• #80 Franchise vs. Promotion/Relegation Comparator
• #81 Survey Study Designer
• #82 Payroll Efficiency Classroom
• #83 Umpire Accuracy Lab

Selected Studies — Economics 6 tools

• #84 Micro Theory Sandbox
• #85 Comparative Economic Systems Explorer
• #86 Ask the Economists Panel
• #87 American Economic History Case Files
• #88 Principles of Economics Refresher
• #100 Game Theory Payoff Matrix

Personal Finance & Life Events 22 tools

• #146 Crypto Tax-Loss Harvesting Calculator
• #147 Staking & Airdrop Income Tax Impact Modeler
• #148 RMD & Withdrawal Sequencer
• #149 Roth Conversion Window Calculator
• #150 IRMAA Bracket Calculator
• #151 Medicare Plan Comparison
• #152 Medicare Out-of-Pocket Exposure Modeler
• #153 Total Cost of Homeownership
• #154 Home Affordability (28/36)
• #155 Rental Property Deal Screener
• #156 Rental Depreciation & Tax Shield Modeler
• #157 Business Valuation Estimator
• #158 Owner Salary Normalization
• #159 Business Sale Tax Impact Modeler
• #160 Marital Asset Division
• #161 Spousal Support Illustrative Range
• #162 QDRO Pension Split Modeler
• #163 Net Estate Value and Probate Exposure
• #164 Estate Tax Liability
• #165 Annual Gift Exclusion Strategy
• #166 Long-Term Care Cost Estimator
• #167 Medicaid Spend-Down Modeler

OCG-Industries Showcase 111 exemplars

Showcase gallery →

• SC-01 Hash-Seeded Generative Art
• SC-02 ARG Puzzle Gates
• SC-03 Remix Lineage
• SC-04 Chaingraph Sonification
• SC-05 Generative Mesh Descriptor
• SC-06 Content Credential Binding
• SC-07 Material Passport Lineage
• SC-08 Proof of Play
• SC-09 Training Path Attestation
• SC-10 Commit and Reveal Dice
• SC-11 World State Checkpoint
• SC-12 Branching Fiction Lineage
• SC-13 Edition Revision Ledger
• SC-14 Consent Scope Check
• SC-15 Lore Canon Boundary
• SC-16 Source Chain Integrity
• SC-20 Handoff Integrity
• SC-21 Claim Source Audit
• SC-27 Rail Decision Provenance
• SC-28 Mandate Audit Chain
• SC-29 ISO 20022 Message Lineage
• SC-30 Hedge Execution Lineage
• SC-31 Reconciliation Evidence Package
• SC-32 Treasury Memo Lineage
• SC-33 CBDC Interop Handoff
• SC-34 Reserve Attestation Integrity
• SC-35 Chart to Endpoint Lineage
• SC-36 Contract Lifecycle Diff
• SC-37 Carbon Border Declaration Readiness
• SC-38 Autonomous Command Audit
• SC-39 Replication Receipt
• SC-40 Professional Skills Lineage
• SC-41 Claims Lifecycle Walk
• SC-42 Title Chain Continuity
• SC-43 News Asset Provenance
• SC-44 Certificate Retirement Check
• SC-45 Civic Decision Record
• SC-47 Pipeline Run Fingerprint
• SC-48 Scenario Constraint Certification
• SC-49 Synthesis Route Continuity
• SC-50 Detector Dataset Certification
• SC-51 Telemetry Acknowledgement Audit
• SC-58 SBOM Dependency Provenance
• SC-59 VEX Vulnerability Disclosure Timeline
• SC-60 MCP Server Attestation
• SC-61 CI/CD Build Provenance
• SC-62 Document Integrity and Timestamp Anchor
• SC-63 Electronic Bill of Lading Title Transfer
• SC-64 Customs Declaration Lineage
• SC-65 E-Invoice Clearance (ViDA)
• SC-66 Letter of Credit Document Set
• SC-67 Pharma Serialization and Saleable Returns
• SC-68 Food Traceability and 24 Hour Recall (FSMA 204)
• SC-69 Luxury Goods and Digital Product Passport
• SC-70 Anti-Counterfeit Consumer Verification
• SC-71 Multi-Party Supply-Chain Interoperability
• SC-72 EUDR Due Diligence Statement Validation
• SC-73 EUDR Supply-Chain Risk and Traceability
• SC-74 C2PA Content Credential Verification
• SC-75 AI Content Disclosure (AI Act Article 50)
• SC-76 Deepfake Consumer Verification
• SC-77 Cross-Vendor Provenance Interoperability
• SC-94 CBAM Filing Pack
• SC-95 Interconnection Readiness Score
• SC-96 Prior-Auth Deadline Receipt
• SC-97 Prior-Auth Metrics Pack
• SC-98 Payer AI-Decisioning Audit
• SC-99 Tolerance-Cure Receipt
• SC-100 Wire and Payoff Instruction Binding
• SC-101 Suspect-Product Disposition Receipt
• SC-102 Saleable-Return Verification
• SC-103 Lot Receipt for Tracking Events
• SC-104 Open Badges 3.0 Issuance Lint
• SC-105 EUDI Diploma Readiness
• SC-106 Skills-Verification Coverage Gate
• SC-107 EU-Taxonomy Green-CapEx Gate
• SC-108 Agency Salability Pre-Check
• SC-109 Dispenser EDDS Readiness
• SC-110 24-Hour Recall Pack
• SC-111 EUDR Export Pack
• SC-17 Agent Memory Lineage
• SC-18 Benchmark Provenance
• SC-19 Agent Authority Envelope
• SC-22 Fine-tuning Lineage
• SC-23 Geocache Fragment Verification
• SC-24 Exhibit Visit Receipt
• SC-25 Attendance Reconciliation
• SC-26 Sensor Reading Plausibility
• SC-46 Workforce Credential Batch
• SC-52 Evidence Ledger Margin Check
• SC-53 DID Anchor Check
• SC-54 Verification Reuse Check
• SC-55 Credential Revocation Audit
• SC-56 Cross-Border eID Acceptance
• SC-57 Export Completeness Receipt
• SC-78 Agent Identity Verification
• SC-79 Agent Identity Publishing Readiness
• SC-80 SBOM Provenance Attestation
• SC-81 CRA Product Conformance
• SC-82 NIS2 Entity Scope and Obligations
• SC-83 NIS2 Incident Reporting and Supply-Chain Readiness
• SC-84 EMIR Trade Report Validation
• SC-85 EMIR Reconciliation and Lifecycle
• SC-86 IFRS 17 Measurement Model Classification Receipt
• SC-87 Solvency II SCR Ratio Disclosure
• SC-88 Solvency II to IFRS 17 Reconciliation
• SC-89 Risk Adjustment Attestation
• SC-90 Markdown Document Conversion Receipt
• SC-91 Tabular Data Conversion Receipt
• SC-92 CAMT.053 Reconciliation Parse
• SC-93 Content Provenance Stamp

Workflows 40

• WF-01 New Offer Decision Suite
• WF-02 Grad School Decision Engine
• WF-03 Career Pivot Playbook
• WF-04 Credentialing Fast-Track
• WF-05 College Financial Planning Suite
• WF-06 Freelance Leap Calculator
• WF-07 Career Exit & Restart Planner
• WF-08 International Career Navigator
• WF-09 AI Career Transition Playbook
• WF-10 Federal Job Decision Suite
• WF-11 Education Path Decision Engine
• WF-12 Remote Work & Relocation Suite
• WF-13 MBA Aspirant Complete Playbook
• WF-14 Employer Education Benefit Maximizer
• WF-15 Law & Professional School Full Journey
• WF-16 Mid-Career Credential Stack Planner
• WF-17 International MBA Applicant Complete Journey
• WF-18 LSAT to JD Career Outcome Planner
• WF-19 MBA Ding → Comeback Planner
• WF-20 2026 Student Loan Borrower Decision Journey
• WF-21 Course Design Studio
• WF-22 Employer Benefits Decision
• WF-23 Corporate Upskilling ROI
• WF-24 AI Displacement & Career Transition
• WF-25 Employer Talent Retention
• WF-26 Equity Compensation Decisions
• WF-27 Freelance Tax Lifecycle
• WF-28 Student Loan Payoff Decisions
• WF-29 Sandwich Generation / Career Break
• WF-30 Teacher Career & Compensation
• WF-31 Skilled Trades Career Builder
• WF-32 Veteran Transition & GI Bill Planner
• WF-33 Am I Underpaid? Stay-and-Ask
• WF-34 Working Parent Childcare Planner
• WF-35 Nurse Shift & Travel Comp Optimizer
• WF-36 Job Separation Financial Playbook
• WF-37 Self-Employment Tax Optimizer
• WF-38 Equity Exit Planning
• WF-39 QSBS + Federal Career Transition
• WF-40 Immigration Career Planner

All workflows →

Guides 9

• Education Path Hub
• Compensation & Offers Hub
• Career Transition Hub
• Licensing & Credentials Hub
• Student Finance Hub
• Workforce Development Hub
• Immigration & Visa Hub
• 2026 Student Loan Changes (OBBBA)
• Teaching & Instruction

All guides →