# THiNK Partnership Program Playbook

A complete guide for THiNK's Partnership program (**Ecosystem Development, Validation, Commercialization &amp; Deployment Framework**)

# Introduction

# Purpose of the Playbook

This playbook defines the operational, technical, commercialization, governance, and ecosystem framework for the THiNK Partnership Program.

It serves as the primary guide for:

- Developers
- Fellows
- Partners
- Collaborators
- Universities
- Institutions
- Resellers
- Ecosystem operators
- Commercial deployment teams

The document establishes:

- Participation pathways
- Product deployment standards
- Validation systems
- Licensing structures
- Revenue frameworks
- Ecosystem governance
- Commercialization models

# Core Philosophy

THiNK is designed as:

- A deployment ecosystem
- A validation ecosystem
- A commercialization ecosystem
- An innovation ecosystem
- A community infrastructure ecosystem

The ecosystem prioritizes:

- Real-world deployment
- Productization
- Community impact
- Commercial sustainability
- Open innovation
- Localization
- Employment creation

# Ecosystem Vision & Strategic Objectives

# Vision and Strategic Objectives

### **Vision**

To build a scalable African innovation ecosystem that enables developers, institutions, businesses, and communities to create validated digital infrastructure, AI systems, and deployable solutions.

### **Strategic Objectives**

The THiNK ecosystem aims to:

#### Developer Enablement

- Enable developers to build deployable systems
- Provide validation and commercialization pathways
- Create deployment-ready talent

#### Ecosystem Growth

- Expand institutional adoption
- Build scalable partnerships
- Enable open innovation collaboration

#### Commercialization

- Activate new revenue streams
- Create sustainable ecosystem businesses
- Scale deployable products

#### Community Impact

- Create jobs
- Support localization
- Enable digital inclusion
- Build public-interest infrastructure

# Ecosystem Architecture

# Ecosystem Architecture

#####  The THiNK ecosystem consists of four integrated ecosystem layers:

#### 3.1 Fellowship Program

Developer innovation and product deployment pathway.

#### 3.2 THiNK Partner (Reseller) Program

Deployment, implementation, and monetization network.

#### 3.3 THiNK Collaborators Program

Strategic partnership and institutional engagement framework.

#### 3.4 Demand Intelligence Platform

Marketplace and open innovation commercialization platform.

# Demand Intelligence Platform

# Overview

The Demand Intelligence Platform is THiNK’s:

- Open innovation layer
- Marketplace layer
- Product discovery layer
- Ecosystem commercialization engine

It connects:

- Developers
- Institutions
- Partners
- Collaborators
- Clients
- Government
- NGOs
- Enterprises

# Core Functions

### Marketplace Enablement

Validated ecosystem products can enter the THiNK marketplace.

### Reseller Activation

Products can be resold through:

- THiNK Partners
- Collaborators
- Institutional channels

### Opportunity Matching

The platform matches:

- Demand ↔ Solutions
- Clients ↔ Developers
- Institutions ↔ Deployment Teams

### Product Discovery

Validated ecosystem solutions gain:

- Marketplace visibility
- Commercial positioning
- Deployment opportunities

# Marketplace Entry Rules

Solutions must:

- Pass THiNK Lab validation
- Meet CAP requirements
- Meet governance standards
- Meet localization readiness standards

# Fellowship Program

# New Page



# Overview

The Fellowship Program is:

- Remote-first
- Output-driven
- Deployment-oriented
- Product-focused

It is NOT:

- A classroom training program
- A stipend-based program
- A passive participation program

# Objectives

Enable developers to:

- Build solutions
- Validate products
- Deploy systems
- Commercialize innovation
- Create reusable digital infrastructure

# Cohort Structure

### Cohort Size

20 developers per cycle.

### Frequency

2 cohorts annually.

### Target Participants

- Final-year university students
- Emerging developers
- Early-stage innovators

# Support Structure

- DevRel Lead
- Product Owners
- Technical Mentors
- QA Teams
- Operations Support
- THiNK Lab Teams

# Fellowship tracks

## Track 1 — Solution Deployment Track

### Description

Designed for developers with:

- Existing systems
- Near-complete products
- Deployable applications

### Goal

Deploy solutions into THiNK ecosystems.

### Activities

- API integration
- Platform integration
- Pilot deployment
- User validation
- Ecosystem onboarding

## Track 2 — Solution Build &amp; Integration Track

### Description

Designed for developers who:

- Need to complete systems
- Need infrastructure support
- Need deployment pathways

### Goal

Build production-ready systems within 3 months.

##  Focus Areas

- AI systems
- RAG systems
- AI agents
- Conversational AI
- Community systems
- Localization systems
- API integrations
- Education technology
- Public-interest digital infrastructure

# THiNK Fellowship Program Comprehensive Guide

#  Fellowship Flow Summary

![](https://playbook.think.ke/uploads/images/gallery/2026-05/embedded-image-4prjplwt.png)

# 1. Fellowship Track Structure

## Track A: Solution Deployment Track

For: Developers with near-complete solutions, MVPs, or existing tools.

Outcome:  
Deployment and validation of a production-certified solution within the THiNK ecosystem.

## Track B: Solution Build &amp; Integration Track

For: Developers with strong technical capability and a solution concept under development.

Outcome:  
Build, integrate, and deploy a production-ready solution within 12 weeks.

# 2. Application &amp; Track Selection (Week 0)

## Objective

Assess applicants and confirm readiness for their chosen track.

## Process

Developers submit:

- Project summary
- Current stage (idea / MVP / production-ready)
- Technical stack
- Demo evidence (GitHub, link, screenshots, API docs)

## Evaluation Areas

- Technical capability
- Product feasibility
- Ecosystem fit
- Localization readiness

## Output

- Acceptance / Rejection
- Track confirmation (self-selected)
- Mentor assignment
- Fellowship brief

# TRACK A: SOLUTION DEPLOYMENT TRACK

## Phase 1: Technical Review (Week 1)

### Objective

Validate readiness of existing solution for integration.

### Focus Areas

- Code quality
- API readiness
- Security baseline
- Deployment compatibility

### Output

Approved for integration

## Phase 2: Integration &amp; Hardening (Weeks 2–5)

### Objective

Integrate solution into THiNK ecosystem and stabilize it.

### Activities

- THiNK API integration
- Performance optimization
- Bug fixes and refinements
- Compliance adjustments

### Output

Deployment-ready system

## Phase 3: THiNK Lab Validation (Weeks 6–7)

### Objective

Certify solution using CAP framework.

### CAP Framework

- Compliance – ethical + governance checks
- Accuracy – correctness of outputs
- Performance – speed, stability, scalability

### Additional Checks

- Security validation
- Localization readiness
- System reliability

### Output

Certified solution (or revision required)

## Phase 4: Pilot Deployment (Week 8)

### Objective

Deploy into a real THiNK ecosystem use case.

### Environments

- THiNK Clubs
- Screening Centres
- Internal THiNK systems

### Metrics

- Adoption
- Accuracy
- Performance
- Operational value

## Phase 5: Deployment Day &amp; Progression (Week 9)

Developers present:

- Final solution
- Validation results
- Pilot performance
- Deployment readiness
- Commercial potential

# TRACK B: SOLUTION BUILD &amp; INTEGRATION TRACK

## Phase 1: Architecture &amp; Planning (Week 1)

### Objective

Define technical foundation before development begins.

### Deliverables

- System architecture
- Tech stack selection
- Deployment approach
- Validation criteria

## Phase 2: Build Sprint (Weeks 2–6)

### Objective

Develop working MVP.

### Activities

- Core system development
- Weekly sprint demos
- Mentor feedback cycles

### Output

Functional MVP

## Phase 3: Integration Sprint (Weeks 7–8)

### Objective

Integrate with THiNK systems.

### Activities

- API integration
- Localization implementation
- Performance improvements

### Output

THiNK-compatible solution

## Phase 4: Internal Validation (Weeks 9–10)

### Objective

Ensure production readiness.

### Validation Areas

- Functionality
- Stability
- Security
- UX
- Localization

### Output

Release Candidate

## Phase 5: THiNK Lab Validation (Weeks 11–12)

### Objective

Final certification via CAP framework.

### CAP Framework

- Compliance
- Accuracy
- Performance

### Additional Checks

- Ethical AI compliance
- Security audit
- Localization quality

### Outcomes

- Pass → Deployment
- Conditional Pass → Fixes required
- Fail → Remediation cycle

## Phase 6: Pilot Deployment (Week 12)

### Objective

Deploy into a live ecosystem environment.

### Environments

- THiNK Clubs
- Screening Centres
- Internal systems

### Final Deliverables

- Live deployment
- Demo presentation

# 3. Progression Pathways

After Deployment Day, fellows may transition into:

## Ecosystem Builder

Solution published in THiNK Credibility Centre

## Internship Pathway

Placement into THiNK product or engineering teams

## Partner Program Transition

Move into THiNK Reseller ecosystem

## Commercial Licensing

Licensing agreements for external or enterprise deployment

# 4. Fellowship Operating Requirements

All fellows must:

- Meet weekly milestones
- Submit demo updates
- Maintain documentation
- Participate in reviews
- Resolve blockers within 24 hours

# 5. Fellowship Incentives

Non-cash benefits include:

- THiNK Lab certification
- Ecosystem credibility recognition
- Internship consideration
- Partner track eligibility
- Licensing opportunities

# THiNK Lab Validation Framework

# Overview

THiNK Lab is the ecosystem credibility and certification layer.

All ecosystem systems must pass through THiNK Lab before:

- Marketplace entry
- Client deployment
- Enterprise integration
- Institutional rollout

# CAP Validation Framework

### Compliance

- Regulatory alignment
- Governance standards
- Policy alignment

### Accuracy

- Functional reliability
- AI quality testing
- Output consistency

### Performance

- Scalability
- Reliability
- SLA compliance
- Speed benchmarking

# Additional Validation

- Security testing
- Ethical AI checks
- Localization readiness
- Accessibility checks
- Production benchmarking

# Licensing & Intellectual Property Framework

# Core Principle

Developers retain ownership of their intellectual property unless contractually agreed otherwise.

THiNK acts as:

- Deployment platform
- Validation layer
- Commercialization ecosystem
- Pilot environment

# Licensing Models

### Community Use License

THiNK receives non-exclusive usage rights.

### Commercial License

THiNK may commercially deploy the solution.

### White-Label/OEM License

THiNK may rebrand and deploy the solution.

### API Usage License

Solutions are monetized through API consumption.

### Dual Licensing

Community + commercial licensing structure.

### Exclusive Licensing

Strategic or sector-specific exclusivity.

# Open Source & Community Licensing Models

## NOODL License

A collaborative innovation licensing philosophy emphasizing:

- Shared innovation
- Ecosystem participation
- Contributor recognition
- Local adaptation

## Esethu License

A collective-benefit licensing philosophy emphasizing:

- Ethical reuse
- Shared social impact
- Community ownership values
- Public-interest infrastructure

## Creative Commons Stack

### CC BY

Reuse with attribution.

### CC BY-SA

Reuse with attribution + same-license sharing.

### CC BY-NC

Non-commercial reuse only.

### CC BY-NC-SA

Non-commercial + share-alike.

### CC0

Public domain dedication.

## Open Source Software Licenses

### MIT License

Permissive commercial reuse.

### Apache 2.0

Enterprise-friendly with patent protections.

### GPL

Requires derivative works to remain open source.

# Licensing vs Royalties

##  License

Defines legal permission to:

- Use
- Modify
- Deploy
- Commercialize

A license does not automatically imply payment.

## Royalty

A royalty is a payment mechanism attached to licensing.

Examples:

- Revenue share
- API usage fees
- Per-client licensing
- Recurring payments

# Commercialization & Revenue Models

# Revenue Models

- Marketplace sales
- Enterprise deployments
- API monetization
- White-label licensing
- Reseller commissions
- Revenue-sharing agreements

# Revenue Participants

### THiNK

Platform revenue and commercialization fees.

### Fellows

Licensing and deployment earnings.

### Partners

Reseller and deployment revenue.

### Collaborators

Institutional and enterprise revenue.

# Client Ownership & Non-Compete Framework

## Client Ownership

Clients sourced through:

- THiNK marketplace
- THiNK partnerships
- THiNK reseller networks

remain ecosystem clients under THiNK governance unless contractually agreed otherwise.

## Non-Compete &amp; Anti-Circumvention

Agreements may include:

- Client protection clauses
- Territory restrictions
- Sector exclusivity
- Anti-circumvention rules

Applied selectively for:

- Enterprise deployments
- Government engagements
- Strategic commercial partnerships

# THiNK Partner (Reseller) Program

# Objective

Enable ecosystem operators to:

- Deploy THiNK solutions
- Manage client implementations
- Generate revenue
- Support ecosystem growth

# Lifecycle

1. Application
2. Academy Training
3. Certification
4. Practice Phase
5. Client Assignment
6. Build &amp; Deployment
7. QA &amp; Validation
8. Deployment Closure

# THiNK Reseller Program Complete Guide

## Overview

The THiNK Partnership Program empowers skilled developers to represent and deploy THiNK’s solutions across client networks. The program is designed to ensure that every partner is both technically proficient and aligned with THiNK’s values of innovation, safety, and ethical AI use.

This document outlines the end-to-end structured journey for joining, training, certification, and executing real-world AI projects within the THiNK ecosystem.

The reseller program is performance-driven, with clear monthly sales targets, deployment expectations, and incentive structures to ensure growth across partner territories.

## Summary Flow Diagram

![](https://playbook.think.ke/uploads/images/gallery/2026-05/embedded-image-3mk2kdse.png)

## 1. Application Phase

### Objective

Identify and onboard qualified candidates to represent THiNK.

### Process

- Interested candidates submit an online Partnership Program Application Form.
- Applications are reviewed by the THiNK Partnerships Team.
- Qualified applicants are notified of acceptance into the THiNK Partner Program.

Application Link:[ https://events.think.ke/forms/partner](https://events.think.ke/forms/partner)

### Outcome

Successful applicants are granted access to THiNK Academy.

## 2. THiNK Academy Access Phase

### Objective

Provide a structured learning environment where partners explore available learning paths.

### Process

- Accepted applicants are redirected to THiNK Academy.
- Partners can browse available courses and learning tracks.
- Each course includes a clear outline of skills, outcomes, and requirements.

### Outcome

Partner selects a relevant course aligned with their goals

## 3. Course Selection &amp; Payment Phase

### Objective

Formalize enrollment into a structured learning path.

### Process

- Partner selects a preferred course from THiNK Academy.
- Course payment is completed via approved THiNK payment channels.
- Access is granted upon successful payment confirmation.

### Outcome

Partner is officially enrolled into the Developer Training Program.

## 4. Developer Program (Training Phase)

### Objective

Equip partners with the knowledge and tools to build, deploy, and manage AI solutions responsibly.

### Components

- AI Fundamentals: THiNK AI architecture and core models
- AI Safety &amp; Ethics: Responsible AI usage and compliance standards
- Bot Development &amp; Integration: Building and deploying bots across platforms (web, WhatsApp, APIs)

### Duration

Typically 2–3 weeks (flexible depending on course format).

### Outcome

Certified THiNK Developer (Authorized Partner).

## 5. Optional Practice Build Phase

### Objective

Allow partners to apply learned knowledge in a low-risk environment before real client work.

### Process

- Partners build a sample or demo bot based on training modules.
- Internal review or self-assessment is conducted.
- Feedback may be provided by THiNK mentors.

### Outcome

Improved readiness for real-world client assignments.

## 6. Client Assignment Phase

### Objective

Connect trained developers with real THiNK clients for implementation.

### Process

- Upon successful training completion, partners are assigned a THiNK client project.
- The partner is responsible for either:
- Building a new bot, or
- Managing and optimizing an existing bot.

- Collaboration with the THiNK Support &amp; QA team is continuous.
- Daily stand-up meetings are conducted during execution.

### Outcome

The partner is assigned a live client project for delivery.

## 7. Kick-off Meeting Phase

### Objective

Align all stakeholders before development begins.

### Process

- Formal introduction between assigned engineer, and THiNK team.
- Review of client requirements, scope, and success criteria.
- Clarification of technical expectations and constraints.
- Live Q&amp;A session.
- Agreement on timelines, deliverables, and communication channels.

### Outcome

Full alignment on project scope and execution plan.

## 8. Masterclass Phase

### Objective

Provide deep technical enablement for successful project execution.

### Process

- The assigned engineer conducts a structured masterclass session.
- Covers bot architecture, implementation patterns, and best practices.
- Live walkthrough of similar real-world builds.
- Troubleshooting guidance and optimization strategies.
- Interactive Q&amp;A session.

### Outcome

The partner is fully equipped to execute the client project successfully with reduced risk of errors.

## 9. Project Build Phase

### Objective

Develop the client’s AI solution based on agreed requirements.

### Process

- Partner builds the bot using THiNK frameworks and standards.
- Continuous support from QA and technical teams.
- Iterative development based on feedback loops.

### Outcome

Functional AI bot built according to client specifications.

## 10. Testing &amp; Iteration Phase

### Objective

Ensure quality, reliability, and production readiness.

### Process

- Internal testing of bot functionality and workflows.
- Bug fixing and optimization.
- Client feedback integration.
- Performance and safety validation.

### Outcome

Production-ready, stable AI solution.

## 11. Project Closure Phase

### Objective

Formally complete and hand over the project.

### Process

- Final client review and approval.
- Documentation and deployment sign-off.
- Knowledge transfer where required.

### Outcome

The project successfully closed and deployed.

## 12. Incentives &amp; Rewards Phase

### Objective

Reward partner contribution and performance.

### Process

- Partners receive incentives based on project completion and quality.
- Performance-based bonuses may be awarded.
- Opportunities for higher-tier projects and advanced roles are unlocked.

### Outcome

Partner is rewarded and positioned for continued growth within the THiNK ecosystem.

# THiNK Collaborators Program

# Overview

The Collaborators Program enables organizations to:

- Resell THiNK products
- Deploy ecosystem solutions
- Expand market access
- Enable institutional adoption

# Collaboration Tracks

### Reseller Collaboration

Commercial distribution.

### Deployment Collaboration

Sector implementations.

### Embedded / White-Label Collaboration

Product integration.

### Ecosystem Support Collaboration

Research, sponsorship, and enablement.

# Commercial Models

- Referral commissions
- Revenue sharing
- Licensing margins
- Enterprise agreements

# THiNK Collaborators Program Complete Guide

![](https://playbook.think.ke/uploads/images/gallery/2026-05/embedded-image-t7yuhrzs.png)

## 1. Overview

The THiNK Collaborators Program is THiNK’s strategic partnership pathway for businesses, organizations, institutions, and enterprises that want to partner with THiNK to expand access to THiNK products and solutions.

Collaborators support THiNK through:

- Reselling THiNK products and services
- Deploying THiNK solutions within their sectors
- Opening market and institutional access
- Embedding THiNK solutions into their offerings
- Supporting ecosystem growth through strategic partnerships

The program extends THiNK’s reach by enabling external organizations to act as growth, deployment, and commercialization partners.

## 2. Objective

The program is designed to:

- Expand market access for THiNK solutions
- Drive revenue through strategic partnerships
- Enable large-scale deployments
- Create new commercial opportunities
- Activate jobs and delivery opportunities across the THiNK ecosystem

## 3. Who Can Join

The program is open to:

- Technology companies
- Consulting firms
- Digital agencies
- NGOs and development organizations
- Educational institutions
- Enterprises and corporates
- Government and public sector institutions
- Innovation hubs and ecosystem enablers

## 4. Collaboration Tracks

### A. Reseller Collaboration

Organizations resell THiNK products and services to their clients or networks.

Includes:

- Lead generation
- Client acquisition
- Solution positioning
- Revenue-sharing opportunities

Best suited for:

- Agencies
- Consultants
- Technology distributors

### B. Deployment Collaboration

Organizations partner with THiNK to deliver solutions within specific sectors or operational environments.

Examples:

- Education deployments
- Community solutions
- Enterprise digital transformation
- Government innovation projects

Collaborators provide market access and delivery coordination while THiNK provides technical infrastructure and deployment support.

### C. Embedded / White-Label Collaboration

Organizations integrate THiNK capabilities into their own products or service offerings.

Models include:

- API integrations
- White-label deployments
- Co-branded solutions
- Enterprise licensing

### D. Ecosystem Support Collaboration

Organizations contribute to THiNK ecosystem growth through:

- Sponsorship
- Infrastructure support
- Research partnerships
- Training enablement
- Institutional collaboration

## 5. Partnership Lifecycle

### 1. Application

Organizations submit:

- Company profile
- Partnership intent
- Sector focus
- Collaboration goals

### 2. Assessment

THiNK evaluates:

- Strategic alignment
- Market access
- Operational capacity
- Compliance readiness

### 3. Structuring

Partnership terms are defined, including:

- Collaboration model
- Commercial structure
- Delivery roles
- Performance expectations

### 4. Enablement

Approved collaborators receive:

- Product onboarding
- Commercial training
- Solution positioning resources
- Deployment guidance

### 5. Activation

Collaborators begin:

- Opportunity development
- Client engagement
- Pilot deployment
- Commercial execution

### 6. Validation

All deployments must pass through THiNK Lab for:

- CAP validation
- Security checks
- Performance review
- Production certification

## 6. Commercial Models

Partnerships may operate through:

### Referral Commission

Earnings for successful client referrals

### Revenue Share

Percentage-based commercial participation

### Licensing Margin

Reseller pricing with defined margins

### Enterprise Agreements

Long-term institutional commercial arrangements

## 7. Benefits

Collaborators gain:

### Commercial Access

- New revenue streams
- Enterprise opportunities
- Strategic market positioning

### Technical Support

- Access to THiNK solutions
- Deployment support
- Product enablement

### Ecosystem Access

- Developer talent pipeline
- Innovation partnerships
- Co-delivery opportunities

## 8. Ecosystem Integration

The Collaborators Program connects directly with:

Fellowship Program  
Access to validated solutions built by developers

Partner Program  
Certified delivery and implementation support

THiNK Lab  
Validation and production certification

THiNK Clubs &amp; Screening Centres  
Regional talent and localization support

## 9. Governance

The program is managed through:

Partnerships Team  
Relationship and commercial management

Product Team  
Technical alignment

THiNK Lab  
Validation and certification

Legal Team  
Contracts and compliance

## 10. Strategic Outcome

The Collaborators Program enables organizations to become:

- Commercial growth partners
- Deployment enablers
- Market expansion channels
- Strategic ecosystem contributors

# Ecosystem Components

# THiNK Clubs (THiNK Chapters)

University and community innovation hubs.

Functions:

- Learning
- Collaboration
- Peer engagement
- Ecosystem participation

# Virtual Language Resource Centres (VLRCs)

Dedicated localization and language readiness infrastructure.

Functions:

- Localization support
- Translation readiness
- Multilingual evaluation
- Cultural adaptation testing

# Pre-Screening Centres

Dedicated onboarding and readiness evaluation infrastructure.

Functions:

- Technical assessment
- AI literacy evaluation
- Cohort placement
- Certification readiness

# Impact Framework

# Impact Framework

##  People Impact

### Employment

- Developers employed
- Contractors activated
- Freelance ecosystem operators

### Entrepreneurship

- Businesses formed
- Agencies created
- Startups incubated

## Product Impact

### Intellectual Property

- Products created
- APIs developed
- AI systems deployed

### Deployment Metrics

- Production systems launched
- Marketplace products activated

## Financial Impact

### THiNK Revenue

Platform and licensing earnings.

### Fellow Revenue

Deployment and licensing income.

### Partner Revenue

Reseller and implementation earnings.

### Collaborator Revenue

Institutional and enterprise deployment income.

##  Ecosystem Metrics

- Total KES generated
- Revenue per deployment
- Revenue per developer
- Active deployments
- Active products
- Active ecosystem businesses

# Governance Structure

# Team

## DevRel Team

Community and cohort management.

##  Product Team

Technical alignment and integrations.

## Partnerships Team

Commercial and institutional activation.

## THiNK Lab

Validation and certification governance.

## Legal Team

Contracts, licensing, and compliance.

##  Commercialization Team

Revenue activation, partnerships, and market expansion.

# Operational Principles

# Operational Principles

- Small high-quality cohorts
- Deployment-first execution
- Validation before commercialization
- Community-centered innovation
- Commercial sustainability
- Open ecosystem participation
- Localized deployment readiness
- Product ownership protection
- Ecosystem accountability

# Strategic Outcomes

# Strategic Outcomes

The THiNK ecosystem is designed to create:

- A validated innovation ecosystem
- A scalable deployment network
- A commercialization infrastructure
- A developer economy
- Institutional digital transformation pathways
- Public-interest digital infrastructure
- AI-enabled localization systems
- Sustainable ecosystem businesses

# Appendices & Licensing Reference

# Appendices & Licensing Reference

## Appendix A — Licensing Categories

- Community License
- Commercial License
- OEM License
- API License
- Dual License
- Exclusive License

## Appendix B — Open Source Reference

- MIT
- Apache 2.0
- GPL
- CC BY
- CC BY-SA
- CC BY-NC
- CC BY-NC-SA
- CC0

## Appendix C — Validation Reference

THiNK Lab CAP Framework:

- Compliance
- Accuracy
- Performance

## Appendix D — Ecosystem Layers

- Fellowship Program
- Partner Program
- Collaborators Program
- Demand Intelligence Platform
- THiNK Lab
- THiNK Clubs
- VLRCs
- Pre-Screening Centres