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Table of Contents

Table of Contents

Chapter 1: The Vision – Why GovBot?

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  • The Problem We're Solving
  • - The Opportunity: Conversational AI as Public Infrastructure
  • - Core Principles: Human-Centred Design, Open Source, and Digital Public Good

    • Chapter 2: Laying the Foundation – Strategy & Governance

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    • Assembling Your Stakeholder Ecosystem
  • - Defining Your Vision and Scope
  • - Establishing Governance and Ethics from Day One
  • - Securing Funding and Building a Sustainability Model

    • Chapter 3: The GovBot Architecture – Metabots, CBots & Collections

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    • Architectural Overview: A Modular Approach
    • - The Metabot (GovBot): The Central Orchestrator
    • - CBots: Agency-Specific Assistants
    • - Collections: The Linking Knowledge Fabric

    Chapter 4: The Human-Centred Design (HCD) Process

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    • Phase 1: Discover – Understanding Citizen and Official Needs
    • - Phase 2: Define – Crafting Personas and User Journeys
    • - Phase 3: Design & Prototype – Creating Conversation Flows
    • - Phase 4: Validate – Testing with Real Users

    Chapter 5: Technical Implementation & Building Blocks

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    • The NLP Stack: Language Models for Low-Resource Contexts
    • - Integration with GovStack Building Blocks (Identity, Payment, etc.)
    • - Knowledge Management: Retrieval-Augmented Generation (RAG)
    • - Backend, Hosting, and Security Considerations

    Chapter 6: Deployment, Piloting & Scaling

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    • The Agile Sprint Methodology
    • - Starting with a Sandbox and Controlled Pilots
    • - Measuring Impact: Key Performance Indicators (KPIs)
    • - The Path to National Scale and Cross-Border Replication


    Chapter 7: Community, Capacity & Continuous Improvement

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    • Engaging the Local NLP and Developer Community
    • - Training Government Officials for Ownership
    • - Building a Feedback Loop for Iterative Enhancement

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    This playbook is a living document — designed to evolve with every iteration of GovBot deployments across the Kenya.


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