GenAI Project Delivery - Starter Framework
Who is this space for?
This space is for small teams (2-8 people) and individuals building their first GenAI solutions, such as AI assistants, RAG systems, or multi-agent tools.
It is designed for Product Managers and developers who need a "visual-first, beginner-friendly" framework to manage AI projects, working with any LLM implementation (cloud or local) without requiring prior AI project management experience.
What problem does it solve?
It addresses the statistic that 80% of AI projects fail, largely due to process gaps rather than technology.
Traditional Agile methods fail for AI because requirements are discovered through experimentation, not defined upfront, and outputs are probabilistic rather than deterministic.
This space solves the "good AI + bad process" trap by replacing the linear "Plan → Build → Ship" model with an AI-specific "Experiment → Validate → Ship" workflow that prevents teams from building solutions that work in demos but fail in production
What are the benefits of your space?
Higher Success Rate: Helps teams join the 20% of successful projects by treating AI as "Research + Development," not just software engineering.
Reduced Waste: The "Validate" gate ensures 0% of work moves to shipping without being proven against real examples first.
Faster Decisions: Enforces time-boxed experiments (1-3 days max) and clear "Continue/Pivot/Stop" outcomes to prevent "zombie tasks".
Minimal Overhead: Optimized for speed with a weekly maintenance time of just ~20 minutes.
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