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AI Tools from Idea to Startup

A practical walkthrough from idea to alpha launch — using real tools, real workflows, and a real product concept built live.

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Abhash Bikram Thapa

Director of Design, Leapfrog Technology Inc.

abhash.com.np ↗
01
The Foundation

Understanding the AI Stack

🧠

AI

Artificial Intelligence — systems that simulate human-like reasoning, perception, and decision-making across any domain.

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💬

LLM

Large Language Models — a subset of AI trained on vast text data to understand, generate, and reason with language.

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⚡

AI Agents

LLMs given tools, memory, and autonomy — they can plan, act, observe results, and complete multi-step tasks end-to-end.

02
Core Skill

The Art of Prompting

What is a Prompt?
  • Your instruction to the AI model
  • Can be a question, command, or context block
  • Quality of output ∝ quality of prompt
  • The new "programming language"
How It Works
  • Model reads your full prompt as context
  • Predicts the most useful next tokens
  • System prompts set behavior & persona
  • Temperature controls creativity vs. precision
Best Practices
  • Be specific — vague in, vague out
  • Give role & context ("You are a...")
  • Use examples (few-shot prompting)
  • Ask for format: tables, bullet points, JSON
Power Techniques
  • Chain of Thought: "Think step by step"
  • Iterate — refine based on output
  • Break complex tasks into smaller ones
  • Give the model room to ask clarifications
03
The Main Plan

From Idea to Alpha Launch

🔊 EverTone — Solar-Powered Wooden Bluetooth Speaker
1 Market Research & Problem ID
2 Product Pyramid Framework
3 Ideation with AI
4 Product Spec & Design
5 Business Plan Creation
6 Marketing & Sales Materials
7 Lead Gen & Feedback Loop
8 Alpha Launch & Testing
9 Investor Outreach / Crowdfunding
Phase 1
1
Discovery

Market Research &
Problem Identification

What to do
  • Identify target market — who, location, region
  • Understand customer problems deeply
  • Research best-selling products and price ranges
  • Document customer preferences, likes & dislikes
What I did
Grok Perplexity NotebookLM Gemini Dovetail Claude
  • Processed research in Gemini from multiple sources
  • Dovetail to analyze interview transcripts
  • Showed datapoints and surfaced problems
  • Claude to create beautiful reports
Phase 2
2
Synthesis

Product Pyramid
Framework

What to do
  • Extract underserved needs from research
  • Reframe as "How Might We" (HMW) questions
  • Prioritize HMWs by impact and feasibility
What I did
NotebookLM Gemini Claude
  • HMWs found and prioritized using Gemini
  • Created prioritization report using Claude
Phase 3
3
Creativity

Ideation
with AI

What to do
  • Create detailed customer personas
  • Generate a wide range of potential solutions
  • Validate technical & market feasibility
What I did
NotebookLM Gemini
  • Created customer persona in NotebookLM
  • Ideation sessions with Gemini
  • Named the product: EverTone
Phase 4
4
Build

Product Spec
& Design

What to do
  • Write product specification document
  • Create sketches of early design concepts
  • Renders, photos, and 3D views of product
  • Identify components and parts (BOM)
  • Send specifications to manufacturer
What I did
Gemini Werkflow Zenode AI Nano Banana Pro Higgsfield AI Meshy.ai Canva AI MS Copilot 3D Replit FigmaMake
  • BOM generation and part matching with AI
  • Technical drawings & 3D renders
  • 360° product view via Higgsfield AI
  • Image-to-3D model generation
  • Vibe-coded companion app with FigmaMake
Phase 5
5
Strategy

Business Plan
Creation

What to do
  • Create a full business plan
  • Define pricing strategy
  • Outline go-to-market & marketing strategy
  • Define sales approach and channels
What I did
Gemini
  • Full business plan created using Gemini
  • Pricing, marketing, and sales strategy outlined
Phase 6
6
Go-to-Market

Marketing &
Sales Materials

What to do
  • Create compelling product visuals
  • Generate perspective renders
  • Produce demo videos
  • Prepare full sales material kit
What I did
Claude Lovable Pomelli Dovetail Higgsfield AI Google Flow
  • Landing page built with Claude (Lovable alt.)
  • Logo creation & brand identity
  • Social media & product photoshoot with Pomelli
  • Product advert via Higgsfield AI
  • Video advert with Google Flow
  • Dovetail to automate feedback intake
Phase 7
7
Growth

Lead Generation &
Feedback Loop

What to do
  • Create social media campaigns
  • Automate lead collection pipelines
  • Configure automated responses
  • Manage early customer communication
  • Compile feedback into structured reports
What I did
Dovetail Zapier
  • Dovetail for feedback collection, analytics & reports
  • Zapier for WhatsApp, social media & email automation
Phase 9
9
Fundraising

Investor Outreach &
Crowdfunding

What to do
  • Compile prototype & business plan
  • Gather marketing materials & feedback reports
  • Build compelling pitch deck
  • Reach out to investors or launch crowdfunding
What I did
Gemini Gamma Canva
  • Pitch content written with Gemini
  • Pitch deck built using Gamma or Canva
  • All prior artifacts packaged as evidence
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