Ankush K. Mulkar

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Built for AI startup strategy, execution, and ecosystem content.

For Founders

Everything you need to build an AI startup.

Architecture, MVP scoping, and infrastructure scaling for AI startups. Moving from idea to production-grade deployment.

01 Validate

•AI Startup Ideas→
•Validate AI Startup→
•Customer Discovery Guide→
•Market Research→
•TAM SAM SOM→
•AI Trends by Industry→
•Competitor Analysis→
•Finding Product-Market Fit→
•Landing Page Validation→
•Problem Interviews→

02 Plan

•MVP Scope→
•AI Roadmap→
•AI Architecture→
•Choosing LLM→
•Tech Stack→
•Database Selection→
•Authentication→
•Pricing Strategy→
•API Design→
•Infrastructure Planning→

03 Build

•Build AI Agent→
•LangGraph→
•MCP→
•RAG→
•Vector Database→
•Memory Systems→
•AI Evaluation→
•Prompt Engineering→
•AI Testing→
•Docker→

04 Launch

•Product Hunt Launch→
•Beta Testing→
•Early Adopters→
•Landing Page CRO→
•Email Setup→
•Analytics→
•SEO→
•GEO (AI Search Optimization)→
•Documentation→
•User Onboarding→

05 Scale

•AI Cost Optimization→
•GPU Optimization→
•Retention→
•Referral Programs→
•Pricing Changes→
•Hiring→
•Team Structure→
•Infrastructure Scaling→
•Monitoring→
•Multi-Agent Systems→

06 Fund

•Pitch Deck→
•YC Application→
•Angel Investors→
•VC Outreach→
•SAFE Notes→
•Due Diligence→
•Startup Metrics→
•Revenue Models→
•Financial Forecasting→
•Investor Updates→