5
1
5+ years of experience
My name is Mahnoor, and I'm a Researcher currently pursuing a Master's Degree in Data Science at the University of Massachusetts. My interest lies in using foundational language models for health care. I'm also working on llms to explore emergent behaviors in computational social science. My MBTI is INFJ (Advocate).

Problem: Startup failure is common, yet the analysis behind it is often shallow. Post-mortems are typically written by founders, journalists, or outsiders with partial visibility, and most of the focus is on surface-level explanations such as “bad timing” or “poor execution,” without systematically evaluating all contributing factors. There is currently no intelligent system that can: - Break down failure into structured components - Evaluate root causes across multiple strategic lenses - Translate diagnosis into a practical recovery plan This gap is what relaunch.ai addresses. Solution: relaunch.ai is a structured multi-agent AI system that conducts a full startup autopsy and produces a complete revival strategy using 5 different agents built using complete.dev platform. It: - Builds a research-backed intelligence profile - Performs multi-lens failure analysis - Designs a relaunch strategy - Generates investor-ready messaging - Produces a mock marketing landing page
2 Mar 2026