← Work

AI Startup · 2025 to Present

PLUGNDD

AI-powered market intelligence platform helping consumer businesses across Southeast Asia turn fragmented signals into decisions.

PLUGNDD

Overview

PLUGNDD is my flagship venture: an AI-powered market intelligence startup built for consumer-facing businesses across Southeast Asia. It compresses fragmented consumer, competitor, and category signals into structured intelligence that founders and operators can act on the same day, instead of waiting weeks for a research vendor.

Problem

Consumer businesses in Health & Wellness, F&B, Consumer Tech, and Specialty Retail make expansion, pricing, and positioning decisions with thin, slow, and expensive market research. Most SMEs and even well-funded startups in the region cannot justify a traditional research retainer, so decisions get made on instinct rather than evidence.

Solution

We built an AI-native research workflow that ingests consumer, competitor, and category data, structures it through a repeatable analytical framework, and packages it into decision-ready briefs, at a fraction of the cost and turnaround time of traditional market research.

My Role

Co-founder. I own business strategy, market intelligence methodology, AI workflow design, and business development, from client discovery to structuring the AI pipeline that produces each engagement's deliverables.

Process

  1. 01

    Market discovery

    Identified underserved verticals across Southeast Asia's consumer economy through direct founder and operator interviews.

  2. 02

    Methodology design

    Designed a repeatable intelligence framework combining structured data collection with AI-assisted synthesis.

  3. 03

    AI workflow build

    Built and iterated on the AI pipeline that transforms raw signals into structured, decision-ready briefs.

  4. 04

    Go-to-market

    Ran business development across Health & Wellness, F&B, Consumer Tech, and Specialty Retail, and stood up a New York-facing digital platform for cross-border reach.

Deliverables

  • , Market intelligence methodology & AI workflow
  • , Client-facing intelligence briefs across four industries
  • , New York digital platform for cross-border distribution
  • , Go-to-market and business development playbook

Results

4

Industries served

Southeast Asia + US

Markets

Live venture

Status

PLUGNDD is where strategy, AI, and venture building meet in practice, every week forces a decision between speed and rigor, and building the company has taught me more about structured judgment under ambiguity than any case competition could.