About This App

This demo shows Q&A examples grouped by agent stage, but the production app is a batch pipeline — input a business context, four agents run in sequence, output is a 12-section executive market entry report in 10–15 minutes.

The real 4-agent pipeline:
1. Research Agent — scans market, identifies top 8 trends
2. Competitor Intel Agent — maps 10+ competitors & capabilities
3. Opportunity Agent — scores white-space on a 2×2 matrix
4. Strategy Agent — writes 12-section report + PDF

Dataset powering this demo: 3,000 Malaysian fruit retail transactions (September 2024, 21 SKUs, RM1.88M revenue).

Email: yven81@gmail.com

Phone: +6014-9207099

Data Consulting Business Analyst

Market research & strategy agent for Malaysian SMEs.
Sample case: fruit retail business — Sept 2024, 3,000 transactions, 21 SKUs.

Pipeline Input: 3,000 transactions • 21 SKUs • RM 1,885,806 revenue • 30 days • 4 agents • 12 sample analyses

Research Agent Scans market, identifies top trends and demand signals

Competitor Intel Agent Maps competitor SKUs, capabilities, and pricing behaviour

Opportunity Agent Scores white-space on a 2×2 matrix (Grow / Fix / Monitor / Exit)

Strategy Agent Writes the executive report, priorities, and 90-day action plan

Click any question above to see that agent stage's output.