Writing and research
What we are learning while building this, and the research behind it.
Writing
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3 March 2026
How We Built an Agentic AI Application in 4 Weeks
Accelerating early product development with hackathons. How TribeROI participated in the Google BigQuery AI Hackathon to launch an MVP.
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2 February 2026
Beyond Vanity Metrics: Measuring Community Business Impact
How to prove your community's ROI when your CFO is questioning the budget.
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5 January 2026
AI-Powered Community Analytics: The Future of Community ROI Measurement
How artificial intelligence transforms community management from operational overhead into strategic business intelligence.
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1 December 2025
The Community Growth Framework: Why 90% of Communities Fail to Scale
The 50-500-5000 Principle and Community Flywheel that separates thriving communities from abandoned ones.
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3 November 2025
7 Essential Elements for Startup Community Success
How early-stage companies build communities that drive customer acquisition, retention, and business growth.
Research reports
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Edition 01 · Q2 2026
Mapping the Taiwan AI Ecosystem
A founder's reference map of the hardware, compute, capital, talent, and policy shaping Taiwan's position in the global AI build-out.
Read it → -
Edition 01 · May 2026
Taiwan's Government Support for Startups
A founder's reference map of the public-sector entities, programs, and partners that fund, regulate, host, and brand Taiwan's startup ecosystem.
Read it →