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CompleteSingapore's government AI assistant with 78K MAU. Analysis of 47% activation gap and strategic plan to unlock $8.7M in untapped monthly productivity value.
Deep-dive analyses and execution plans for government technology products
Strategic product analyses with user research, data-driven insights, and actionable 30/60/90 day roadmaps. Each teardown demonstrates product thinking, execution planning, and user empathy.
These aren't theoretical case studies. Each analysis is grounded in primary research, metrics analysis, and actionable roadmaps built for execution. Written from a Product Manager's perspective: real data, real constraints, real recommendations.
I share strategic insights from these teardowns regularly—activation strategies, trust-building patterns, and lessons from government digital products. Follow for weekly posts on product execution, user research, and gov tech strategy.
Connect on LinkedIn →Singapore's government AI assistant with 78K MAU. Analysis of 47% activation gap and strategic plan to unlock $8.7M in untapped monthly productivity value.
Product roadmap focused on eliminating link hunting friction. 30/60/90 day plan addressing voucher redemption UX, persistent dashboard access, and LifeSG integration. Moving from 3.1/5 → 4.0+/5 consumer satisfaction.
Comparative landscape of five tier-1 digital government agencies with interview-ready themes and lessons for OGP's portfolio strategy.
More analyses in progress:
Legislative research tool for Singapore government officers. Analysis of search patterns, user needs, and opportunities for improvement.
One-page PM pitch for improving voucher redemption UX. Strategic analysis of user friction points and proposed solutions.