Why Most Portfolio Tools Miss the Point
Most software tells you what happened yesterday. That's fine for tax season. But when you're trying to plan ahead? You need something that connects past performance with future scenarios. We've spent years talking to financial advisors in Kuala Lumpur and Singapore—turns out they want tools that help them have better conversations with clients, not just generate prettier reports.
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The Real Challenge in Financial Software
I've been building analysis tools for twelve years now. Started in Hong Kong, moved here in 2018. What I've learned is that most firms don't need more features—they need better ways to understand the data they already have.
Take currency exposure analysis. Everyone talks about it. Few tools actually help you visualize how exchange rate shifts might affect a diversified portfolio over time. We spent six months building a model that factors in historical correlations and forward-looking scenarios. It's not perfect, but advisors tell us it helps them explain risks to clients in clearer terms.
The Malaysian market has unique characteristics. Bursa Malaysia moves differently than regional exchanges. Local investors balance international diversification with home bias in ways that standard portfolio theory doesn't quite capture. Our software tries to account for that reality rather than forcing everything into textbook models.