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Challenge
You're 20, you put a few hundred dollars into the market, and one bad week later you're staring at a red number at midnight wondering if you should sell everything.
Every investing app shows you the loss but none of them help you process what it actually means. The problem isn't financial literacy. Most people know they shouldn't panic-sell. The problem is that knowing and feeling are two different things, and no product steps in at the moment it matters most.
Approach
I ran a 2-week diary study with 6 novice investors to capture how they actually feel in real time, not what they remember feeling in an interview days later. Participants logged when they checked their portfolio, what emotion they felt, and what they did next. The data revealed three distinct behavioral patterns and one key insight: emotional spikes lag market drops by 4 to 8 hours. Panic peaks at night, not during trading hours.
From there I designed a four-layer intervention model. Layer one detects emotional state through passive behavioral signals like check frequency and time of day. Layer two reframes the loss in everyday terms so it feels real but manageable. Layer three builds self-awareness through lightweight emotion check-ins that accumulate into personal pattern recognition. Layer four adds friction before impulsive trades by showing you your own past decisions and their outcomes.
Steady doesn't block you from selling. It doesn't lecture you. It slows you down just enough to let the rational part of your brain catch up with the emotional part. The goal is a product that earns trust by respecting your agency, not overriding it.
Works
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