Insider Trading App Almost completed!

Hey all!

I want to share something different I’m building. It’s a bit outside what I normally do—more of a practical application—but I had a lot of fun building it, and I think I’m on track to create something consistent and useful (maybe even revenue-generating).

What it isI’m building an insider-trading intelligence platform that alerts me to significant insider trades—think CEOs buying large amounts of their own company’s stock, or politicians loading up on positions that suggest they may know something we don’t.

As a thank-you to this community, I’ll give anyone who’s interested exclusive free access once it’s ready. Stay tuned.

What the app does today

🧠 Advanced AI AnalysisUses GPT-5 to analyze insider trading data and generate high-confidence trading signals (70–95% accuracy scores) with reasoning, entry points, stop losses, and profit targets.

🏛️ Congressional Trading IntelligenceAutomatically detects when politicians trade and analyzes their moves for potential informational edge. Think examples like high-profile NVDA options or senators trading ahead of policy announcements.

📊 Real-Time MonitoringTracks 30+ insider transactions daily from OpenInsider.com, applies an 8-filter validation system, and generates comprehensive reports in seconds.

🎯 Signal UpgradesWhen politicians and corporate insiders trade the same names, the system upgrades signal confidence and flags possible policy-driven opportunities.

📈 Performance TrackingMaintains leaderboards of top-performing political traders, tracks win rates, and compares party-level performance.

Why this matters

Politicians can legally trade while having access to non-public context via committees, policy work, and regulatory discussions. This platform levels the playing field by tracking their moves in real time and analyzing the intelligence behind them.

Real exampleThe system flagged a ~$3M NVDA options buy by a House Financial Services Committee member just before AI-regulation hearings—the kind of edge institutions pay up for.

What’s coming next

🤖 Automated Trading – Broker API integration for automated positions with real-time P&L

📱 Mobile Alpha App – Push alerts for 90%+ confidence political trades and instant signals

🔍 Pattern Recognition – ML models tied to committee calendars, bill introductions, and policy timelines

📊 Risk Suite – Portfolio heat maps, correlation analysis, and auto position sizing based on political risk

🎯 Backtesting Engine – Test against 10+ years of congressional trading data

💬 Social Intelligence – Community sharing of successful political trade patterns (anonymized) + watchlists

🔔 Multi-Channel Alerts – Discord, SMS, and email with customizable thresholds

📈 Hedge Fund Analytics – Institutional-grade reporting: political correlation, sector rotation, policy impact

The vision

Build the Bloomberg Terminal for Political Trading Intelligence—so retail investors can access the same informational advantages that make congressional trading so profitable.

Imagine knowing when defense names are being accumulated before budget announcements, or tracking tech-committee buys ahead of regulation votes. That’s the alpha this platform aims to deliver.

Tech stack & statusCloudflare Workers • GPT-5 • D1 Database • Real-time APIsStatus: Live, operational, and moving toward institutional-grade deployment.

This sits at the intersection of AI, financial intelligence, and political transparency—using technology to democratize information that’s been hard to access.

Not financial advice. For research and educational purposes only.

7 comments