HAI
Turn investment ideas into AI-powered trading strategies
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HAI turns investment ideas into testable trading strategies using AI. Build strategies in plain English, backtest with point-in-time market data, analyze risk and performance, and refine portfolios—all in one platform. Built for traders, developers, and investment professionals.
PH · launched Nov 8, 2026 · 3 upvotes (top 7%) · 0 views
Niche: algorithmic trading platforms · 236 launches, 14 in the last 7 days ▼ -48% · Explore this niche →
Category and tags
- Fintech
- Agent / copilot
- Prosumer
- AI-native
- Commercial product
- Fintech
- Investing
- Tech
Visit website ↗ Source listing ↗
More like this: all 236 launches in algorithmic trading platforms →
Could you build this?
Partial The natural-language strategy builder, UI, and backtest engine can be vibe-coded. Point-in-time market data with survivorship-bias-free history is an expensive proprietary dataset, and credible risk analytics need quant expertise.
What it would actually take: Use a Python backtesting engine (such as vectorbt or a custom event-driven engine) with an LLM that translates plain-English rules into a strategy DSL, plus a web front end. The hard parts are licensed point-in-time market and fundamentals data (e.g., CRSP- or Refinitiv-class feeds) and rigorous statistics to avoid look-ahead and overfitting. That takes quant finance expertise and data licensing costs.
Competitors
Other products that read as similar to this one : 647 launches clear the similarity bar, closest 8 shown.
Attention rank: #38 of 648 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 367 days after the earliest competitor.
- Winion — Vibe Investing · ph · 2026-11-01 · 1 upvotes · similarity 0.58
- AI Trading Bot Development · ph · 2026-10-26 · 1 upvotes · similarity 0.58
- Investment AI · ph · 2026-10-08 · 1 upvotes · similarity 0.55
- Ideate a trading strategy · hn · 2026-06-23 · 17 upvotes · similarity 0.54
- TraderHQ.ai · ph · 2026-11-06 · 1 upvotes · similarity 0.52
- Portfolio Lab · ph · 2026-08-10 · 308 upvotes · similarity 0.52
- AlgoGP · ph · 2026-10-30 · 1 upvotes · similarity 0.50
- Quant-Trading-Strategies · github · 2026-09-15 · 36 upvotes · similarity 0.50
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.