Trail
研迹 Trail｜本地优先的 AI 投资研究工作台。连接行情、K 线与深度研究，让判断可追溯、风险可复核。Local-first AI investment research desktop with an evidence-grounded copilot.
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GITHUB · launched Oct 16, 2026 · 95 upvotes (top 14%) · 0 views
Niche: investment and equity research platforms · 226 launches, 13 in the last 7 days ▼ -24% · Explore this niche →
Category and tags
- Fintech
- Agent / copilot
- Prosumer
- AI-native
- Commercial product
- ai-agent
- deepresearch
- electron
- financial-analysis
- local-first
- longbridge
- +5 more
Visit website ↗ Source listing ↗
More like this: all 226 launches in investment and equity research platforms →
Could you build this?
Partial While the desktop shell and LLM copilot UI can be built with vibe coding, integrating low-latency real-time market data feeds, K-line financial charting engines, and trustworthy financial RAG pipelines requires specialized financial engineering.
What it would actually take: The stack would typically involve an Electron or Tauri desktop shell with high-performance canvas/WebGL charting (like Lightweight Charts). The hard parts are aggregating real-time and historical financial market data feeds (requiring commercial financial data vendor APIs), handling fast local time-series data storage (e.g., DuckDB or SQLite), and orchestrating an evidence-grounded RAG agent that accurately parses financial filings without hallucinating.
Competitors
Other products that read as similar to this one : 341 launches clear the similarity bar, closest 8 shown.
Attention rank: #34 of 342 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 346 days after the earliest competitor.
- yanglaiyang · ph · 2026-11-09 · 1 upvotes · similarity 0.48
- Prodigy: The Frontier AI Trading Research Lab · yc · 2026-08-10 · 34 upvotes · similarity 0.45
- Logical (YC F25): a local-first proactive desktop AI copilot · hn · 2025-11-26 · 8 upvotes · similarity 0.43
- Levocred: AI platform for credit funds, fintechs and banks · yc · 2026-08-11 · 5 upvotes · similarity 0.43
- KelAI - Autonomous AI research engine for hedge funds · yc · 2026-05-27 · 43 upvotes · similarity 0.43
- TRAILS.TEAM AI · ph · 2026-10-16 · 2 upvotes · similarity 0.43
- QuantStudio · github · 2026-09-14 · 17 upvotes · similarity 0.43
- Soria: AI-native Financial Terminal for Healthcare (and beyond) · yc · 2026-05-28 · 37 upvotes · similarity 0.42
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.