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GitHub Trending
5/10

10KRadar

An AI filing analyst that reads every 10-K, 10-Q, and earnings transcript for the stocks on your watchlist and tells you, in plain English, what actually changed since last quarter and what management quietly buried in the appendix.

Target user

Individual investors and small-fund analysts who want fundamental analysis on more companies than they have time to read

Features
  • Plain-English "what changed" summary for every new filing on your watchlist
  • Risk-language drift detector that flags when a risk factor is quietly expanded or softened across filings
  • Peer comparison mode that pulls the same section from up to five competitors for side-by-side review
  • Watchlist phrase alerts for terms like "going concern," "restructuring," or "goodwill impairment"
Why now

FlashKDA-class memory efficiency makes scanning hundreds of pages of filings per stock actually affordable at consumer prices, and the surge in retail fundamental investors is straining existing paid tools.

Signals · overall 5/10
Demand
7/10

Strong, recurring demand: NowNews 2026 roundup lists 8 active AI filing tools, Reddit threads like 'I've been using AI to analyze SEC filings' and 'I Built an AI That Reads SEC Filings' confirm retail investors actively seeking this, and EDGAR now holds 36M+ documents with ~3,000 new filings/day.I've been using AI to analyze SEC filings and make investment...8 Best AI Tools for SEC Filings Analysis 2026

Whitespace
2/10

Severely saturated: the 2026 roundup alone names TENK, FilingsIQ.ai, 10Pal, MoneySense AI, AlphaSense, Hebbia, Fintool, Daloopa, Stocklyst, Sentieo, FinChat, Stock Titan, Koyfin and NowNews — plus a G2 list of 13 Koyfin alternatives. Multiple products already use the exact '10-K analyzer' positioning 10KRadar proposes.8 Best AI Tools for SEC Filings Analysis 2026TENK — AI-Powered 10-K Filing Analyzer

Monetization
5/10

Proven willingness to pay but skewed institutional: AlphaSense is 5-figures/seat/year, Fintool ~€50–500/mo. Retail-focused tools like TENK, 10Pal and FilingsIQ exist at lower price points, but individual investors are notoriously price-sensitive and the category has free ChatGPT-with-PDF workarounds documented on Reddit.8 Best AI Tools for SEC Filings Analysis 2026I've been using AI to analyze SEC filings and make investment...

Longevity
8/10

Highly durable: SEC 10-Ks/10-Qs and transcripts are a permanently recurring, legally-mandated, structured dataset with no substitute — a category unlikely to be displaced by trend cycles.Search Filings - SEC.gov

Feasibility
4/10

Harder than it looks: 300+ page filings exceed clean context windows, and the Fin-RATE benchmark (Feb 2026, Goldman/Yale) shows LLM accuracy drops 18.6% on the exact longitudinal 'what changed since last quarter' task 10KRadar sells, with hallucination rates 15–52% — RAG helps ~40% but is not a silver bullet.8 Best AI Tools for SEC Filings Analysis 2026

FlashKDA: memory-efficient KDA kernels for training and decode · ★ 190GitHub Trending · 2026-07-30 (today)