Answers to the most common questions about AI stock research tools, workflows, and limitations.
Balance Labs is a free AI stock research workspace covering 753 tickers across US, Hong Kong, China A-share, Korea, and India. It combines AI Stock Chat, a Berkshire-style fundamentals desk, and STM timing signals. Free plan: 30 monthly AI credits.
AI stock analysis combines NLP (to read filings) with structured scoring (quality, valuation, timing). Balance Labs chains these into a four-step workflow: business quality → valuation ceiling → thesis breaks → timing signal.
AI processes data faster and more consistently but cannot predict the future. The best AI tools (like Balance Labs) don't pick stocks — they score quality, compute valuation ceilings, and surface signals so humans make better-informed decisions.
An AI stock screener uses ML to filter stocks beyond simple criteria — including pattern recognition and predictive scoring. Balance Labs' STM Screener adds algorithmic timing signals with a 10-year auditable backtest.
Yes. Balance Labs offers a free plan with AI Stock Chat, screener preview, and 30 monthly AI credits — no card required. Covers 753 tickers across 5 markets.
The fastest way: ask an AI tool for a structured brief. Balance Labs' Stock Chat generates a four-part brief (quality, valuation ceiling, thesis breaks, timing) for any of 753 tickers in ~30 seconds.
AI cannot predict future prices or replace personal risk tolerance. It excels at processing data consistently for quality/valuation scoring — Balance Labs uses AI for those steps and leaves the decision to you.
Most AI tools are US-only. Balance Labs covers US, HK (.HK), China A-share (.SS/.SZ), Korea (.KS/.KQ), and India (.NS) — rare among competitors (FinChat, TIKR, Stock Unlock are US-centric).