Most AI tools for stock research produce summaries that are hard to verify. Stoky is built differently: every analysis is tied to primary sources — the actual filing text, the earnings call transcript, the company announcement — so users can follow the reasoning rather than just accept a conclusion. The goal is to help investors, analysts, and operators understand what actually changed, what it means for the investment case, and where to look next, without requiring hours of reading.
Built on primary sources
Stoky starts with SEC filings, earnings call transcripts, and company-specific events rather than aggregated news or second-hand commentary. This gives users a direct path from source material to narrative interpretation, which makes the analysis easier to trust, challenge, and build on. When a claim matters, the underlying text is close enough to inspect immediately.
Narrative plus verification
Each story presents the market analysis first in a clear, listenable format, then keeps the transcript, supporting excerpts, and citations nearby so users can verify why an interpretation was made. This two-layer approach — narrative on top, source grounding underneath — is designed for people who want to move fast without losing the ability to check the details when it counts.
Designed for how investors actually work
Stoky is built around real investor workflows: tracking what changed in a quarterly report, understanding guidance shifts after an earnings call, following sector developments, and checking how one company's results affect related positions. The product is structured around those specific questions rather than a generic search or chat interface that requires users to know what to ask.
Useful on a phone
Audio briefings, chapter navigation, and follow-up chat make the analysis practical for users who want to follow companies while commuting, reviewing a portfolio, or doing something else at the same time. The mobile-first design means the information reaches users when they need it, not just when they are sitting at a desk with time to read a full research report.
Deep agents, not keyword search
Stoky's deep agents do not simply retrieve documents that match a keyword. They follow a question through multiple reasoning steps, connect related events across companies and sectors, track context over time, and keep every answer grounded in evidence. This is different from a chatbot that generates a response without showing the reasoning path.
Broad market or deep focus
Users can follow the overall market story — sector trends, macro signals, index-moving events — or go deep on a single company through its filings, calls, analyst commentary, and historical context. The product adapts to users who want a daily briefing across their watchlist and to users who want to research one name thoroughly before making a decision.