How Quintarthai works

Filings in → intelligence out. Three layers, six engines, one workflow.

The three layers

We pull from three regulatory primaries plus market-data feeds, on the same cadence the regulators publish:

SEDAR+ (CA)	Daily scrape with PDF parsing and OCR for technical reports. Covers MD&A, AIF, NI 43-101, NI 45-106, NI 51-102, NI 62-103/104.
EDGAR (US)	XBRL ingest of 8-K, 10-K, 10-Q, 20-F, S-1, S-3 filings. Realtime Form 4 insider feed.
SEDI (CA insiders)	Daily insider-filing pull. CIK + Canadian-symbol cross-mapping for dual-listed names.
Yahoo Finance	Live quotes, OHLCV, fundamentals (delayed up to 15 minutes).
Macro	Federal Reserve, ECB, ECB, IMF, FT, CNBC for macro & policy context.

Six engines turn raw filings into structured outputs. Detail on architecture, training data, and limitations: AI Transparency.

Quinn (RAG)	404-chunk regulatory corpus across 13 jurisdictions. Llama 3.3 70B + Qdrant retrieval + 8-tool ReAct loop. Refuses advice-seeking questions.
Geo-LLM	Mining-geology specialist. NI 43-101 / S-K 1300 grounding, deposit-type taxonomy, Qualified Person guardrails.
Delisting Risk	Deterministic 12-factor composite (float, insider ratio, institutional ownership, jurisdiction, audit firm, etc.). Reproducible 0–100 score.
Cross-Border Spread	FX-adjusted dual-listed pair math (TSX in CAD vs NYSE/NASDAQ in USD), volume-divergence ratio, transaction-cost reminder.
VPIN Estimator	Volume-synchronized probability of informed trading (Easley, López de Prado & O'Hara 2012). Research metric, not a trading signal.
RLHF retrieval reranker	Thumbs-up/down feedback updates retrieval weights over time. Does not modify base-LLM weights.

You start anywhere — a ticker symbol, a filing, a question. Three high-traffic flows:

Ticker → Report Card. Type a symbol, hit Enter. Composite score, radar chart, sub-scores, insider activity, dual-listed spread (if applicable), analyst consensus when configured. Click any sub-score for the full breakdown.
Question → Quinn. Ask in plain English. Quinn retrieves from the regulatory corpus, cites passages, and refuses anything that looks like personalised advice.
Theme → basket. Browse curated themes (Canadian Gold Juniors, TSX-V Lithium, Cross-Border Dual-Listed, etc.) with one-click drill into ticker-level Report Cards.

Type SHOP in the dashboard search.
Cross-Border Arb panel shows live FX-adjusted spread between SHOP (NYSE) and SHOP.TO (TSX), with volume divergence and the FX rate used.
Insider Filings Explorer shows the latest Form 4 + SEDI activity side-by-side.
Quinn can answer: “What does NI 43-101 say about technical-report disclosure for an issuer that's not a mining company?” with citations from the regulatory corpus.
Risk Monitor scores delisting risk against the NASDAQ/TSX listing maintenance rules.

We don't generate buy/sell recommendations. AI outputs are research, not advice.
We don't connect to brokerage accounts to execute trades.
We don't ingest your portfolio data on our servers — broker CSV imports stay in your browser's localStorage.
We don't claim Bloomberg-tier latency. Quotes are delayed up to 15 minutes; we say so on every data point.

Ready to try it? Open the dashboard — Core tier is free, no card required, 10 Quinn queries / day. Or skim the competitor comparison first.