tengu.co

Live price snapshot for one ticker: latest price plus basic trading stats.

Clusters of insider buying across companies: names where multiple distinct insiders bought around the same time.

Live crypto quote from the market-data feed (real-time entitlement, 439 pairs): last-trade price, 24h change/volume (UTC-day basis), day + prev-day OHLC, optional last-7 daily bars, honest as_of.

One-call macro dashboard: VIX, DXY, treasury spreads, fear-greed, and the current regime read.

Current market regime label plus the model's regime probabilities.

Research knowledge base

System status for the service.

Readiness flags showing which subsystems are up and serving.

Recent service log lines.

Cache hit-rate statistics for the data layer.

Conformal prediction intervals for one ticker's forecast: a calibrated lower/upper band at the requested miscoverage alpha (default 0.

Feature and prediction drift over a rolling window (default 30 days).

Top-N feature importances for the prediction models (default top 50, optionally filtered to one model).

IC/IR half-life per factor — how fast each factor's predictive power decays.

Forecast regime probabilities N days ahead (default 21-day horizon).

Historical regime labels over the last N days (default 180).

Portfolio VaR and CVaR at a chosen horizon and confidence (defaults: 1-day, 99%).

Stress-test scenarios from the risk engine.

Historical crash replay through past market crash episodes.

Correlation matrix across the voter signals feeding the ensemble.

Short interest for one ticker: shares short, days-to-cover (DTC), and fails-to-deliver (FTD).

Mined alpha expressions from the research pipeline, filtered to a minimum information ratio (min_ir, default 0.

Strategy genealogy with out-of-sample (OOS) scores — how each evolved strategy variant descends from its parents and how it validated OOS, up to `limit` entries (default 50).

Discover the 39 licensed research datasets servable via the research-dataset reader — equity prices (daily/monthly/delistings/distributions/mutual funds), fundamentals (annual/quarterly/segments/customers/supply-chain), analyst estimates (summary/detail/guidance/price-targets/actuals/recs), implied volatility, securities-finance (full-history CDS + short interest), transcripts/ratings/key-developments, board relationships, forensic-audit filings, syndicated loans, ESG ratings, crowd estimates, TRACE bond trades and Fama-French factors.

Read any licensed research dataset by slug (discover via tengu_v2_research_datasets).

Catalogue of every agent in the swarm — one entry per agent.

Latest heartbeat + stats for one agent

Recent outputs from a named agent

Top trade setups from the decision engine with **defensive-alternates baked in**.

Latest universe-scanner output: the most recent scan results across the tradable universe, up to `limit` names (default 100).

Ultimate-engine aggregate decision for one ticker — the top-level verdict aggregated across the engine stack.

Live position monitor (exits, stops, flags)

Pre-trade expected execution cost for a ticker: spread, market impact, and commission for a given qty (default 100) and side (buy/sell).

Realised slippage stats (mean/median/p95)

TWAP child-order schedule for a ticker: a qty (default 100) sliced into evenly-timed child orders over `minutes` (default 60).

VWAP child-order schedule for a ticker: a qty (default 100) sliced along the intraday U-curve volume profile.

Recommended venue mix (lit/dark/algo)

Catalogue of the 21-strategy library — one entry per strategy.

Latest signals from a named strategy

Historical metrics for a named strategy

Latest fused signals across all voters — the combined signal after voter aggregation, up to `limit` names (default 100).

One EQUITY cross-horizon ensemble row for a ticker.

Active veto state — which risk, regime, or circuit-breaker (CB) vetoes are currently in force over signals.

Cross-asset regime signals — the regime read taken across asset classes rather than from single tickers.

Recent and pending self-healing actions the system has taken or queued.

Currently-active alerts

Aggregate system health with per-subsystem status.

Recent system metrics (latency/QPS/error)

Per-feed external API quota usage and cap status (news, news-analytics, market-data, alt-data).

Realised-vs-predicted accuracy over a rolling window (window_days, default 90) — how well predictions matched what actually happened.

Outcome-resolver status

Recent predictions with their resolution state, up to `limit` entries (default 200) — each call and whether it has resolved yet and how.

Latest optimizer weights — the current weight set from the most recent optimization run.

Recall memory items by free-text query

Post-trade reflections journal

List recent backtest runs

Detail for a single backtest run

Strategies in the sandbox lab

Live lab deployments (paper/tiny-cap)

MARKET-WIDE feed — not per-ticker (that is tengu_v3_news_summary).

Detected market-moving events across the market over a lookback window (hours param, default 24).

Calibrated trust per signal source

Currently-active decision thresholds — the live cutoff values gating automated trade decisions right now.

Index hedge proposals (SPY/QQQ/IWM) computed from live dealer positioning — protective puts when dealers are short gamma and IV rank is cheap, collars when the 25-delta risk reversal shows calls rich, plus IV term-structure context

Latest naive risk-parity weights

Recent trials recorded in the DSR registry (limit param, default 100).

Lifetime count of registered trials — the N used for DSR deflation.

Uncertainty-discounted Kelly fraction for one ticker — the bet size after haircutting full Kelly for estimation error.

SSE stream of live US-equity trades.

SSE stream of live 1-minute OHLCV bars for EVERY US-listed ticker (no subscribe step needed — the all-ticker feed is always on).

SSE stream of live per-venue bid/ask quote events for the requested symbols (bid/ask price+size + per-side venue IDs).

SSE stream of fused signals

SSE stream of decision-lifecycle events

SSE stream of risk / guardrail alerts

SSE stream of structured-news items

Per-user scoped SSE event stream

SSE stream of freshness-labelled market events.

Finite catch-up page for retained market events after a Redis stream id; use after reconnect and preserve each event's source freshness fields.

Bounded Redis reachability plus expiring market-producer and signal-pipeline heartbeats, per-capability readiness, coverage modes/limits and known SSE endpoints.

Live-data ingest daemon status: provider, subscribed symbols, connection uptime, tick/bar counters, last error.

Effective signal-generator status across the optional in-process worker and dedicated processor heartbeat: input ticks, emitted signals and deployment state.

Tick writer (tick-persistence buffer) status: buffered rows, batches written, last flush duration.

Effective decision-generator status across the optional in-process worker and dedicated processor heartbeat: input signals, emitted decisions, deployment state and local gate counters.

News publisher status: polls completed, articles seen/published, dedup hits, newswire availability.

Legacy in-process UniverseManager diagnostics for dev.

Cross-process shared warm-set catalog plus the dedicated US-equity producer heartbeat, research-universe count, capacity and effective readiness.

Agent protocol for real-time queries: which SSE feed maps to which intent (live price, signals, decisions, news, alerts), payload shapes, when to prefer SSE over REST, and fallback rules when flags are off

DRILL-DOWN ONLY — never a first-round call and never alongside tengu_v3_news_summary (it already includes recent stories).

Topic-filtered headlines (earnings, analysts, dividend, mergers, acquisition, ipo, fda, guidance, stock_buyback, insider, lawsuit, esg, crypto, and more), optionally per ticker, over a date_range (default last7days, 50 items).

Daily news-sentiment rollup for one ticker: a -1.

Overall market-wide news-sentiment rollup over a date_range (default last7days).

DRILL-DOWN ONLY — never alongside tengu_v3_news_summary (it already includes trending status).

Most-mentioned tickers in the news over a window (default today), optionally filtered by sector — a market-attention proxy.

Curated end-of-day 'sundown' digest — a market-close recap of the day's news from the newswire, over an optional date_range.

Structured market events — earnings, M&A, FDA decisions, guidance changes, price-target moves — filterable by ticker, event_type, and date_range (default today).

FILTERED-SEARCH ONLY — reach for this when the user specifies filters (topic, sector, source, sentiment, date_range, article/video, free-text search) or multi-ticker search.

News stories tagged with ONLY this one ticker — the strictest filter, excluding articles that co-tag competitors or peers.

News stories where ALL the listed tickers co-appear in the same article — a correlation feed.

Sentiment leaderboard across the full tracked ticker universe over a date_range (default last7days), paginated.

Headline-only alert stream — lighter and faster than full news items; category=general for market-wide or category=ticker with tickers for specific names.

Analyst rating actions — upgrades, downgrades, and initiations, filterable by tickers, rating_type, and date_range; history goes back to 2022-04-08.

All news items belonging to one clustered event, looked up by eventid, paginated.

Category-scoped news feed: section=general for market-wide or alltickers for company-tagged stories, filterable by topic, sector, industry, and source.

One-shot news intelligence for a ticker: recent stories, sentiment stats, trending status, structured events, and analyst actions in a single parallel fetch (90s TTL).

LLM-structured news items — event_type, tickers, sentiment, magnitude, confidence

SEC EDGAR income statements (P&L line-items, revenue through net income/EPS) for a ticker — quarterly, annual, or TTM (default quarterly, last 8 periods).

SEC EDGAR balance sheets for a ticker — assets, liabilities, and equity line-items per period, quarterly or annual (default quarterly, last 8 periods).

SEC EDGAR cash-flow statements for a ticker — operating, investing, and financing flows per period, quarterly or annual (default quarterly, last 8 periods).

All three financial statements — income, balance sheet, and cash flow — for a ticker in one round-trip (default quarterly, last 4 periods).

Derived financial-metric rows per period for a ticker — P/E, ROE, margins, FCF yield, debt ratios — quarterly, annual, or TTM (default quarterly, last 4 periods).

Latest financial-metrics snapshot for a ticker — a single TTM row of valuation and quality ratios.

Form-4 insider transactions for one ticker — officer and director buys and sells (default limit 50).

13F institutional holdings for one ticker, itemized by holding institution (default limit 50).

Directory of every as-reported XBRL concept (us-gaap/dei/ifrs-full) a company has filed — unit(s), observation count and period coverage — from the in-house SEC EDGAR companyfacts corpus.

One XBRL concept's as-reported history — period, value, fiscal year/period, SEC form, accession, filed date — from the in-house SEC EDGAR companyfacts corpus.

Full historical OPTIONS CHAIN for one underlying on one snapshot day from FIRM's own daily market-data capture — per contract: strike, expiry, dte, bid/ask/mid/last, day volume + VWAP, implied volatility, the full greeks (delta/gamma/theta/vega), open interest and underlying price, plus a chain summary (contract/expiration counts, put/call OI + volume ratios, front-month ATM IV).

standardized implied-vol SURFACE for a company, joined from a plain equity ticker (resolves the symbol to the surface's internal id via the link table).

Which mutual funds hold a stock — each fund's percent_tna, shares and market value, largest first, plus report_dt and n_funds, from the survivor-bias-free holdings archive (coverage 2002-2021; no date = latest lagged quarter-end).

academic open-source predictor panel for one stock — a compact vector of 13 replicated accounting anomalies (Sloan accruals, Cooper-Gulen-Schill asset growth, Titman capital investment, Novy-Marx gross profitability, Fama-French operating profitability, cash-to-assets, leverage change, earnings consistency, revenue growth, positive-NI/positive-CFO flags, current ratio, net share issuance) at monthly grain.

Business + geographic SEGMENT breakdown for one company — decomposes a fiscal period into reportable segments by line of business, geography, ASC-280 operating segment and US state, each with sales, revenue, operating income and SIC, grouped by segment type.

Full text of a company's earnings press releases, including guidance language (default limit 8).

SEC filings list for a ticker — 10-K, 10-Q, 8-K, S-1 and more, with an optional form_type filter (default limit 20).

Static company profile for one ticker — sector, industry, CIK, exchange, market cap and employee count.

Historical OHLCV bars for one ticker at second/minute/hour/day/week/month granularity (interval_multiplier for e.

Latest quote for one ticker — last trade plus the current daily bar.

Curated news articles for one ticker from the fundamentals market-data feed, with start_date/end_date filtering (default 50).

One-shot fundamentals bundle for a ticker — metrics snapshot, TTM income, latest balance sheet and cash-flow, company facts, recent insider trades and top institutional holders, fetched in parallel.

One-call company snapshot — info + TTM + ratios + growth + MRQ balance (fundamentalsapi.

Growth metrics — YoY, 3Y CAGR, 5Y CAGR and margin trends; accepts comma-separated tickers for one-call bulk comparison.

Dividend profile per ticker — DPS, payout ratio, consecutive-growth streak and 10Y history; accepts comma-separated tickers.

Same-industry comparables for a ticker, ranked by revenue, margins and ROE (default 10).

Fuzzy company lookup — resolves a free-text name or partial ticker to matching companies (default 10).

Paged listing of the full covered ticker universe, filterable to S&P 500 membership or one sector (limit/page paging).

Multi-filter stock screener combining profitability (ROE, ROA, net margin), growth (revenue, EPS), financial-health (debt/equity, current ratio) and dividend filters, with sector/industry scoping and sort control.

Catalog of pre-built screener strategies — Aristocrats, Cash Cows, Value, Quality and more.

AI-generated company analysis for one ticker — summary, strengths, concerns, peer comparison and a quality score.

Multi-decade historical financial statements for one ticker from SEC EDGAR — income, balance, and cash-flow, filterable by statement_type and start_year/end_year, annual by default with include_quarterly opt-in.

Recent unusual options-flow alerts across the whole market from the options-flow feed, filtered to trades above min_premium (default $50k).

Unusual options-flow alerts for one ticker from the options-flow feed (default 25).

Most recent dark-pool prints across all tickers from the options-flow feed (default 50).

Dark-pool prints for one ticker from the options-flow feed (default 50).

Aggregate gamma exposure (GEX) and delta exposure for one ticker from the options-flow feed.

Max-pain price per options expiration for one ticker from the options-flow feed.

Daily options volume and put/call ratio per day for one ticker from the options-flow feed (default 30 days).

What drives the model: Fama-French 5-factor loadings showing which systematic factors explain the strategy's returns, plus the ensemble's Bayesian voter posteriors ranking which signals it trusts most (top_n, default 50).

Consensus portfolio VaR + CVaR (USD) on the live top-decile shadow book — Cornish-Fisher + t-copula Monte-Carlo + filtered-historical-simulation blended, with a liquidity-adjusted VaR.

Returns-correlation mesh around a seed ticker — nodes = tickers, edges = |rho| >= 0.

SEC Form 4 insider trades for one ticker — recent buys and sells by officers, directors, and large holders (default 25).

Congressional stock trades from two coverage sources — a realtime cross-ticker feed (provider=options_flow, default) or a bulk alternative-data feed (provider=alternative_data) — with an optional ticker filter.

Quarterly corporate lobbying spend for one ticker from the alternative-data feed (limit, default 50).

Federal government contracts awarded to one ticker's company from the alternative-data feed (limit, default 50).

Daily r/wallstreetbets mention count and sentiment for one ticker from the alternative-data feed (default 60 days).

Daily Twitter mention volume and follower count for one ticker from the alternative-data feed (default 60 days).

Daily off-exchange (dark pool + ATS) volume for one ticker from the alternative-data feed (default 30 days).

Issued USPTO patents tagged to one ticker — date, title, IPC class, claim count, and abstract for each (default 25).

Candlestick chart with optional RSI/MACD/Bollinger overlays — returns a base64 PNG in a standard image envelope plus an OHLCV summary block (interval minute|hour|day|week|month, default day; 120 bars).

Live cross-ticker Form-4 insider-transaction feed (alternative-data, last ~20k rows): name, transaction_code, shares, price_per_share, value_usd, shares_owned_following.

Recent 13F position snapshots (alternative-data, cross-fund/cross-ticker, last ~10k rows): fund, ticker, shares, value_usd, report_period — the institutional-ownership signal.

Quarter-over-quarter 13F position deltas (alternative-data), sign preserved: positive = added, negative = trimmed.

Top institutional / fund / insider shareholders for a ticker (alternative-data), as two lists — ownership (shares) and ownership_options (contracts) — because options exposure reads differently from equity holdings.

Street consensus EPS + options-implied expected move per earnings event, with beat_rate_pct and 8-quarter surprise history (est vs actual vs surprise_pct).

MARKET-WIDE ONLY — never for one ticker's news (that is tengu_v3_news_summary).

Live US Treasury yield curve (market-data feed, T+1): 1m-30y tenor points, per-tenor 1-day change (bps), computed 2s10s and 3m10y spreads with inversion flags.

Annual executive compensation history for a ticker (alternative-data): CEO + named officers with name, role, year, salary, bonus, stock_option_awards, total_compensation.

alternative-data: ETF composition or inverse-lookup.

Full US Congress roster (House + Senate, alternative-data) with disclosed trade counts per member.

Corporate-PAC donations linked to the ticker's parent company (alternative-data): candidate, committee, amount, transaction_date, cycle — a campaign-finance influence signal.

Quarterly cross-ticker federal-contracts feed (alternative-data) — top-line award totals only, lighter than per-ticker tengu_v3_intel_gov_contracts (no agency or description fields).

Real-time newswire stories — cross-ticker, ticker-filtered (comma-separated), or by channel: id, title, teaser, url, ticker(s), channels, tags, created (ISO-8601); body=true adds full HTML (slower, larger).

MOVER-EXPLANATION ONLY — for 'why is X moving / what's driving X right now?

newswire 'Press Releases' channel — corporate press releases on the newswire (PR Newswire, Business Wire, GlobeNewswire).

Newswire 'Crypto' channel — crypto news stream covering BTC, ETH, exchanges, regulation, miners.

Newswire 'Movers' channel — coverage of stocks making the biggest intraday moves (gainers, losers, halts, breakouts).

Last N quarters of earnings for a ticker — report date, EPS estimate vs actual, surprise %, and the day-of-report intraday price move %.

Use when: the user asks for a specific ticker's next earnings date, when a company reports, the earnings calendar entry for a name, or anything of the form "when is X's next earnings?

STREAMING variant of ``tengu_v3_earnings_next`` — same consensus contract, delivered as Server-Sent Events (text/event-stream).

NOW WITH a `credit` block: CDX IG/HY on-the-run 5Y composite spreads + 1-session delta (T-2 by source, cadence-aware staleness; full series at /api/v3/credit/indices).

Latest ensemble ML prediction for the ticker, with full conformal interval + 19-voter decomposition.

Causal attribution for a voter's score on a ticker.

Per-voter information-coefficient drift vs baseline for all 19 voters, recomputed daily: live_ic vs baseline_ic, ic_ratio (sign-flip flagged at <0), drift_status (green/yellow/red), sorted by absolute drift severity.

Per-ticker accounting for every voter in the 19-voter ensemble.

Top-N SHAP feature attributions for the ML ensemble score on a ticker: drivers[] ranked by |SHAP| with feature (e.

Live conformal-coverage telemetry: how often the model's stated 90% intervals actually contain the realised 5d returns.

Daily PnL track record for the paper book, Carhart 4-factor-decomposed.

CFTC Commitments-of-Traders report — futures positioning by cohort (producers/hedgers, money managers, other reportables, non-reportables).

FINRA bi-monthly short interest: short_interest_shares, short_interest_pct_of_float, days_to_cover, short_interest_change_pct_30d (vs prior settlement), avg_daily_volume_at_settlement.

Analyst consensus: rating_label (Strong Buy…Strong Sell), rating_score (1-5), bucket counts, price_target_avg/high/low/count, recent_actions[] (upgrades/downgrades/PT changes, firm+analyst+from→to; recent_action_limit).

Securities-lending borrow cost (annualized fee %, rebate, utilization, shares available) — LIVE.

Structured extracts from the latest 10-K/10-Q/8-K via the SEC EDGAR JSON API: balance_sheet_summary, cash_flow_summary, shares_outstanding (basic+diluted+4Q trend), filing_date, filing_url, accession_number.

Macro economic-release calendar from the newswire — CPI, NFP, FOMC, GDP, retail sales and more, filterable by ISO-3 country (USA, CAN, DEU) and date range; importance 5 = market-moving.

Analyst rating actions and price-target changes from the newswire: analyst_firm, analyst_name, action_company (Maintains/Initiates), action_pt (Raises/Lowers), pt_current, pt_prior, pt_pct_change, rating_current/prior.

newswire: upcoming earnings conference-call schedule.

REAL-TIME spot prices for the macro commodities (oil WTI/Brent, gold, silver, nat-gas, copper).

Recent crypto news with sentiment for one or more symbols: title, source, sentiment (Positive/Neutral/Negative), date, topic tags.

Crypto news by section: section='general' for overall crypto-market headlines, section='alltickers' for cross-coin coverage.

crypto-news: daily sentiment rollup for a crypto symbol (-1.

Overall crypto market sentiment rollup across the news feed (no ticker filter).

Trending crypto headlines, noise-filtered down to top stories only.

Crypto news mentioning ONLY the requested coin, with no co-tagged altcoins — the strictest per-coin filter.

Crypto news where ALL the listed coins co-appear in the same story — a correlation feed.

Sentiment leaderboard across the full tracked crypto universe — every coin's sentiment_score over the window (default last7days).

Top 50 most-mentioned crypto tickers over the window (default last7days) — a crypto-attention proxy.

Clustered crypto headline events — related stories grouped into discrete events; fetch recent events, filter by ticker, or drill into one eventid.

Evening crypto market-recap digest, published Mon-Fri at 7pm ET.

Delayed crypto prices with 24h volume and price changes — a single coin, a list, or the top 50 by 24h volume when tickers is omitted.

Large crypto on-chain and exchange transactions for BTC/ETH/SOL/TRX plus major exchanges, filterable by min_amount USD (updated ~every 5min).

Aggregated whale-transaction stats over the window: total volume, net exchange flow (in vs out), and biggest single tx.

crypto-news: one-shot per-coin intel summary.

Recent FX news with sentiment for one or more currency pairs: title, source, sentiment (Positive/Neutral/Negative), date, topic tags.

Macro and cross-pair FX news: section='general' = market macro (Fed, CPI, ECB, NFP, BoJ, BoE), section='alltickers' = cross-pair coverage; optional topic filter (cpi, fed, oil, gold, recession.

fx-news: daily sentiment rollup for an FX pair (-1.

Overall FX market sentiment rollup (no pair filter) — gauges DXY-style market posture rather than any single pair.

fx-news: most-mentioned FX pairs over a window with sentiment tilt.

Trending FX headlines, noise-filtered down to top stories only.

Daily evening FX market summary article.

Clustered FX news events from a forex newswire — high press-coverage stories like central-bank decisions, rate hikes, and intervention rumors, optionally filtered to one pair (e.

Economic calendar with actual, forecast, and previous values for macro releases (Fed/CPI/NFP/ECB) — these prints are priced-in by FX traders, so call it for any 'what did CPI print / what macro data hit this week' question.

Live FX mid prices (15-min upstream refresh): pass pairs for specific quotes (e.

fx-news: one-shot per-pair intel summary.

Multi-mode web search in parallel across link, cited-synthesis and social-sentiment coverage.

Read ONE specific page you already have the URL for — call ONLY after a search returned the link, never to discover pages.

Citation-rich research synthesis (grounded LLM).

Real-time X/Twitter sentiment narrative.

Live US Treasury yield curve + recession-watch spreads + breakeven inflation.

Current US T-bill yields + parked-cash quick-reference.

Options-chain snapshot for a ticker: every contract with Greeks (delta/gamma/theta/vega), implied volatility, open interest, last quote/trade; filter by expiry or call/put side.

One-call ETF intelligence rollup — top holdings + commodity exposure + which other v3 tools work for this ticker.

One-call technical read on a ticker: fuses candlestick chart (RSI/MACD/BB), GEX, max pain, options flow/volume, insider and congressional trades, and off-exchange volume into a signal list, aggregate bull/bear stance, and embedded PNG chart.

Apex Equity Intelligence — single-call omnibus brief for 'what do you think about $TICKER'.

Actionable long/short plan for a ticker: entry, stop (recent swing or 1.

Lightweight catalogue of all registered frameworks — one row per framework with framework_id + intent + 1-line applies_when + version.

Daily briefing for a given user_id: regime, overnight futures, earnings_today, macro_today, watchlist_signals, news_highlights, risk_exposure, top_movers.

Presence check for today's briefing payload for a user/date.

ML pipeline freshness probe: has_predictions, has_weights_history, latest_as_of_ts, n_tickers.

Latest ML ensemble prediction for one ticker: blended_score, conviction, decile rank, and per-voter sub-scores.

Top-N ranked tickers from the latest ML ensemble scoring snapshot, optionally floored by min_conviction.

Current live ML ensemble voter weights (latest history row, broken out per market regime).

Time series of ML ensemble voter weights (per regime, newest first; days=1-365, default 30).

Search PRIVATE companies / investors (VC/PE) / funds / people / limited partners by name (prefix, case-insensitive), ticker, or CIK — relevance-ranked so the prominent entity is #1 (brand/AKA/former-name aware: 'Nubank'→Nu Holdings, 'Square'→Block).

INSTANT (sub-100ms) private-company typeahead — prominence-ranked with the SAME ranking as search, so the famous company is never truncated; each hit carries authoritative website/domain/logo_url plus sector, last-known valuation, ticker.

FULL private-company profile by company_id: financials (revenue/EBITDA/EBIT/net income/EV/net debt), complete financing history (round size/valuation/date/type), classification, HQ/contact, parent hierarchy, and cikcode/ticker to join public data.

EVERYTHING on a private company in ONE call — the complete detail-page payload: full profile (incl.

LIVE real-time overlay for a private company — the fast-moving complement to the (weekly, possibly STALE) private-markets profile, on a short TTL with per-field source provenance.

Funding-round and M&A deal history for a private company (deal size, type, VC round, pre/post-money valuation), newest first.

Investor roster for a private company, resolved through the deal-investor relation; detail=full adds every investor column (AUM, dry powder, activity).

SCREEN private companies by sector, geography, financing/business status, size (total raised/valuation/employees, $MILLIONS), founding year; rows carry ticker/cikcode to join public data.

Private peer set for one company: same industry sector and similar size band (0.

Private-market landscape aggregates grouped by sector, industry_group, region, or country: company counts, total and median capital raised, median valuation, median employees.

Investor profile for one VC/PE/family office by investor_id: type, AUM, dry powder, year founded, investment focus, and median valuation/round.

Fund profile + performance: vintage, size, category, status, and returns (IRR/DPI/TVPI/RVPI/NAV/quartile) when loaded.

Person profile (founder/exec/board member) by person_id: role, board seats, affiliated deals/funds, education, and professional-profile link.

Limited-partner profile by lp_id: LP type, AUM, total/active commitments, allocation to alternatives, and openness to first-time funds.

Single deal / financing round by deal_id: deal size, type, VC round, pre/post-money valuation, and a synopsis.

Advisory-firm profile by sp_id — the law firm, investment bank, auditor or consultancy behind private-market deals: type, employees, parent, and count of companies serviced.

Reverse adviser index for one service provider: every deal, company, investor, fund or LP the firm has advised (relation= picks the edge, limit default 50).

Catalogue of every queryable relation per private-markets entity type — the map of the private-capital graph.

Traverse a company's private-market graph one edge per call (relation=): competitors, investors, board, similar companies, affiliates, buyside targets, service providers, industries/verticals, news, financials, employee history and more.

Traverse a deal's graph one edge per call (relation=): investors, tranches, debt lenders, sellers, service providers, bonds, loans, distribution beneficiaries.

Traverse an investor's graph one edge per call (relation=): portfolio companies, funds raised, co-investors, LPs, board, deals, news, and investment focus by industry/year.

Traverse a fund's graph one edge per call (relation=): investors, LP commitments, team, portfolio holdings, close history, fund family, service providers, and returns time-series.

Traverse a person's graph one edge per call (relation=): career positions, board seats, education, affiliated deals/funds, advisory roles.

Traverse an LP's graph one edge per call (relation=): fund commitments, board, mandates, news, service providers.

Intraday minute bars for one equity from FIRM's own market-data capture (~10.

Intraday minute bars for the major index tapes — SPX, NDX, DJI, RUT, VIX — from FIRM's own market-data indices capture.

Raw options trade prints for one underlying on one trading day from FIRM's own market-data capture — per-print premium (notional_usd), strike, expiry, block/sweep flags, sorted largest premium first.

Raw CME futures trade prints for one root (NG, CL, ES.

Futures term structure for one CME root (27 roots incl.

60s microstructure windows per ticker from FIRM's live tape: rolling vwap, trade count/avg size, block count/vol, buy/sell imbalance, large-trade premium.

Historical options-flow aggregates for one ticker — the ~60s warehouse capture behind the live /intel/options_flow tool.

LIVE implied-volatility analytics in one call: IV RANK (current IV + its 1-year percentile — the standard 'is vol cheap or rich' gauge, with a plain-language verdict), SKEW (risk-reversal per delta — put-vs-call demand / crash premium), and TERM STRUCTURE (IV per expiry + option-implied move, labelled backwardation vs contango).

Historical dealer gamma-exposure (GEX) for one ticker — daily per-strike snapshots behind the live /intel/gex tool.

Historical dark-pool (off-exchange) prints for one ticker — the per-print warehouse capture behind the live /intel/darkpool tool.

Daily securities-lending borrow-cost HISTORY for one ticker from the licensed-research warehouse (default: last 90 days of coverage; max 365-day window).

List a company's earnings calls and investor-event transcripts (licensed institutional, 1.

Full earnings-call transcript as ordered speaker turns — use when the user wants what management or analysts actually SAID on a call.

Search earnings-call transcripts.

Company corporate-event history from a licensed events feed (41.

Legend of the 105 licensed institutional KeyDev corporate-event types: id, human label, and the slug accepted by the type= filter of /api/v3/events/{ticker}.

One-call credit snapshot for a company — call FIRST for any 'how risky is this company's debt?

FINRA TRACE corporate-bond trade prints for one issuer — individual OTC trades (price, yield, volume, buy/sell side) showing where the company's bonds ACTUALLY trade (realised credit spreads, not quotes).

How shorted is this name, from the tape itself: the DAILY consolidated short-volume prints (short ratio per session, full-market coverage) joined with the settled SHORT INTEREST published twice monthly (position, days-to-cover).

What the tracked managers own, as filed on Form 13F: latest-period positions with value, share/principal count and portfolio weight, filterable by manager or issuer.

Insider transactions straight from the Form 4 filings: owner, title, transaction code, direction, shares, price and shares held after.

One call for the cross-asset state of the world from the issuing authorities: volatility futures TERM STRUCTURE (contango vs backwardation — the stress regime flag), the composite LEADING INDICATOR by country, official-sector positioning (primary-dealer series + central-bank balance sheet), recent TREASURY AUCTIONS, and physical-trade throughput at the maritime chokepoints.

What is going public: deals that are priced, upcoming or newly filed, with offer size, share count, exchange and dates.

Credit-index composites — the credit market's VIX-equivalents: CDX (NA IG/HY) + iTraxx (Europe/Asia/SovX) daily composite spreads and prices by series/version/tenor, 2018 to T-2.

Daily 5Y single-name CDS spread history: composite par spreads (raw + bps), market-implied default probability, average/implied agency rating.

Full S&P rating-action history for one issuer's debt — every licensed institutional action (new rating, upgrade, downgrade, outlook/creditwatch change) with from/to symbols, newest first.

Syndicated loan book for one borrower: per-facility size, type (revolver/term), maturity, security/seniority, all-in drawn/undrawn spread bps, covenants; include_lenders adds recent-facility syndicate allocations.

Latest monthly firm-characteristic vector from the academic firm-characteristic panel (~460 columns incl.

Monthly time series of ONE factor characteristic for a stock (e.

Rolling factor betas (Fama-French 5 + momentum) for one stock: beta_mkt/smb/hml/rmw/cma/umd with alpha, idiosyncratic/total volatility and regression R², plus the monthly history of those loadings.

One-call corporate-governance dossier: board size + composition (independent vs executive directors, current members, from board-relationship), director interlocks with other boards, restatement record, auditor-change history, and the latest year's executive compensation (CEO/CFO and top-5 named officers, from executive-compensation).

Forensic accounting red flags with plain-language reasons, from the forensic-audit dataset: fraud/SEC-investigation/adverse restatements, auditor resignations, going-concern or disagreement auditor changes, auditor churn, audit-fee swings >50% yoy, and non-audit-fee dominance (independence risk).

Daily aggregated news sentiment for one company back to 2000 — mean event sentiment (ESS), event count and mean relevance per day from the news-analytics archive (2000-2025) stitched with the live feed.

Institutional-holder history — a holder × quarter matrix of 13F positions (shares per quarter-end + latest value) from the institutional-holdings 13F archive.

Analyst-level estimate revision timeline — every individual broker estimate (announce/revision dates, analyst id, fiscal period, value, realised actual) from the analyst-estimate detail archive back to 1980.

Management guidance history — every company-issued guidance range (measure, period, low/high, announce date, street consensus at that date) from the analyst-estimate Guidance archive.

Survivorship-bias-free daily price history — research-grade daily closes, total returns, volume and cumulative split adjustment factors (cfacpr/cfacshr) 2000-2024, stitched with live market-data daily bars 2025→today, plus the research-grade delisting record.

Complete corporate-action history — every cash dividend, stock split and distribution (research-grade distcd-coded with divamt, facpr/facshr factors and declare/ex/record/pay dates) back to first listing.

Deep short-selling history — daily off-exchange short-volume series (short vs total shares across FINRA venues + short ratio, back to 2006) plus the official bi-monthly short-interest series from the securities-finance/licensed-research archive.

Monthly EMPLOYMENT MOMENTUM for one company — headcount trend, hiring vs attrition and salary level, from a monthly workforce panel rather than an annual filing.

WARN-Act LAYOFF FILINGS for one company — the public notices an employer must file WEEKS BEFORE a cut, so they lead the press release and the next earnings call.

CROSS-SECTIONAL LAYOFF SCREEN — which listed companies filed WARN-Act layoff notices in the last N days, ranked by employees noticed.

CROSS-SECTIONAL HIRING SCREEN — rank listed employers by headcount growth between the panel's latest month and N months earlier: ticker, company, headcount then and now, percent and absolute change, latest hiring and attrition rates and average salary, sorted fastest-growing or fastest-shrinking.

The SUPPLY-CHAIN GRAPH around one company — its customers, suppliers, competitors and partners in one call, each with the relationship's start date, whether it is still open, which side reported it, and revenue dependence where it was estimated.

REVENUE DEPENDENCE, both sides — the revenue-at-risk map around one company.

GEOGRAPHIC REVENUE EXPOSURE for one company — where the revenue actually comes from, estimated region by region and country by country for a fiscal period, with a per-row confidence score.

WHAT THE MARKET ACTUALLY KNEW on a given date — as-FIRST-REPORTED quarterly financials for a ticker as they stood on `as_of`: for each fiscal period, the latest published version whose knowledge date is on or before that day.

THE RESTATEMENT TRAIL for one fiscal quarter — every published version of the period in order, each with the day it became the live view, the day it was superseded, and exactly WHICH line items changed from the previous version.

The honest bounds of the point-in-time primitive: how many published versions are held, for how many companies, the span of KNOWLEDGE dates (which is what an as_of query can answer) and the span of fiscal periods covered.

INSIDER TRANSACTIONS SPLIT BY WHETHER THE TRADE WAS PRE-SCHEDULED — Form 4/5 activity for one company with the metadata free feeds drop: the Rule 10b5-1 flag and the filing lag.

INSIDER INTENT-TO-SELL NOTICES — supply before it hits the tape.

What insider history exists, for which dates, and how much of it carries a Rule 10b5-1 plan flag — rows by record type, distinct filers, the transaction- and filing-date spans, and the share of rows that actually carry the plan flag.

CURRENT INSTITUTIONAL HOLDERS of a company, largest first — holder-level positions with shares, market value (USD), percent of shares outstanding (percent, 0-100) and the change against the prior report, so new, increased, decreased and exited positions are visible.

How much institutional-ownership history has actually landed — per quarter: rows, securities and distinct holders held right now, plus a flag on any quarter still loading.

IDENTITY CROSSWALK for one symbol — every identifier the security and its issuer carry, which rung matched, and how confident that match is.

REVERSE IDENTIFIER LOOKUP — give it a CUSIP, ISIN, SEDOL, ticker, estimate-vendor ticker, gvkey, regulator filer number, entity id or private-company-graph id and it returns the security (or, for an ISSUER key, every security under that issuer) plus which rung matched and whether that binding is still current.

IDENTIFIER HISTORY for one symbol — every identifier this security has ever been bound to, with the dates each binding started and ended, plus the dated events where the ISSUER changed its name, ticker or CUSIP.

BATCH CROSSWALK — up to 100 symbols resolved in ONE pass, each returning its current identifiers (CUSIP9, CUSIP8, ISIN, SEDOL, ticker, estimate-vendor ticker), its issuer keys (gvkey, CUSIP6, regulator filer number), which rung matched and its status.

CROSSWALK COVERAGE — what the reference dataset actually contains, measured live and stated as numbers rather than adjectives: securities and issuers carried and how many are still active, identifier bindings held and how many are RETIRED, the percentage of securities carrying each rung, how many issuers bridge into the private-company graph and how those links break down by confidence grade, and how many dated issuer change events are on file.

FEATURE-STORE CATALOGUE — the derived research panels this platform computes for its own models: what exists, how much of it there is, how far back it goes, and how fresh it actually is.

READ ONE DERIVED FEATURE PANEL — the model-ready research features this platform computes for itself: price/return and liquidity features, monthly fundamentals, analyst-estimate dynamics, options and volatility-surface features, insider and institutional-ownership features, news-sentiment features, betas, regime and macro features.

Full per-ticker quant analysis.

Today's top N picks (long or short side).

The ENTIRE scored universe in one call (limit=0 = all ~13k names), ranked, each with the model's absolute suggested_position_pct AND a relative normalized_weight that sums to ~100% across the returned set.

Current macro regime + plain-English interpretation of how strong the model's edge is in this regime.

Out-of-sample model performance — Sharpe, IC, conformal coverage, factor-decomp alpha.

CONTRACT C2 — is the alpha signal fit to trade, and do we actually know?

Live IC drift status — comparison of realised live IC vs training-time IC.

Per-voter IC drift breakdown — pinpoints WHICH of the 12 voters in the ensemble is decaying.

ML-transparency aggregation for one ticker — collapses 5 individual tools (ml_drivers, ml_prediction, model_calibration, voter_ic_drift, voter_coverage) into a SINGLE call.

Smart-money aggregation for one ticker — collapses 7 individual tools (sec13f_changes, institutional_ownership, insider_trades, options_flow, darkpool, max_pain, gex) into ONE call.

OMNIBUS aggregation for one ticker — Brain's primary single-stock verdict path.

REVIEW A TRACKED DECISION.

EMPTY UNTIL FIRST USE — not broken.