The market database
that speaks first.

Computed on arrival

Indicators, levels and statistics update the moment data arrives. Questions become lookups — screens across the market return in milliseconds.

Events, not just numbers

Dozens of market events are detected as they happen, scored for how unusual they are for that security, and tracked for what followed.

Evidence, not anecdotes

Every event carries its history: how often it happened and what came next — measured without hindsight across decades of data.

Zoom in

From a market-wide scan to a single security: state, key levels, trigger prices, recent events and what historically worked for it.

Ask in plain English

Ask a question in your own words. EquationDB shows the precise query it ran, so answers are transparent and repeatable.

Alerts that matter

Subscribe to the events and conditions you care about and get notified in the app, by webhook, chat or email.

Relationships

How the market moves together — correlations, leaders and followers, clusters, and what a shock in one name implies for the rest.

Discovery with guardrails

Let the system search for setups and recurring patterns — with out-of-sample testing and false-discovery control built in, not bolted on.

Workflows & agents

Turn rules into paper-trading workflows, replay them over history, and connect your AI agents directly.

Statements as time series

Every income-statement, balance-sheet and cash-flow line, queried like prices.

SELECT symbol, period_end,
  is.revenue, is.net_income, is.eps
FROM financials
WHERE symbol IN ('AAPL','MSFT')
  AND period = 'FY'
ORDER BY period_end DESC

Intraday, resampled

Five-minute VWAP for the regular session, straight from 1-minute bars.

SELECT timestamp,
  sum(close*volume)/sum(volume) AS vwap
FROM bars
WHERE symbol = 'NVDA'
  AND timestamp IN '$today'
  AND session(timestamp) = 'regular'
SAMPLE BY 5m

Post-trade analysis

Slippage, markouts and implementation shortfall against the tape, as ready-made recipes.

SELECT ts, symbol,
  (price / price_asof(symbol, ts) - 1)
    * 10000 AS slippage_bps
FROM fills

Top 3 per sector

Window functions with QUALIFY: the strongest three-month momentum in every sector.

SELECT symbol, sector,
  roc(63) AS mom_3m,
  rank() OVER (PARTITION BY sector
    ORDER BY roc(63) DESC) AS rk
FROM top500
QUALIFY rk <= 3

Risk statistics

Sharpe ratio and maximum drawdown per symbol since 2021 — finance aggregates built in.

SELECT symbol,
  sharpe(ret) AS sharpe,
  max_drawdown(close) AS max_dd
FROM bars
WHERE symbol IN ('AAPL','MSFT','NVDA')
  AND timestamp >= '2021-01-01'
GROUP BY symbol

Event studies in SQL

Which rare events were followed by the best five-day returns.

SELECT event, count(*) AS n,
  avg(fwd_5d) AS avg_fwd_5d
FROM events
WHERE rarity >= 95
  AND timestamp >= '2024-01-01'
GROUP BY event
HAVING count(*) >= 20
ORDER BY avg_fwd_5d DESC

Hedge funds & prop desks

Idea generation, monitoring and research on one platform, without a data-engineering team.

Quant & research teams

Point-in-time data, deterministic replays and honest statistics for fast hypothesis testing.

Advisors & platforms

Programmatic access and feeds to power your own products and workflows.