EquationDB

One database for every market question.

EquationDB is a market database and research engine. Ask any market question in plain English or one query language, and get the answer with the evidence, across 70,000 instruments on 70 exchanges, running 24x7.

~70,000instruments

70exchanges

1,515event types

24x7always working

equationdb.comOverview for investment firms · 2026

The problem, and the fix

Six systems and a data team, replaced by one database.

Data in five or six systemsOne symbology, one place
Answers computed overnightComputed as each bar lands
Backtests that use hindsightOnly what was known on the day
AI that makes numbers upAI that quotes the database

Coverage

Every market, not just the index names.

~70k

stocks, ETFs and funds on 70 exchanges, 108 countries

1962

price history from; 312M adjusted bars

~51k

companies with financial statements from 1985

3,500+

FX pairs and crypto tokens

From New York, London and Tokyo to Mumbai, Dubai and Riyadh.

Ask anything

Type the question. Get the evidence.

Plain English becomes a query you can see
One query language, or full SQL
Answers in milliseconds, not overnight
"Improve with AI" sharpens a vague question

You ask

Which large US stocks are oversold but still in an uptrend?

↓

GET top500
WHERE rsi(14) < 30 AND close > sma(200)
SORT rsi(14)

Demo library: 1,500+ power queries, explained and ready to run. New ones added daily.

What happened, why, what works

Events, explanations and backtests, as data.

Events

1,515 event types

133M+ occurrences, each scored for rarity, each with what followed.

EVENTS * IN top500 LAST 1d

Why it moved

Each driver's share

Market, sector, theme, earnings, linked names, and the unexplained part.

WHY NVDA LAST 1mo

Backtest

A strategy in one statement

Stops, costs, next-bar fills; the same code as live alerts.

BACKTEST LONG IN top500 ENTER WHEN …

What's inside

Everything a research desk needs, in one place.

Symbol pages

Every indicator, level, event, peer and fundamental for one stock

Series

Any price, statement line or flow as a time series, counted from when it was known

Simulations

"What if" from history: how a target responded every time before

Taxonomy

Every company in a modern 8-level industry tree, by what it actually does

Themes

2,300 themes, from AI infrastructure to GLP-1, each with its own index

Knowledge graph

Suppliers, customers and competitors; shock one name, see who it hits

Thesis

Write a belief in plain English; get a graded verdict on decades of history

Candle Genome

Every formation in a stock's history and what it meant for that stock

Earnings calls

Calls measured, read by AI and quoted; search who said what

Alpha Lab

Which anomalies survive costs, built for Gulf and emerging markets

Apps & dashboards

Save any query as an app; link apps on one dashboard

Demo library

1,500+ power queries, explained and ready to run; new ones added daily

Thesis

Write a belief. Get a verdict.

259

tested theses in 15 categories, ready to run

1 click

samples on one symbol, index, commodity or coin

✦ AI

"Improve with AI" turns a hunch into a testable claim

Knowledge

A brain that learns every night.

Re-tests what it believes on new data
Makes its own paper calls, then scores them
Searches for new patterns every night
Keeps one only if it holds out of sample

Alpha Lab

Which edges are real in your market?

Built for Gulf and emerging markets
Momentum, reversal, low-vol, oil beta and more
Judged after trading costs
Corrected for testing many ideas at once

Signal × holding period

Schematic

See the market

MarketEye and Candle Genome.

MarketEye · live

The whole market at a glance: clusters by sector and co-movement, every exchange, crypto and FX. Replay any session.

Candle Genome · one symbol

Every formation in a stock's history, and what it meant for this stock versus all others. Any day's candle explained using only earlier data.

Your language

AI analysis and the interface in 13 languages.

AI explanations and summaries in your language
Interface translated, including right-to-left
Tickers and numbers stay exact

English

العربية

中文

Español

Français

Deutsch

日本語

한국어

Português

Русский

हिन्दी

Türkçe

Italiano

The value

A research desk that never sleeps, without hiring one.

Works 24x7

In session	Live quotes, events
~21:05	Daily brief
Nightly	Findings, Knowledge, new queries
Always	Alerts, tasks, agents

Time saved by hand

3,222 h

a year of recurring analyst work, ≈ 1.6 analysts

≈ $322k

a year at $100 per hour

In-house cost per year

Assumptions (illustrative): $200k per person per year fully loaded; 2,000 h a year ($100/h). By-hand hours: brief 2 h × 250 days, screens 1 h × 250, calls 100 cos × 4 × 1 h, thesis re-tests 259 × 4 / yr × 2 h. Desk = 2 data engineers + 2 quant analysts working 40 of 168 h a week; 24x7 = 4.2× the people. Excludes data licences, servers and recruiting. EquationDB: one plan, pricing on request.

Integration, AI agents, security

Plugs into your desk and your AI.

Connect · no install

Your way in

Browser appREST APISQLPythonMCPCommand lineCSVWebhooksSlackTelegram

No spreadsheet add-in; spreadsheets use CSV or the API.

AI agents · measured

Same model, 24 market questions

MCP server: any AI assistant queries the database instead of guessing.

Security

Built for auditors

Per-firm isolation, two-factor sign-in
Read-only API keys, every call logged
Full audit trail
Every answer carries its query
Hosted, dedicated or private

Next step

See it on your own questions.

One plan

Every feature included

No tiers. Pricing on request.

Free trial

The full product

For your team, on your markets.

30-minute demo

On your questions

Tell us what your desk needs to answer.

equationdb.com/contact

Start a trial or book a demo.

EquationDB · equationdb.comFigures from the live product, October 2026. Historical evidence, not a forecast.