// One live model · every source

Your data is everywhere. Now it answers.

iDBQuery unifies databases, spreadsheets, PDFs and APIs into one live model — and answers in plain language, with the source.

Connected toMySQLPostgresMongoExcelPDF
// MODEL · LIVE · Ask your whole data estate a question.
SQLMySQLDATABASE
PGPostgresDATABASE
XLSExcel · CSVSPREADSHEET
APIREST APILIVE FEED
PDFDocumentsPDF · WORD
+8Mongo, SAP & moreEVERY SYSTEM
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The problem

Your data is everywhere. The answer is nowhere.

01

A dozen places, one question.

Numbers live in MySQL and Postgres. Records sit in Mongo. The rest is in spreadsheets, PDFs and a handful of REST APIs. Answering one plain question means opening six tools and reconciling them by hand.

02

The data team is a quarter out.

Most teams do not have one. The ones that do are buried in backlog. Every new dashboard is three weeks of waiting on a pipeline nobody has time to build.

03

The black box you cannot trust.

When a tool finally returns a number, you cannot see where it came from. No source row, no trail, no way to defend it in the room. So you check it by hand anyway.

Ask

One question.
One cited answer.

Databases, spreadsheets, PDFs and APIs — iDBQuery unifies them and answers in plain language. Every number links straight back to the source row it came from.

Build

Every source.
One live model.

Databases, spreadsheets, PDFs and APIs on one live model. Connect another source and it joins the same source of truth — no pipelines, no warehouse.

Connect everything — databases, spreadsheets, PDFs and APIs into one model.
Cited answers — every figure links straight back to its source row.
Semantic layer — understands cryptic schemas so you don’t have to decode them.
Control

Run it all
from one cockpit.

Metrics, trends and risk — every figure live, and every number traceable back to its source.

Built for your domain

One engine. Tuned to your domain.

Finance & FP&A

For finance teams who live in spreadsheets and ledgers. Ask across budgets, actuals and forecasts; get variance, ratios and a cited number you can take into the board meeting. Every figure traces back to its source row.

See it for finance

Schools, research & operations

K-12 intelligence and advisory, research intelligence, operations and portfolio analytics — the same engine, tuned per domain, connected to the data you already keep. Plain-English questions, cited answers, and an autonomous Analyst.

See it for your sector

Stop hunting through spreadsheets. Start asking.

Connect your databases, spreadsheets, PDFs and APIs. Ask in plain language. Get a cited answer in seconds.

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