GritFlow
The GF Cloud DB · Part of the GritFlow Framework

The Database That Figures Itself Out

It keeps its own reports fast, documents itself, heals itself, and never loses a change — so your team just builds. No warehouse, no ETL, no schema docs, no backup anxiety.

0.30 s
reports fresh under a 10K-write storm @ 1M rows
5.5 s
a million rows onboarded, one call
1.4M rows/s
bulk load rate, measured
100%
schema self-documented

A database is supposed to hold your data — not create four jobs

Most data layers quietly hand your team a second job. The GF Cloud DB exists to make these jobs disappear.

ETL pipelines and a warehouse

Fresh reports shouldn't require a second database, a pipeline tool, and a nightly job that breaks on Saturdays.

A DBA to keep it fast

Most databases get slower as they grow — until someone is paid to watch, tune, and rescue them. Speed shouldn't be a staffed position.

Schema docs nobody writes

Every team promises to document the database. Nobody does — and six months later, no one remembers why a column exists.

Backup anxiety

The quiet fear that a conflict, a crash, or a bad sync silently overwrote something you can never get back.

What it does instead

Six capabilities, one data layer — and every performance claim below links to a measured result.

Reports without a warehouse

Reporting rollups keep themselves fresh as data changes. First build in 0.04 seconds; refreshed in 0.30 seconds under a 10,000-write storm on a million-row database — no ETL, no pipeline, no second system.

See the performance numbers

Stays fast as you grow

Measured at 100K, 1M, and 3M rows: onboarding in 0.6s, 5.5s, and 16.7s, update payloads nearly flat, reports sub-second under a write storm at a million rows. No DBA on speed dial.

The scaling measurements

Documents itself

Every table, column, and relationship carries its purpose — machine-readable, always current. Your AI knows why every column exists, so it answers about your business, not your column names.

See the whole database

A live entity-relationship map of everything — schemas, tables, columns, and how they connect. Click anything to drill in. It's never out of date, because it's generated from the database itself.

Work it like a spreadsheet

A grid workspace on your real data: search, filter, sort, and edit with spreadsheet ease — on an actual database with real relationships underneath, not a toy that caps out.

Works anywhere, never loses a change

Offline included: changes ship as kilobyte deltas, conflicts resolve deterministically, and the losing version is always preserved and recoverable. Kill it mid-transfer — it rolls back atomically.

The correctness proof
The Schema Engine

Your entire database, explained

Open the schema explorer and see everything — every schema, table, column, and relationship, laid out as a living map. Click any box to drill from schemas to tables to columns.

And it isn't just shapes: every object carries its purpose. Why the column exists, what the table means to the business, how deletes behave. New engineers stop guessing. Your AI stops hallucinating about your data.

On the benchmark's exemplar database, 100% of the schema carries machine-readable intent after onboarding — the whole thing fits an AI context in ~4.8K tokens, with a ~400-token digest for everyday sessions.

Schema Explorer
live · always current
Customers93
Orders830
Order Lines2,155
Products77
Suppliers29

Every object carries its purpose

Customers
Every company we sell to
Orders
The order book
Order Lines
Qty × struck price
Products
The catalog
Data Workspace · Orders
830 records
Status: OpenSort: Newest
OrderCustomerAmountStatus
#10248Alpine Trading$1,814Open
#10249Harborview Co.$2,329Open
#10250Meridian Ltd.$1,552Shipped
#10251Northgate Inc.$654Shipped

Illustrative data — search, filter, edit, export on your real database

The Data Workspace

Spreadsheet ease. Real database underneath.

If you've outgrown hosted spreadsheet-database tools like Airtable, this is the other side of the trade: the same friendly grid — search, filter, sort, edit, export — sitting on a genuine database you own.

  • A real database underneath — SQL, relationships, views, and millions of rows
  • Your data in an open format you own, on infrastructure you control
  • Works fully offline; syncs back in kilobytes when you reconnect
  • Every change recoverable — nothing is ever silently overwritten
  • An AI that understands every column, because the schema explains itself

Every claim on this page is a measured number

152/152 scenario checks across 14 real-use-case scenarios, 205/205 regression checks, and a load/chaos/fuzz suite — one command, one verdict, all green. We published the whole thing as a reproducible benchmark.

See the GF Cloud DB Benchmark

The GF Cloud DB comes with every GritFlow app

It's the data layer of the GritFlow Framework — the platform for building enterprise vertical AI that compounds into a moat.