Empirical Patterns
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Document pattern recognition

Your documents are trying to tell you something. We read them all.

Empirical Patterns finds the patterns hiding in unstructured material — written text typed or handwritten, video, and pictures. Drop it in, ask a question in plain language, get a structured answer back.

Typed text Handwriting Video Pictures

What we read

Every format your work actually arrives in

Real documents are messy. Scanned forms, a photo of a whiteboard, a note scribbled in a margin, an hour of footage. Empirical Patterns treats all of it as one corpus.

Written text — handwritten or not

Typed reports, scanned PDFs, printed forms, and handwriting alike. We pull out the entities, clauses and recurring structures, and keep every finding anchored to the page it came from.

PDF Scans Handwriting Forms

Video

Walk-throughs, inspections, interviews, screen recordings. We read what happens on screen and what is said about it, then surface the moments that repeat — with the timestamp attached.

Footage Screen capture Timestamps

Pictures

Photographs, diagrams, whiteboards, screenshots, charts. If a person could look at it and spot the pattern, so can we — across thousands of images at once.

Photos Diagrams Screenshots

How it works

From a pile of files to an answer you can act on

No schema to design up front, no tagging project, no six-week onboarding.

Bring your material

Attach documents, images and video — mixed formats in the same batch. Nothing needs sorting first.

We find the patterns

Recurring structures, entities, anomalies and relationships get recognised across the whole set, not one file at a time.

Ask in plain language

Question the corpus like a colleague who has read all of it. Answers come back with the source behind them.

Take it with you

Structured output through the API, so the patterns land in the systems your team already runs on.

4 formats
Typed text, handwriting, video and pictures in one pipeline
1 corpus
Patterns recognised across the whole set, not file by file
0 schemas
Nothing to define up front — bring the material as it is
Cited
Every answer traces back to the page, frame or image

See what is in your documents

Point Empirical Patterns at the material you already have and ask it the question you have been meaning to answer.