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The Symbolic AI Platform.

Bring your data. Diafunc discovers a readable model — code you can question and stand behind — inside a full platform: notebooks, tables, functions, analyses, visualizations, collaboration.

Powered by Ufinq, our Symbolic AI technology.

See the platform
From your data, through Symbolic AI powered by Ufinq, to a readable model.
What you get

A model you can read.

Not a wall of weights — readable code a domain expert reads in seconds. Every term has meaning. Read it, question it, refine it. The model is the deliverable, and it's yours.

A discovered model: readable code plotted against data with a quality score.
How it gets there

Discover it — automatically.

No model-building, no code. Diafunc explores thousands of candidate solutions, fits the constants, prunes for simplicity, and keeps the one that's both accurate and readable — powered by Ufinq, our Symbolic AI.

An automated analysis turning a dataset into a discovered model and dossier.
The core feature

Automated analyses.

Run an analysis on your data. Ufinq — our Symbolic AI technology — discovers a readable model; Diafunc builds the whole report around it. End to end, no code.

An automated analysis: a data table flows into Diafunc's Automatic Analysis built on the Ufinq foundation, and out as a result — symbolic model with quality metrics, visualizations, statistics and an explanation.

In that report: a readable model, the evidence it generalizes, and a plain-English narrative — refreshed automatically as your data grows.

Readable

From data through functions to models — readable end to end.

Inspectable

Every claim shows its work — the data, the math, the validation behind it.

Trustable

Defend every number — to a colleague, a customer, your future self.

Where you work

A full data-science platform.

The model is the point — but you need the environment around it. Diafunc gives you the whole thing in one place.

Notebooks — interactive exploration with code, prose and charts woven together.
Tables — store and query large structured datasets.
Functions — reusable code in Java, Kotlin, Scala, JavaScript and Python.
Visualizations & graphs — charts over your data, graphs over the relationships in it.
Imports & Data Sources — 30+ file formats, Google Sheets, S3, JDBC — refreshed on a schedule.
Projects & branches — organize work and branch your data and models to try alternatives.
Collaboration — co-author and share notebooks, analyses and models with your team.
API · MCP · CLI — REST for tools, MCP for AI agents, CLI for the terminal.

See the whole platform →

Scattered data points converging through traced relations into a glowing diamond at the centre — a readable model crystallising from your data.

Start discovering models in your data.

For anywhere an answer needs an explanation.

More about Ufinq
Diafunc — from dianoetic function and diamond function.
“An allusion to a thinking and reasoning function and its value for the future of everything.”