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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.

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From your data, through Symbolic AI powered by Ufinq, to a readable model.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.A data table flows into Diafunc's Automatic Analysis built on the Ufinq foundation, and out as a report with model, metrics, charts 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.”