PyPhtr

Data required. That's a given.
Just don't forget your imagination

A visual pipeline platform for people who do serious analysis — and don't code for a living.

Beta is invitation-only. A key activates the app; email us to get on the list.

Wire your analysis together on a canvas — not buried in notebook cells. Every step is a node you can see, connect, and re-run. And it watches for the mistakes that don't throw errors.

Catches silent errors

The Cell Advisor flags analysis that runs clean but is quietly wrong — the failures no stack trace ever shows you.

Adaptive Compute Engine

ACE sizes every run and routes it to the right compute for the job — you never pick a machine or manage infrastructure.

Provable work

Cryptographic receipts record what ran, on what, and when — so a result can be trusted and reproduced.

Python and R

Both first-class, side by side on the same canvas. Use the right tool per step, not per project.

Never redoes work

Results are cached and reused. Change one node and only what depends on it re-runs.

Branch your thinking

Fork a pipeline to try an idea without wrecking the version that works.

Who it's for

Statisticians, researchers, and applied data scientists who need rigor without a software-engineering detour.

In the family of KNIME, Alteryx, Dataiku, and SAS — built for people, not pipelines-as-code.