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.