Panorama Engine is an experiment around deterministic analytical execution.
The goal is to make analytical decisions reconstructible after execution by treating every run as a sealed deterministic cycle producing a verifiable snapshot.
Originally developed for financial research workflows but the architecture is domain-agnostic.
Interested in feedback from people working on analytical pipelines or reproducible ML workflows.
Panorama Engine is an experiment around deterministic analytical execution.
The goal is to make analytical decisions reconstructible after execution by treating every run as a sealed deterministic cycle producing a verifiable snapshot.
Originally developed for financial research workflows but the architecture is domain-agnostic.
Interested in feedback from people working on analytical pipelines or reproducible ML workflows.