About PRISM

A public product surface, not an operator console.

PRISM is a quantitative company scoring system built from multiple public-data-based factor groups. The public site is intentionally separate from the internal research and admin platform, and it only displays approved exported results.

What you can do here

Read approved snapshots

Browse curated companies, score breakdowns, factor-family summaries, trend context, and confidence-aware explanations.

What you cannot do here

No privileged controls

The public product cannot trigger score runs, launch pipelines, change weights, inspect sandbox profiles, or mutate production state.

Why it matters

Safer by architecture

The frontend reads only public JSON exports, which makes the internal research stack and the public product harder to confuse or accidentally couple.

Publication cadence

Approved daily refresh

Once production scoring is complete and approved, a deterministic export job generates public-safe artifacts and refreshes the site snapshot.

Public run timestamp: Loading...

Export generated at: Loading...

Professional caveat

Research-oriented output

PRISM scores are designed to summarize a broad factor mix. They are useful for research and monitoring, but they are not guarantees of future performance and do not replace independent analysis.