Argos Engine

Underlying technology for Panopt for SAP

Argos Engine is the engine that does the work: read the PDF, rebuild the document, measure reading confidence, extract the signals with their page. Panopt for SAP is the product that applies this engine to EWA reports.

Product: Panopt for SAP Engine: Argos Engine

Practical role of the engine

The engine reads the report and rebuilds it: from what it extracted, it reconstructs a representation of the document and compares it with what it was supposed to read. That comparison yields a confidence measure — what is certain, what is doubtful, what could not be processed. The analysis is bounded by that measure, and every signal keeps its source page. The current scope remains SAP EarlyWatch Alert reports, in structured evaluation contexts.

What it does now

  • Reads an EWA PDF entirely locally
  • Rebuilds the document and measures confidence in its own reading
  • Extracts the technical signals, each tied to its source page
  • Produces a structured summary for expert review

Current boundary

  • Current scope: SAP EarlyWatch Alert reports, in structured evaluation
  • No broad production validation
  • No published benchmarks

What is not claimed

  • No autonomous decisions — the expert decides
  • No finished enterprise deployment package
  • No published customer references

How it works in current product framing

1

Read

The EWA PDF is read locally, page by page.

2

Rebuild

The engine reconstructs a representation of the document and compares it with what it was supposed to read: that is where the confidence measure comes from.

3

Extract

The technical signals are extracted, each tied to its source page.

4

Summarize

A structured summary, bounded by the measured confidence, is delivered for expert review.

Site content last reviewed: 2026-07-10