Papyri transforms raw high-volume scans into clean, indexed, structured records using AI automation and selective human oversight.
Operators must split, classify, and key in fields for thousands of pages, causing delays, inconsistencies, and high processing costs.
Operators type values repeatedly, slowing throughput.
Multi-document batches require splitting before processing.
Volume spikes overwhelm limited teams.
Different operators classify documents differently.
Staff waste time on mechanical, non-value tasks.
Papyri transforms raw scanned batches into fully indexed, structured, and export-ready documents without any manual effort.
The workflow begins the moment batches are captured by scanners or MFDs, and each step is handled by specialized nodes that collaboratively deliver clean images, accurate interpretations, and reliable indexing.
This unified workflow replaces manual keystrokes with automation, ensuring accuracy through interpretation, metadata extraction, and optional human oversight.
| Papyri Node | Role in Solution |
|---|---|
| Receiver | Collects scanned batches and securely transfers images into Papyri. |
| Enhancer | Optimizes raw images — de-skews, denoises, enhances contrast, fixes lighting for AI processing. |
| Splitter | Breaks mixed batches into individual documents with precision. |
| Classifier | Identifies each document type for correct processing. |
| Reader | Interprets both visual layout and textual content of documents. |
| Extractor | Retrieves key fields like invoice numbers, dates, totals, and reference IDs. |
| Tagger | Maps the extracted metadata into the enterprise schema for integration. |
| Reviewer | Handles optional human-in-the-loop checks for accuracy and validation. |
| Composer | Prepares structured output documents for downstream export. |
| Archiver | Stores both images and metadata with proper lifecycle management and retention rules. |
Automation processes thousands of pages per hour without staffing changes.
Eliminates manual keying and classification across the workflow.
Enhancer boosts signal quality, improving field extraction reliability.
Handles volume spikes without overtime or backlog buildup.
Consistent, tagged, and indexed documents support audits and reporting.
Zero-Touch Digitization benefits any team that manages large scan inflows by eliminating repetitive manual processing.
Connects with ECMs, DMS, SharePoint, and ERPs using standard interfaces.
Supports audit logs, retention policies, encryption, and governance controls.
Workflow auto-recovers and maintains state across large batches.
Distributed execution supports peak-volume scanning operations.
Role-based access, encrypted transit/storage, and isolated tenants.
Node-level logs, confidence scores, and throughput dashboards.
