One-Intelligence
ONE-INTELLIGENCE is PowerDox’s AI-native visual document intelligence engine that transforms how documents are processed within your operations. It works directly within your workflows to interpret documents based on structure, relationships, and context, enabling diverse document types to be handled with precision and consistency without format-specific configuration. The result is faster processing, exceptional accuracy, fewer exceptions, reduced licensing costs, and a lower cost per document.
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Visual Document Intelligence
One Engine. All Document Types.
Engine Capabilities
Agentic Document Processing
ONE-INTELLIGENCE automatically evaluates each document and determines how it should be processed based on its content, format, and condition. Instead of relying on fixed steps or manual decisions, the system adapts its processing approach as each document moves through it. The result is a context-aware, self-adjusting processing flow at scale.
ONE-INTELLIGENCE accepts documents submitted in common enterprise formats, supporting both scanned and digitally generated inputs across a wide range of document types.
Supported input formats include:
- PDF documents, including single-page and multi-page files
- TIFF documents, including multi-page TIFF files
- Image formats, including JPEG/JPG, PNG, BMP, and HEIF
Inputs may be submitted as individual files or combined within a single submission. For example, multi-page documents or front-and-back images may be provided as separate images, as pages within a multi-page TIFF, or combined within a single PDF.
Password-protected or encrypted files must be unlocked prior to submission.
ONE-INTELLIGENCE supports document processing across multiple languages, enabling consistent extraction, classification, and validation regardless of document origin. The system adapts to language-specific structures, formats, and terminology without requiring separate processing pipelines.
- Multi-language document ingestion across global document sets
- Accurate extraction of structured and unstructured content across languages
- Support for mixed-language documents within a single workflow
- No need for language-specific templates or rule sets
All language capabilities are seamlessly integrated into the same processing pipeline, ensuring consistent results without added complexity or configuration.
ONE-INTELLIGENCE is designed for enterprise-scale document ingestion and supports both low- and high-volume workflows, as well as small and large document submissions, with predictable and deterministic behavior.
Key scale and size characteristics include:
- High page-count support, allowing up to 2,000 pages to be processed within a single submission
- Large multi-page document handling, enabling front and back images or multiple checks to be processed together as one logical unit
- Consistent large-file processing behavior, aligned with enterprise ingestion and batch-processing pipelines
- Deterministic rejection and error handling for unsupported conditions, ensuring predictable outcomes in automated workflows
This design enables stable processing of high-volume or mixed-content submissions without requiring document pre-segmentation or manual intervention.
ONE-INTELLIGENCE supports a wide range of image qualities and resolutions commonly encountered in real-world document processing.
Supported characteristics include:
- Readable low-resolution images, including compressed or resized captures where text and layout remain legible
- High-resolution and large-format images, enabling interpretation of fine detail such as dense text, handwriting, and security features
- Wide dimension ranges, supporting both tightly cropped images and very large scans
Practical limits are handled transparently. Extremely small or degraded content may reduce interpretability and is surfaced with lower confidence rather than forced extraction. Very large or ultra-high-resolution images are supported but may increase processing time due to normalization and optimization steps.
This ensures predictable behavior across image qualities, with accuracy, performance, and confidence signals clearly reflected in results.
ONE-INTELLIGENCE is designed to process documents as they appear in operational environments, not just idealized samples.
The system handles common real-world conditions, including:
- Skewed or rotated images
- Compression artifacts and low-contrast backgrounds
- Security patterns and pantographs
- Deposit stamps and over-stamps
- Handwritten annotations and corrections
- Partial crops, edge cutoffs, and scanner bed artifacts
- Mixed front-only, back-only, and front-plus-back submissions
This ensures consistent extraction and validation even when image quality varies across sources.
ONE-INTELLIGENCE can be deployed in the way that fits your environment, with flexible options that support both enterprise control and rapid integration.
Supported deployment models include:
- Managed service (cloud-hosted), fully operated and maintained for rapid deployment and minimal overhead
- On-premise container deployment, supporting Linux and Unix environments with full control over infrastructure and data
- Windows service deployment, enabling tight integration within existing Windows-based systems and workflows
All deployment models are accessed through a consistent REST API, ensuring seamless integration while maintaining control over where and how processing runs. While the API is standardized, ONE-INTELLIGENCE is designed to adapt to customer-specific processing requirements, with flexibility to tailor integration patterns where needed.
Application Areas
Operationalize Document Intelligence at Scale
High-Volume Processing
Process large volumes of documents without manual handling or pre-sorting. ONE-INTELLIGENCE automatically evaluates each document and determines how it should be processed, enabling continuous, uninterrupted processing across mixed document sets.
Learn moreComplex and Variable Documents
Handle documents that vary in format, layout, and quality without requiring custom rules or templates. ONE-INTELLIGENCE adapts to real-world variability, ensuring consistent extraction even when documents are inconsistent or imperfect.
Learn moreReduce Manual Work and Exceptions
Minimize exception handling and manual correction by improving first-pass accuracy and applying consistent processing across all inputs. Reduce rework and enable more straight-through processing.
Learn moreWorkflow Integration and Automation
Integrate document intelligence directly into your systems using a consistent REST API. ONE-INTELLIGENCE operates as part of your workflow, enabling real-time or batch processing without disrupting existing architecture.
Learn more
Features
Discover the capabilities that power intelligent processing
API-first integration
Connect One-Intelligence into business applications, workflows, and downstream systems using secure REST-based integration.
Agent-driven processing
Orchestrate document understanding, extraction, validation, and decisioning using configurable AI-driven processing flows.
Multi-step workflows
Route documents through intelligent workflows that support classification, review, exception handling, and downstream actions.
Built-in extraction tools
Capture structured data, unstructured content, and document metadata from forms, invoices, correspondence, and image-based files.
Flexible model training
Train custom intelligence for your document sets with support for layout variation, business rules, and field-level tuning.
Context-aware processing
Apply business context, validation logic, and cross-document understanding to improve extraction quality and reduce manual review.
Deployment flexibility
Deploy in managed cloud, customer-controlled environments, or on-premises architectures based on operational and security needs.
Identity and governance
Support secure access, operational controls, and policy-aligned processing across enterprise document workflows.
Visibility and controls
Monitor throughput, quality, exceptions, and processing outcomes with built-in transparency across the lifecycle of every document.
PRICING
Flexible, consumption-based pricing
Pricing is based on the services and capabilities you use, with flexible models designed to align with your document processing needs.
Migration Strategy
Introduce Intelligence Without Disruption
A Smarter Way Forward
You do not need to replace your systems to replace your intelligence.
ONE-INTELLIGENCE is designed to integrate directly into your existing workflows, allowing you to transition away from OCR-based platforms without rebuilding templates, retraining models, or reengineering your process.
Whether you are using traditional OCR, AI-enhanced OCR, or a hybrid approach, we work alongside your current environment to introduce intelligence where it matters, then expand from there.
Works Within Your Current Environment
We help you plug into your existing inputs, formats, and workflows. No need to redesign document intake or upstream systems.
No Template Migration
There is nothing to convert, maintain, or rebuild. One-Intelligence removes the dependency on template libraries entirely.
Phased Transition
Run in parallel, validate outcomes, and transition at your pace. No operational disruption, no hard cutovers.
How Migration Works
Connect
We help you connect ONE-INTELLIGENCE to your existing document streams.
Observe & Learn
The engine interprets your documents based on structure and context, not predefined rules.
Run In Parallel
Outputs are validated alongside your current system with no impact to production.
Transition With Confidence
As accuracy and consistency are proven, processing shifts naturally without rework or retraining cycles.
Eliminate The Cost Of Standing Still
Operational Impact You Can Measure
One-Intelligence doesn’t just process documents, it improves how your operations perform.
Faster Throughput
Process more documents with fewer interruptions, keeping operations moving without bottlenecks or backlogs.
Fewer Exceptions
Reduce manual intervention by understanding documents correctly the first time, not after correction.
Lower Cost per Doc
Reduce licensing costs along with rework and manual correction overhead.
Accuracy At Scale
Maintain high accuracy as volume and complexity increase, without degradation or retraining cycles.
Ongoing Intelligence Optimization
Custom Intelligence Training
Exceptional accuracy with PowerDox ONE-INTELLIGENCE is delivered out of the box, and when additional tuning is desired, we can fine-tune the intelligence to reflect your real production documents.
When helpful, a small sample of your custom documents can be used to train the system to recognize their unique characteristics. This training is performed exclusively for your environment, with your documents used only to tune your deployed model and never shared or reused for other customers. This process is simple, quick, and handled by our team, and is designed to push accuracy to a level that is difficult to imagine possible, even when documents are complex, imperfect, or handwritten.
This collaboration is built into how the platform is delivered and supported.
Deploy What You Need, Where You Need It
Deployment Built Around Your Environment
Deployment is designed to fit your environment, your architecture, and your operational needs. Whether you need document intelligence as a standalone capability or as part of a broader platform, delivery is secure, controlled, and handled by our team.
