DOCUMENT UNDERSTANDING
Documents, turned into the artefacts operators actually need.
Extraction, classification, summarisation, and entity resolution at scale, across structured and unstructured material, including classified-handling documents inside customer environments. Every output traceable to the source page, every operator action against it logged.
01 / Capability
Smart Document Understanding
Deploy intelligent document understanding that learns your document structure through visual machine learning. Our Smart Document Understanding (SDU) tool enables you to label text so the system builds an understanding of critical components inside your enterprise documents, such as headers, tables, and more. Once you annotate a few pages, SDU teaches itself the rest, retrieving answers and information only from relevant content.
02 / Capability
Advanced OCR & Text Extraction
Extract insights from images and documents with high accuracy OCR technology. Our advanced OCR provides higher character accuracy and detection recall, giving you greater extraction of key insights from documents in sub-optimal conditions such as irregular fonts, insufficient resolution, bad lighting from mobile capture, and even variety of colors and backgrounds. Convert images of text into actionable insights automatically.
03 / Capability
Faceted Search & Intelligent Navigation
Move beyond keyword search to navigate confidently through your documents using faceted search to find the relevant information needed. Traditional enterprise search engines perform keyword searches and provide end-users with links to documentation. With RankSaga Intelligent Document Understanding, you get intelligent navigation through your data to discover insights. The platform ensures information is easily accessible and can push to downstream automation via JSON output.
Explore Document UnderstandingDetailsHow It Works
Deploy Intelligent Document Understanding in Three Simple Steps
Transform your document processing workflows with intelligent AI.
From initial setup to full deployment, our streamlined process gets your document understanding solution running quickly and efficiently.
01 / Step
Document Upload & Configuration
Upload your documents and configure document types using our intuitive interface. Define document schemas, set up custom fields, and configure extraction rules. Our Smart Document Understanding (SDU) tool guides you through labeling document structures such as headers, tables, paragraphs, and more. Set up your document understanding pipeline in minutes with pre-built templates for common document types or custom configurations tailored to your specific use case.
02 / Step
AI Processing & Enrichment
Let our advanced AI process and enrich your documents with NLP capabilities. The system performs OCR extraction, entity recognition, sentiment analysis, keyword extraction, category classification, and concept tagging. Large language models analyze your documents to extract insights, relationships, and metadata. Domain-specific entity recognition learns your custom entity types through active learning techniques. All processing happens automatically with configurable enrichment pipelines.
03 / Step
Search, Navigation & Integration
Search and navigate through your enriched documents using faceted search, semantic search, and intelligent filters. Access insights through our intuitive interface or integrate with downstream systems via RESTful APIs and JSON output. Monitor document processing metrics, extraction quality, and system performance through comprehensive analytics dashboards. Receive alerts for processing issues or anomalies. Continuously improve extraction accuracy based on feedback and active learning.
Core Capabilities
Enterprise Document Understanding Platform: Intelligent NLP & OCR
Built for enterprises seeking intelligent document processing and understanding.
Our platform combines advanced OCR, NLP enrichments, smart document understanding, and large language models for enterprise-grade document analysis solutions.
01 / Capability
Smart Document Understanding with Visual ML
Deploy production-ready document understanding with visual machine learning capabilities. Our Smart Document Understanding (SDU) tool enables you to label text visually so the system builds an understanding of critical components inside your enterprise documents. Once you annotate a few pages, SDU teaches itself the rest, retrieving answers and information only from relevant content. Support for headers, tables, paragraphs, lists, and custom document structures.
Visual Document Labeling
Intuitive visual interface for labeling document structures. Label text components to train the system to understand your document layouts and extract information from the right sections automatically.
Automated Structure Learning
After initial labeling, the system learns document structures automatically. The ML model generalizes from your annotations to process similar documents without additional labeling, saving time and effort.
02 / Capability
Advanced NLP Enrichments & LLM Integration
Comprehensive NLP enrichments powered by large language models for advanced text understanding. Extract entities, analyze sentiment, detect emotions, extract keywords, classify categories, and tag concepts automatically. Foundation models enable accurate extraction of information and insights from business documents, accelerating processes and generating actionable intelligence.
Entity Extraction & Recognition
Extract entities such as people, organizations, locations, dates, and custom domain-specific entities. Support for out-of-the-box entities and custom entity types with active learning for improved accuracy over time.
Sentiment & Emotion Analysis
Analyze sentiment and emotions in your documents to understand customer feedback, support tickets, reviews, and other text content. Gain insights into customer satisfaction and sentiment trends across your document corpus.
Large Language Model Integration
Leverage foundation models for advanced processing and understanding of text. LLMs enable accurate extraction of information and insights from business documents, accelerating processes and generating intelligent summaries and analyses.
Why Choose RankSaga
RankSaga Intelligent Document Understanding vs. Competitors
Compare RankSaga Intelligent Document Understanding with leading solutions.
See how our enterprise-grade platform delivers superior NLP enrichments, smart document understanding, and comprehensive document analysis.
| Feature | RankSaga | Alternative Solution | Other Platform |
|---|---|---|---|
| Smart Document Understanding | Visual ML tool for document structure with automated learning | Manual document parsing only | Limited structure recognition |
| OCR Accuracy | High character accuracy with sub-optimal condition support | Basic OCR capabilities | Limited image quality tolerance |
| NLP Enrichments | Comprehensive enrichments including entities, sentiment, emotions, keywords, categories | Basic keyword extraction only | Limited NLP capabilities |
| Faceted Search & Navigation | Advanced faceted search beyond keyword matching with semantic understanding | Keyword search only | Basic search functionality |
| Large Language Models | Foundation models for advanced text understanding and insight generation | No LLM integration | Limited AI capabilities |
| Domain-Specific Entities | Custom entity recognition with active learning and iterative training | Fixed entity types only | Limited customization options |
| API Integration | RESTful APIs with JSON output for downstream automation | Limited API access | Basic integration options |
| Pricing Model | Flexible enterprise pricing with usage-based options | Fixed pricing tiers | High upfront costs |
DEPLOYED ALONGSIDE
FAQ
Frequently Asked Questions About Intelligent Document Understanding
Get answers to common questions about RankSaga Intelligent Document Understanding.
Learn about document processing, NLP capabilities, OCR accuracy, and more.
ENGAGE
Bring us in on the problem before it has a name.
We work best when we are embedded early, alongside the team that owns the mission, the data, and the operational risk. Government, commercial enterprise, or defence: if your environment is regulated, sensitive, or air-gapped, that is where we are most useful.