Production RAG Systemsfor Enterprise Document Workflows

We build twelve core capabilities. Choose what you need. Deploy what works.

📄

Extract What Matters

Document Understanding

Deploy NLP and computer vision to comprehend document structure, extract entities, and classify content. Built for complex layouts, multi-language documents, and domain-specific terminology.

Key Features

95%+ entity extraction accuracy
10x faster than manual review
Handles PDFs, scans, images, handwriting
Multi-language support
Custom entity training
Domain-specific terminology

Technology Stack

LayoutLMTesseractspaCyTransformersComputer Vision
Extract What Matters
📦

Process at Enterprise Scale

Document Ingestion

Ingest millions of documents across formats. PDFs, Word, images, scanned files. Batch processing pipelines that handle your entire archive without breaking.

Key Features

45K+ documents per day throughput
20+ file types supported
Zero data loss guarantee
Parallel processing pipelines
Archive compatibility
Error recovery & retry logic

Technology Stack

Apache KafkaDockerKubernetesAWS S3Unstructured.io
Process at Enterprise Scale
🔎

Find Anything, Instantly

Document Retrieval

Semantic search across massive document collections. Vector embeddings, hybrid search, re-ranking. Retrieves the right documents, not just keyword matches.

Key Features

Sub-second search across hundreds of thousands
94%+ relevance scores
Natural language queries
Semantic understanding
Hybrid search (keyword + semantic)
re-ranking for accuracy

Technology Stack

PineconeWeaviateMilvusSentence TransformersBM25
Find Anything, Instantly
✍️

Automate Document Creation

Document Generation

Generate documents from structured data and templates. Compliance reports, contracts, summaries. LLM-powered with template controls.

Key Features

90% reduction in manual creation
Consistent formatting
Regulatory compliance built-in
Template-based generation
Dynamic content insertion
Version control & audit trails

Technology Stack

GPT-4ClaudeLangchainJinja2LLaMA
Automate Document Creation
🔄

Intelligent Document Transformation

Document Editing

AI-assisted editing, redaction, annotation. Automate workflows. Transform formats. Apply business rules at scale.

Key Features

80% faster document prep
Automated PII redaction
Complete audit trails
Batch processing
Format conversion
Workflow automation

Technology Stack

OpenCVPyPDF2python-docxPresidioCustom ML Models
Intelligent Document Transformation
🌳

Multi-Level Intelligence

Hierarchical RAG

Purpose-built for organizations with thousands of documents. Hierarchical indexing by org → department → type → section. Graph-based retrieval.

Key Features

Handles 250K+ collections
5-level hierarchy support
Cross-document relationships
Graph-based reasoning
Context-aware retrieval
Intelligent summarization

Technology Stack

Neo4jLlamaIndexLangchainGraphQLKnowledge Graphs
Multi-Level Intelligence
🎯

Intelligent Document Routing

Automated Classification

Automatically classify and route documents to the right teams. ML-powered classification handles invoices, contracts, forms, emails. Reduces manual sorting by 95%.

Key Features

99% classification accuracy
2K+ docs routed daily
30-second average routing time
Multi-class support
Custom training capabilities
Real-time routing decisions

Technology Stack

TransformersFastTextZero-shot ClassificationMessage QueuesWorkflow Automation
Intelligent Document Routing
📊

Extract from Images & Charts

Multimodal Document Processing

Process complex documents with tables, charts, diagrams, and images. Computer vision extracts data from visual elements. Handles scanned documents, infographics, technical drawings.

Key Features

95% table extraction accuracy
Processes 8K+ images/day
Handles 15+ chart types
Diagram interpretation
Handwriting recognition
Layout understanding

Technology Stack

LayoutLMDETREasyOCRTesseractComputer VisionPyTorch
Extract from Images & Charts
📝

Track Every Document Change

Document Version Control

Automated version comparison and change tracking. Identify differences between document versions. Track edit history. Compliance-ready audit trails.

Key Features

Spot 99.9% of changes
Compare 1000+ page docs in seconds
Full revision history
Change visualization
Compliance-ready audit trails
Diff highlighting

Technology Stack

Diff AlgorithmsDocument ComparisonGit ConceptsPostgreSQLElasticsearch
Track Every Document Change

Automated Compliance Checking

Regulatory Compliance

Real-time compliance validation against regulatory requirements. Automated audit trail generation. Flag non-compliant documents before they cause problems.

Key Features

Zero compliance violations
100% audit-ready
Covers 20+ regulatory frameworks
Real-time validation
Automated flag detection
Compliance reporting

Technology Stack

Rule EnginesRegulatory APIsKnowledge GraphsCustom RulesAudit Logging
Automated Compliance Checking
🤝

Smart Document Collaboration

AI-Powered Insights

AI-powered insights during document collaboration. Suggest relevant content from past documents. Detect conflicts and inconsistencies. Auto-complete based on company knowledge.

Key Features

50% faster document creation
90% reduction in errors
Real-time conflict detection
Smart suggestions
Auto-completion
Consistency checking

Technology Stack

Real-time SyncWebsocketsCollaborative EditorsML SuggestionsConflict Resolution
Smart Document Collaboration
🌐

Enterprise Document Translation

Cross-Lingual Processing

Translate documents while preserving formatting, legal terminology, and context. Support 100+ languages. Domain-specific translation models for legal, medical, technical docs.

Key Features

95%+ translation accuracy
Supports 100+ languages
Preserves complex formatting
Domain-specific models
Legal terminology handling
Context preservation

Technology Stack

Hugging Face ModelsGoogle Translate APImBARTTerminology DBsFormat Preservation
Enterprise Document Translation

Mix and Match Capabilities

Build your custom document intelligence solution by combining any of our core capabilities. We engineer custom integrations for seamless workflows.