DOX – Document-Driven AI Solution Framework
This MVP is of a cutting-edge, real-time insurance fraud detection platform powered by Mach41 framework. The platform delivers sub-second fraud detection with explainable AI, enabling insurance companies to identify and prevent fraudulent claims in real-time while maintaining operational efficiency and reducing financial losses.
Business Challenge
The Challenge
The DOX Solution
Enterprises today face increasing challenges in managing vast amounts of unstructured and semi-structured data—documents, forms, contracts, invoices, and identity proofs.
Traditional systems struggle with scalability, manual intervention, inconsistent accuracy, and the inability to draw real-time insights from documents at scale.
DOX bridges this gap by combining intelligent document processing with scalable AI frameworks. It orchestrates the flow of data across systems, applies adaptive AI models for understanding, and uses distributed caching for lightning-fast access.
This enables organizations to process millions of documents accurately, securely, and efficiently—without re-engineering their existing systems.
Key Capabilities
- AI-Powered Document Understanding : Extracts, classifies, and interprets structured and unstructured content using advanced NLP and ML models.
- Dynamic Workflow Orchestration : Built-in orchestration automates end-to-end document journeys, from capture to insight.
- Enterprise-Grade Caching : Hazelcast-powered caching delivers low-latency data access and consistent performance under heavy loads.
- Scalable Microservices Architecture : Spring Boot microservices ensure flexibility, modularity, and horizontal scalability.
- Seamless Integrations : Connects easily via Airbyte and n8n connectors to CRMs, ERPs, and external data repositories.
- Security and Governance : Built with role-based access controls, data encryption, and audit capabilities for enterprise compliance.
Service Highlights
- Built for mass concurrency and high-volume document processing.
- Leverages intelligent orchestration for dynamic workflow automation.
- Powered by enterprise-grade caching for speed and responsiveness.
- Integrates easily with existing platforms and data systems.
- Delivers AI-driven document understanding and contextual insights.
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Documentation
How to gather Intelligence in Documents ?
Unlock the hidden value in every document through intelligent extraction, contextual analysis, and adaptive AI-driven understanding at enterprise scale.
Understand Beyond Text
Identify meaning, intent, and relationships not just keywords, using advanced NLP models.
Automate Contextual Insights
Transform static documents into dynamic, AI-enriched data streams for decision-making.
Scale with Confidence
Process millions of documents securely, maintaining speed, accuracy, and compliance.
Industry Use Cases
Our seamless and experienced Consulting ensures a successful AI solution, adding amazing value to your business
- Banking & Finance: Automate loan document verification, KYC processing, and compliance workflows.
- Insurance: Streamline claims processing, policy validation, and customer correspondence.
- Retail & Logistics: Digitize invoices, purchase orders, and delivery documentation for real-time tracking.
- Public Sector: Simplify citizen document management, digital identity verification, and record digitization
Maximise your Data Grid Experience
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