Enterprise RAG Platform
Production Ready
Crunch GPT
Enterprise-Grade Retrieval Augmented Generation Platform
Purpose-built RAG platform for complex regulatory domains like Australian Tax Law. Transform how your organization interacts with proprietary knowledge bases with AI-powered, source-cited responses that enterprises can trust.
Source Traceability
Real-Time Streaming
Semantic Search
LLM Observability
The Challenge
Why Organizations Need Crunch GPT
Organizations managing large volumes of regulatory, policy, or technical documentation face critical challenges
Fragmented Document Repositories
Information scattered across multiple systems, making comprehensive research time-consuming and error-prone
Manual Document Search
Hours wasted searching through documents manually, reducing productivity and delaying decision-making
Difficulty Validating Information
No clear way to trace information back to source documents, creating compliance and audit risks
Limited AI Transparency
Traditional AI systems lack visibility into how answers are generated, reducing trust and adoption
Risk of Hallucinations
Unverified AI outputs can lead to costly mistakes in regulated environments
Poor Context Management
Inability to maintain conversation context leads to repetitive queries and fragmented interactions
Platform Capabilities
Enterprise-Grade Features
Document Reference and Traceability
Source-Grounded Responses
Page-level document references
Clickable source links
In-context document viewing
Clear separation between generated content and citations
Document Ingestion and Processing
Automated Pipeline
Structured PDF parsing
Optical character recognition for scanned documents
Intelligent document chunking
Metadata preservation during ingestion
Semantic Retrieval Layer
Vector-Based Search
Embedding-based document indexing
Metadata-aware filtering
High-relevance context retrieval
Support for structured and unstructured content
Context Management
Intelligent Conversation Flow
Rolling conversation summaries
Context compression for long sessions
Support for follow-up and refinement queries
Token-optimized context handling
Security and Access Control
Enterprise Security
Token-based authentication
Session management and device fingerprinting
API key protection for internal services
Secure credential storage
Competitive Advantage
Why Choose Crunch GPT
Key advantages over traditional document search and generic AI assistants
Built for Regulated Domains
Designed for environments where explainability and traceability are required, not optional. Purpose-built for tax, legal, and compliance domains where accuracy is paramount.
Source-Grounded Responses
Every response is explicitly linked to underlying documents with page-level citations, enabling verification and audit readiness. No black box responses.
Observability and Governance
All interactions can be traced, reviewed, and analyzed through integrated Langfuse observability tooling. Complete LLM tracing and quality scoring.
Modular and Scalable Design
Independent microservices allow flexible deployment and horizontal scaling without disrupting core workflows. Deploy multi-region with complete flexibility.
Technical Architecture
Modern, Scalable Stack
Frontend Interface
React + TypeScript
Modern component-based UI with secure session handling and rich content rendering
Language Model
Azure OpenAI GPT-4o
Advanced language understanding and response generation
Ready to Transform Your Knowledge Access?
Join leading enterprises that trust Crunch GPT for intelligent, auditable, and source-grounded knowledge retrieval.
Enterprise Security
Source Traceability
LLM Observability
Production Ready