Research & Development
Advancing the state of AI document automation for Australian financial institutions through cutting edge research, innovation, and collaboration.
See the Platform in Action
Experience our research-backed AI platform designed specifically for Australian financial firms. Try DDQ automation, document processing, and more.
Research Focus Areas
RAG System Optimization
Improving retrieval-augmented generation accuracy and response times for financial document processing.
- • Sub-200ms query response optimization
- • Context window efficiency for long documents
- • Multi-document reasoning and synthesis
- • Semantic chunking strategies for financial data
Compliance AI
Ensuring AI systems meet ASIC, APRA, and international regulatory requirements.
- • Audit trail generation and documentation
- • Explainable AI for regulatory reporting
- • Data sovereignty and privacy preservation
- • Regulatory change detection and adaptation
On-Premise AI Architecture
Developing efficient AI deployment patterns for secure, on-premise environments.
- • Model compression and quantization techniques
- • Air-gapped deployment strategies
- • Edge computing for distributed operations
- • Resource optimization for enterprise hardware
Domain-Specific LLMs
Fine-tuning and developing AI models specialised for Australian financial services.
- • Financial terminology and context understanding
- • Australian regulatory language processing
- • DDQ and RFP response generation
- • Investment document analysis
Experience Our Research in Production
All our research translates directly into the BackPro AI Platform. Try it yourself with our interactive demo — see how our RAG optimization, compliance AI, and domain-specific models work with your documents.
Publications & Insights
Our research team regularly publishes findings on AI automation, compliance, and financial services technology. Stay updated with our latest insights and technical reports.
On-Premise RAG Systems: Performance vs. Security Trade-offs
Technical whitepaper exploring the architectural decisions for deploying RAG systems in regulated environments.
Coming Soon - Q1 2026ASIC Compliance in AI Systems: A Practical Guide
Comprehensive guide to implementing AI while maintaining ASIC regulatory compliance.
Coming Soon - Q1 2026DDQ Automation: Reducing Processing Time by 90%
Case study analysis of DDQ processing improvements using AI automation.
Coming Soon - Q2 2026Research Collaboration
We collaborate with universities, research institutions, and industry partners to advance AI automation for financial services. Interested in collaborating on research projects or accessing our technical resources?