Our Technology

The advanced AI architecture behind Regality's regulatory expertise

Retrieval Augmented Generation (RAG)

At the core of Regality AI is our advanced Retrieval Augmented Generation (RAG) architecture. Unlike conventional AI models that rely solely on pre-trained knowledge, our RAG approach combines the power of large language models with a specialized retrieval system that accesses our comprehensive regulatory knowledge base.

This hybrid approach ensures that our AI delivers:

  • Accuracy: Responses grounded in specific regulatory texts, circulars, and official documentation
  • Currency: Up-to-date information reflecting the latest regulatory changes
  • Context-awareness: Nuanced understanding of how regulations apply to specific scenarios
  • Verifiability: Citations to relevant regulatory sources for every response
RAG Architecture Diagram

How Our Technology Works

A three-step process that combines retrieval, augmentation, and generation for optimal results

1

Retrieval

When you ask a regulatory question, our system intelligently searches through our extensive knowledge base to find the most relevant regulatory information.

  • Semantic search beyond simple keyword matching
  • Access to comprehensive regulatory documents
  • Prioritization of most relevant information
2

Augmentation

Retrieved information is then enhanced with contextual understanding and domain expertise to ensure comprehensive coverage of your query.

  • Addition of expert context and interpretations
  • Integration of relevant precedents and examples
  • Connection of related regulatory concepts
3

Generation

Finally, our AI generates a clear, concise, and accurate response that directly addresses your specific query with regulatory precision.

  • Structured answers with regulatory citations
  • Clear explanation in accessible language
  • Practical application to your specific scenario

Comprehensive Knowledge Base

Our AI is powered by an extensive regulatory knowledge base that encompasses the full spectrum of FEMA and cross-border transaction regulations.

Our knowledge base includes:

  • Foreign Exchange Management Act (FEMA) and all its regulations
  • RBI Master Directions, Circulars, and Notifications
  • Foreign Exchange Management Regulations (FEMR)
  • Guidelines on Import and Export of goods and services
  • External Commercial Borrowings (ECB) framework
  • Liaison, Branch, and Project Office regulations
  • 11,000+ curated Q&A scenarios

Daily Updates

Our knowledge base is continuously refreshed to incorporate the latest regulatory changes, ensuring you always have access to current information for your decision-making.

Knowledge Base Composition

Accuracy Through Expertise

Our commitment to accuracy sets us apart in regulatory AI

93%+
Accuracy Rate

Validated across 11,000+ real-world regulatory queries

100%
Expert Oversight

All training responses validated by CA Srinivas Maddury and team

Daily
Updates

Continuous learning from new regulations and circulars

Human Expertise in the Loop

We combine AI efficiency with human expertise. Our system is continuously trained and validated by Chartered Accountants with decades of FEMA experience, ensuring that our AI's learning is guided by true domain experts. This human-in-the-loop approach helps us maintain high standards of accuracy and ensures appropriate handling of regulatory gray areas.

Enterprise-Grade Security

Bank-level security designed to protect your sensitive data

Data Encryption

  • At Rest: AES-256 encryption
  • In Transit: TLS 1.3 protocols
  • End-to-End: Complete encryption pipeline

Access Controls

  • Role-Based: Granular access permissions
  • Multi-Factor Authentication: Additional security layer
  • Access Logs: Comprehensive audit trails

Flexible Deployment

  • Cloud: Secure Azure/AWS hosting
  • On-Premises: Available for security-sensitive environments
  • Private Cloud: Hybrid deployment options

Compliance Roadmap

  • SOC2: In progress
  • GDPR: Compliant framework
  • ICAI Standards: Adherence to confidentiality requirements

Data Privacy Commitment

We understand the sensitivity of your regulatory inquiries. Our platform is designed with privacy at its core:

  • Query data is not used to train general AI models
  • Organizational data is segregated and securely isolated
  • Clear data retention and deletion policies
  • Transparent privacy practices that prioritize your confidentiality

Technology Roadmap

Our continuous innovation ensures you always have access to cutting-edge regulatory AI

Q2 2025

Enhanced Multi-Document Understanding

Advanced capability to analyze multiple regulatory documents simultaneously for complex transaction structures

Q3 2025

Regal Forms Automation

AI-powered automation for APR and FC form processing with intelligent error detection

Q4 2025

Regal Agent

Advanced reasoning capabilities for handling end-to-end regulatory workflows with minimal human intervention

Q1 2026

Predictive Compliance

Proactive identification of potential compliance issues before they arise

Experience AI-Powered Regulatory Excellence

See how our advanced technology can transform your regulatory compliance processes