Enterprise Retrieval-Augmented Generation

Transform Your Enterprise Knowledge Into Intelligent AI

Built on Microsoft's cutting-edge Kernel Memory framework and integrated seamlessly with the Microsoft 365 ecosystem, our RAG solution provides intelligent document understanding, context-aware search, and AI-powered insights across your entire digital workspace.

Why Enterprise RAG Matters

Retrieval Augmented Generation (RAG) transforms generic AI into your organization's intelligent assistant by grounding responses in your actual data.

Knowledge Democratization

Makes expert knowledge accessible to all team members with unified search across all organizational data.

Accelerated Decision Making

AI provides expert-level responses with historical context and evidence-based recommendations from your data.

Productivity Transformation

Average 2-3 hours per knowledge worker per week saved through intelligent search and instant expert consultation.

Enhanced Collaboration

Team insights become organizationally accessible with searchable meeting transcripts and shared knowledge bases.

The Power of Connected AI

Generic AI knows about the world. Enterprise RAG makes AI know about YOUR world—your processes, your data, your specific business context.

Generic AI

General knowledge, no context

Enterprise RAG

Your data + AI intelligence

Exponential Results

Contextual, accurate, actionable

Seamless Microsoft 365 Integration

Built on Microsoft's Kernel Memory framework with native connectivity to your existing Microsoft 365 ecosystem.

Native Ecosystem Connectivity

OneDrive Integration

Direct access to personal and shared content with real-time synchronization

SharePoint Intelligence

Site-wide document discovery and cross-site knowledge aggregation

Teams Transcript Analysis

Searchable meeting transcripts with speaker identification and topic extraction

Multi-Format Support

Word, Excel, PowerPoint, PDFs, and plain text files

Security & Compliance First

Azure AD Authentication

Leverages existing organizational identity and access management

Permission-Aware Search

Respects existing document permissions and sharing settings

Data Sovereignty

Maintains data within your Microsoft 365 tenant boundaries

Comprehensive Audit Trail

Complete logging of all search and access activities

Advanced Query Capabilities

Intelligent Search

  • • Natural language queries in plain English
  • • Conversational memory across chat sessions
  • • Progressive search refinement
  • • Real-time relevance ranking

Enterprise Features

  • • Persona-specific results by role
  • • Historical query learning
  • • Multi-source aggregation
  • • Instant document indexing

RAG Strategy Options

We match the right technology to your specific use case, starting simple and scaling up only when needed.

File-Based Vector Storage

Simple, cost-effective solution with semantic chunking and metadata extraction

Best For:

Individual files, documents, and small knowledge bases

Cost: Low
Scale: Small Scale

Key Features:

  • Quick setup
  • Semantic chunking
  • Metadata extraction
  • Immediate results
Advanced Vector Databases

High-performance vector storage with entity recognition and real-time updates

Best For:

Large document collections, enterprise knowledge bases

Cost: Medium
Scale: Enterprise Scale

Key Features:

  • Entity recognition
  • Advanced indexing
  • Real-time processing
  • Streaming responses
Graph Database Integration

Relationship-aware storage with cross-document connections and knowledge graphs

Best For:

Connected data, organizational hierarchies, process flows

Cost: Medium-High
Scale: Enterprise Scale

Key Features:

  • Knowledge graphs
  • Cross-document connections
  • Relationship mapping
  • Topic modeling
SQL Database RAG

Structured data integration with business intelligence and analytics

Best For:

Transactional data, reports, structured business information

Cost: Variable
Scale: Any Scale

Key Features:

  • Multi-source aggregation
  • Business intelligence
  • Historical analysis
  • Evidence-based insights

Our Approach: Start Simple, Scale Smart

1

Start with File-Based Vector Storage

For small numbers of files and initial testing, we use intelligent semantic chunking and metadata extraction. Advanced algorithms preserve meaning and context while automatically capturing document properties, authors, and modification history.

Perfect for: Individual documents, small knowledge bases, proof of concepts. Time savings: 2-3 hours per week per knowledge worker through instant expert consultation.

2

Level Up to Advanced Databases

We level up to high-performance vector databases with entity recognition, topic modeling, and real-time processing. Features include streaming responses, adaptive learning, and multi-model optimization for different content types.

Includes: Entity recognition, knowledge graphs, cross-document connections, and 40-50% faster onboarding for new team members through comprehensive knowledge access.

3

Intuitive Management Interface

Audition AI includes an intuitive UI for managing advanced AI databases with visual data connection setup, budget monitoring, and performance analytics. Natural language interaction requires no specialized training.

Features: Role-based experiences, personalized dashboards, mobile optimization, and 20-30% faster time-to-value for knowledge-intensive projects.

Rapid Deployment Process

Get up and running in just 4 weeks with our proven deployment methodology and comprehensive support.

1

Foundation Setup

Week 1

  • • Microsoft 365 integration
  • • Azure AD authentication
  • • Document discovery & inventory
  • • Permissions mapping
  • • Basic search validation
2

Content Processing

Weeks 2-3

  • • Systematic document processing
  • • Entity recognition & indexing
  • • Custom connector configuration
  • • Quality assurance testing
  • • User training sessions
3

Optimization

Week 4

  • • Search relevance tuning
  • • Role-based configuration
  • • Advanced feature activation
  • • Performance monitoring
  • • Success metrics setup

Training & Support Included

Basic Users

2-hour interactive session covering core search features

Power Users

4-hour deep dive into advanced features and optimization

Administrators

8-hour comprehensive training on configuration and maintenance

Ready to Transform Your Knowledge Management?

Join organizations achieving 2-3 hours of weekly time savings per knowledge worker and 20-30% faster project delivery through intelligent knowledge access.

Immediate Value

Start seeing productivity gains within the first month of deployment

Enterprise Security

Complete compliance with your existing Microsoft 365 permissions and security

Expert Support

Dedicated support team to ensure optimal outcomes for your specific use case