Business Compass LLC - Generative AI & LLM Solutions on AWS

## Business Challenges We Solve

Organizations struggle with manual document processing, slow customer response times, and inability to extract actionable insights from unstructured data. Our Generative AI solutions automate knowledge retrieval, accelerate decision-making, and reduce operational costs through intelligent AI agents and document intelligence systems.

## Use Case Example: Financial Document Intelligence

For financial services organizations processing high volumes of regulatory filings and client documents, we deploy RAG-based document intelligence systems on Amazon Bedrock. These solutions ingest thousands of documents into vector databases, enable natural-language querying across the corpus, and deliver accurate answers with source citations - replacing weeks of manual review with near-instant retrieval.

## Engagement Phases and Deliverables

**Phase 1 - Discovery and Scoping (1-2 weeks)**

• Assess current workflows, data sources, and AI readiness
• Define success criteria and KPIs
• Deliverable: Solution architecture document and project roadmap

**Phase 2 - Design and Prototype (2-4 weeks)**

• Build proof-of-concept using Amazon Bedrock, selected LLMs, and vector databases
• Validate retrieval accuracy and response quality
• Deliverable: Working prototype with evaluation metrics

**Phase 3 - Build and Integrate (4-8 weeks)**

• Develop production-grade solution with security controls and monitoring
• Integrate with existing enterprise systems and data pipelines
• Deliverable: Deployed solution with API endpoints and admin console

**Phase 4 - Deploy and Handoff (1-2 weeks)**

• Production deployment, load testing, and performance tuning
• Knowledge transfer sessions and documentation
• Deliverable: Runbook, operational documentation, and training materials

## Security and Compliance

Our team has hands-on compliance experience with **HIPAA, PCI DSS, NIST 800, and SOC 2** frameworks. Solutions are deployed within the buyer's own AWS account and VPC, ensuring sensitive data never leaves the customer's environment. We implement IAM-based access controls, encryption at rest and in transit, and audit logging for all AI interactions. Model inputs and outputs are secured through Amazon Bedrock's native guardrails and custom content filtering.

## Prerequisites and Scope

**Buyer responsibilities:**

• Active AWS account with appropriate service limits
• Access to source documents or data for RAG ingestion
• Designated stakeholders for requirements and feedback sessions
• Subject matter experts for validation of AI outputs

**In scope:** Discovery, architecture design, development, deployment, testing, and knowledge transfer.

**Out of scope:** Ongoing managed services (available separately), custom LLM pre-training, and third-party system licensing.

## Our AI Product Portfolio

Business Compass LLC also offers purpose-built AI platforms including AI For You (aiforyou.cloud), a Language Processing Platform, a Data Integration Platform, and a Financial Data Extraction Platform - demonstrating our depth in production AI systems.

## Why Business Compass LLC

• AWS Advanced Consulting Partner with Certification Distinction
• 50+ AWS certifications across architecture, ML, GenAI, and security
• Proven delivery across Financial Services, Healthcare, Media, and Public Sector
• End-to-end ownership from discovery through production deployment