AI Case Studies
Real-world AI case studies from EFS Networks.
Dual-Zone AI Architecture: Structurally Eliminating PHI Exposure
How EFS Networks designed an AI architecture where protected health information can never reach the foundation model — using deterministic tokenization, dual-zone isolation, and defense-in-depth …
Cross-Platform AI Orchestration with MCP
Enterprise AI orchestration connecting Bedrock with ServiceNow via MCP.
Multi-Agent Placement and Semantic Query System
Multi-agent AI system for autonomous placement and semantic queries.
Confidence-Gated Autonomous Agents: Self-Learning EDI Correction
How EFS Networks built an agentic AI system that starts conservative and earns autonomy through validated pattern learning — achieving 97.3% accuracy and 108x ROI …
AI-Powered Media Content Analysis
AI content analysis using Bedrock, reducing review time by 95%.
Real-Time Voice AI: From Speech to Action in 3 Seconds
Production voice AI system processing 15,000+ daily calls with sub-3-second response, safety guardrails, and human-in-the-loop escalation — built on Amazon Bedrock, Transcribe, and Connect.
AI-Powered Workflow Intelligence for Enterprise Compliance
Enterprise security organization reduced WAF review cycles by 67% using Amazon Bedrock and SageMaker fine-tuning. 3.9x ROI in 6 months with 300% reviewer productivity increase.
Natural Language to SQL: Democratizing Enterprise Data with GenAI
GenAI application translating natural language into SQL queries — enabling 200+ non-technical users to self-serve data insights with 94% accuracy and 4.5x ROI on Amazon …