ARIA — AI-Powered SAP Service Desk

Transform Your SAP Service Desk with AI ARIA (Artificial Intelligence for Rapid Issue Assistance) is a fully managed, AI-powered support agent built natively on AWS that automates SAP helpdesk operations for enterprise organizations. The Problem: Traditional SAP service desks rely on manual processes — analysts handling 3,000+ tickets per month during business hours, with average resolution times of 2-4 hours. Users wait, costs escalate, and expertise is hard to scale.

The Solution: ARIA deploys an intelligent conversational agent powered by Amazon Bedrock that understands SAP contexts deeply. It searches a semantic knowledge base of 50,000+ SAP Notes and KBAs (vectorized with Amazon Titan Embeddings V2, stored in Amazon S3 Vectors), generates contextual responses citing specific SAP Notes, and executes actions directly in SAP via RFC/BAPI — including ticket creation, status queries, and master data lookups.

Key AWS Services Used:

• Amazon Bedrock — Conversational AI engine
• Amazon Bedrock Batch Inference — Knowledge base enrichment
• Amazon S3 Vectors — Cost-effective vector store for RAG
• Amazon Titan Embeddings V2 — Document vectorization
• AWS Lambda — Serverless orchestration and SAP connector
• Amazon API Gateway — Secure entry point (HTTP + WebSocket)
• Amazon DynamoDB — Session management
• AWS WAF — Security and rate limiting
• Amazon CloudWatch — Monitoring and alerting
• AWS CDK — Infrastructure as Code

Engagement Model: Professional services engagement including architecture design, implementation (4-5 weeks), knowledge base ingestion, SAP integration, testing, and deployment. Post-implementation managed services available.

Results:

• 24/7 availability (vs. business hours)
• Sub-10-second response time (vs. 2-4 hours)
• 85%+ automated resolution rate
• 40-60% reduction in service desk operational costs
• Support for 2,000+ concurrent users
• Direct SAP integration (no middleware required)

Ideal For: Organizations running SAP (S/4HANA, ECC 6.0) that want to modernize their service desk, reduce costs, and provide instant support to their users.