AWS Advanced Tier Services Partner (Differentiated) · Anthropic Partner Approved
Production Generative AI on AWS.
VeUP designs, builds, and operates production Generative AI workloads on Amazon Bedrock and Amazon SageMaker. The four case studies below are AWS Partner-Funded customer engagements running in production today — submitted as evidence for the AWS Generative AI Consulting Services Competency.
4 production case studiesAmazon Bedrock · Nova · Qwen 3 VL · SageMakerEvery engagement AWS-funded
Case studies
Each engagement was scoped, delivered, and handed over by VeUP under the AWS Generative AI Consulting Services delivery model.
Amazon BedrockNova ProAWS FargateRDS + pgvector
Generative AI Applications
Cluster Systems / ClusterPOS
Production OpenWebUI RAG chatbot on Amazon Bedrock for retail POS
Sub-800ms RAG retrieval · live since 2025-11-25 · ~$8,400/yr Fargate run-rate · doubled customer's AWS consumption post-launch
Read the case study →
Customer name on file
Amazon BedrockQwen 3 VLStep FunctionsAWS Lambda
Generative AI Applications (multimodal)
Consumer Social Platform
Multimodal NSFW content moderation on Amazon Bedrock Qwen 3 VL
99.58% production NSFW accuracy · +45.6pp lift vs naive baseline · ~$1.00 per 1,000 images end-to-end
Read the case study →
Amazon BedrockNova 2 LiteBedrock GuardrailsECS Fargate
Generative AI Applications
Sofvie Inc.
Production MCP-tool-orchestrated NL chatbot on Bedrock Nova 2 Lite for industrial-safety SaaS
Production-live 28 days ahead of contracted SOW close · 2-LLM + ~42 MCP-call signature · 100% schema-from-prompt elimination
Read the case study →
Amazon SageMakerS3 + IcebergAWS GlueAmazon Athena
Generative AI Applications
Sibros Technologies Inc.
Production predictive ML on Amazon SageMaker for connected-vehicle telemetry at 75B data points/day
74% production accuracy on 75B data points/day · R² 0.8211 on held-out test · new AI/ML LOB enabled for international-automaker customers
Read the case study →
Partnership credentials
AWS Advanced Tier Services Partner
Differentiated designation. Production AI delivery across Amazon Bedrock and Amazon SageMaker.
Anthropic Partner Approved
First-class access to Anthropic Claude (Opus / Sonnet / Haiku) on Bedrock for our SA team.
AWS Migration Competency
Cross-practice AWS Cloud Adoption Framework and Well-Architected discipline applied to every GenAI engagement.