AWS Advanced Tier Services Partner (Differentiated) · Anthropic Partner Approved
Generative AI
Production AWS engagements VeUP scoped, built, and operated — submitted as evidence for the AWS Generative AI Competency. Public references are named; the remainder are shown as AWS-validated anonymized engagements.
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Amazon BedrockAWS Step FunctionsAWS LambdaAmazon Rekognition
Generative AI Applications · Multimodal Content Moderation
Production Engagement · Anonymized
Production multimodal content-moderation agent on Amazon Bedrock for a global social platform
54% → 99.58% NSFW accuracy with no fine-tuning · ~$1 per 1,000 images · 11/11 SOW acceptance criteria passed
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Amazon BedrockECS / EKS FargateRDS for MariaDBAWS WAF
Generative AI Applications · Agentic NL-to-Data
Sofvie Inc.
Production natural-language data agent on Amazon Bedrock + MCP for multi-tenant safety SaaS
Shipped 28 days early · 0 cross-tenant incidents at go-live · MCP tool-use over 800+ APIs with AST-validated SQL
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Amazon BedrockECS FargateRDS PostgreSQLpgvector
Generative AI Applications · Agentic Support (RAG + Live Tool-Use)
Cluster Systems (product: ClusterPOS)
Production support agent on Amazon Bedrock with multi-source tool-use over Zoho KB + live POS data
1–2s answers (beat a 5s SLA) · sub-800ms KB retrieval over ~600 docs · ~$200/month base infra · managed-services continuation signed
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Amazon EKS (GPU)Karpenter SpotSnowflake on AWSAWS Step Functions
Generative AI Applications · GPU ML Inference Platform
Production Engagement · Anonymized
GPU-optimized Amazon EKS ML inference platform for Emotional-AI SaaS, migrated from GCP
−40% GPU inference compute cost · ~85 ML/ETL pipelines translated with 14-day data-parity Pass · 100% of production migrated zero-downtime in a 60-day window
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