Sold by: Software Sushi
End-to-end implementation of production-grade, explainable AI and ML systems on AWS, including model deployment, GPU optimization, and MLOps pipelines.
Overview
Software Sushi helps regulated and data-intensive companies design, build, and deploy reliable AI/ML solutions on AWS. We take your models or ideas from proof-of-concept to production, focusing on explainability, security, compliance, and cost efficiency.
Key Deliverables:
- Architecture design and implementation using Amazon SageMaker, Amazon Bedrock, and AWS Lambda
- GPU inference and training optimization (quantization, kernel fusion, right-sizing on A100/H100/L40S) delivering 30-70% cost reduction and faster throughput
- MLOps pipelines with CI/CD, monitoring, drift detection, and automated retraining
- Integration with your existing data sources and applications
- Security, IAM, encryption, and compliance controls (HIPAA, SOC 2, GDPR)
- Knowledge transfer and documentation
Typical Duration: 6–16 weeks depending on scope. Outcomes: Production-ready AI systems that are scalable, explainable, and optimized for cost and performance.
Associated AWS Services: Amazon SageMaker, Amazon Bedrock, Amazon EKS, AWS Lambda, Amazon CloudWatch.
Highlights
- Deploy production-grade, explainable AI/ML systems on AWS in weeks, not months
- Achieve 30–70% lower GPU inference & training costs through quantization, kernel fusion, and right-sizing
- Built-in compliance and security for regulated industries (finance, healthcare, insurance)
Details
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Deployed on AWS
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Support
Vendor support
Software Sushi provides dedicated support to ensure a smooth and reliable experience for all customers. Buyers can reach our team via email at info@softwaresushi.com or through our support portal at https://softwaresushi.com/contact . We offer responsive, human-centered assistance with typical response times within one business day, and faster turnaround for critical issues. Our support includes onboarding guidance, troubleshooting, technical assistance, and ongoing optimization to help customers get the most value from their solution. For enterprise engagements, we also provide tailored support plans with prioritized response times and direct access to our technical team, ensuring continuity, reliability, and long-term success.