The Cloud Catalysts

Affordable Agentic Application Development - Production Ready on AWS

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Historically, a custom application could easily cost $100,000–$500,000+ between discovery, design, development, QA, project management, infrastructure, and ongoing support. With modern agentic development workflows, AI-assisted engineering, and AWS-native services, many businesses can now achieve 80-90% of that vision for a fraction of the traditional investment.

Agentic AI Readiness Assessment

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Assesses readiness for autonomous or semi-autonomous agents, including orchestration, governance, system integration, and human-in-the-loop controls using Amazon Bedrock.

Amazon Bedrock Model Selection & Cost Assessment

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Choose the Right Foundation Models, with Cost, Performance, and Security in Mind.

Apache Superset Deployment on AWS Readiness Assessment

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The Apache Superset Deployment Readiness Assessment helps organizations evaluate and design a secure, scalable, and production-ready Superset deployment on AWS. Led by senior AWS Solutions Architects, this assessment reviews data sources, performance requirements, security controls, and architecture options to deliver a clear deployment roadmap aligned with AWS best practices and services in mind.

ClickHouse Deployment on AWS Readiness Assessment

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The ClickHouse Deployment on AWS Readiness Assessment helps organizations evaluate and plan a secure, scalable, and cost-efficient ClickHouse deployment on AWS. Led by senior AWS Solutions Architects, this assessment reviews data workloads, performance requirements, and operational readiness to deliver a clear architecture recommendation and deployment roadmap aligned with AWS best practices and services in mind.

Data Cleaning & Preparation for LLM Training on AWS

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The Data Cleaning & Preparation for LLM Training Assessment helps organizations evaluate and prepare high-quality, secure datasets for GenAI, fine-tuning, and RAG workloads on AWS. Led by senior AI and AWS architects, this assessment reviews data quality, governance, and preprocessing readiness to deliver a clear roadmap aligned with AWS best practices and services in mind.

Intelligent Document Processing (IDP) Assessment on AWS

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The Intelligent Document Processing (IDP) Assessment helps organizations evaluate and design AI-driven document processing workflows on AWS. Led by senior AWS and AI architects, this assessment reviews document types, automation opportunities, accuracy requirements, and system integrations to deliver a clear, scalable IDP roadmap aligned with AWS best practices. The end goal is to have a blueprint of a customizable solution deployed in end customers AWS environment

Well Architected Review

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The AWS Well-Architected Service is delivered by certified AWS Solutions Architects to help organizations build secure, high-performing, resilient, and efficient infrastructure for their applications and workloads. Guided by the six pillars of the AWS Well-Architected Framework—operational excellence, security, reliability, performance efficiency, sustainability, and cost optimization—this review provides a structured, consistent approach to evaluating cloud architectures.