Applied AI & Intelligent Automation

AI Development

Turn AI capabilities into dependable software products and business workflows using LLMs, retrieval, agents, structured data, evaluation, security controls, and production-grade cloud infrastructure.

Technical Capabilities

Production-focused engineering

We combine architecture, implementation, automation and operational practices to deliver secure, maintainable, observable and scalable systems.

LLM-powered applications and assistants
Retrieval-Augmented Generation (RAG)
Document ingestion, embeddings and vector search
Tool-using AI agents and workflow automation
Prompt design, structured outputs and response validation
Model evaluation and regression testing
AI API integration and model orchestration
Guardrails, access control and privacy controls
AI observability, usage tracking and cost management
Cloud deployment of AI-enabled applications
Technology Landscape

Technologies we can bring to the solution

OpenAI APIsLLMsRAGVector SearchPythonFastAPIPostgreSQLRedisAWSAzureDockerServerless
Professional Value

Technical execution aligned to business outcomes

Our engagements focus on reducing delivery friction, improving reliability, managing risk, and creating platforms that can evolve with the business.

ArchitecturePragmatic designs matched to workload, scale, risk and budget.
EngineeringProduction implementation with automation, testing and operational readiness.
OptimizationContinuous improvement across performance, security, reliability and cost.
Rafay Technologies

Let's turn your technical goals into an executable plan.

Whether you need architecture, implementation, modernization, automation or optimization, we can help define the next practical engineering step.

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