AI and Cloud
infrastructure to accelerate your business

Helping companies build and deploy AI systems and reliable cloud infrastructure - faster and with confidence.

AI Systems

Build reliable AI systems that work in production - from RAG pipelines to agents and MCP servers.

  • RAG systems and knowledge bases grounded in your own data
  • AI agents with tool use, memory, guardrails, and observability
  • MCP servers connecting LLMs to your internal tools and APIs
  • AWS Bedrock to backend integrations
RAGAWS BedrockMCP ServersAI AgentsLLM Workflows

Cloud

Production-grade AWS infrastructure built to support AI workloads and beyond.

  • Scalable, serverless infrastructure
  • Infrastructure as code so your stack is reproducible and auditable
  • Cost-efficient foundations that grow with your usage
AWSTerraformLambdaKubernetes

Cost Management

Reduce cloud spend with tailored solutions for every budget.

  • Know exactly what you pay for with full cost visibility
  • Identify and eliminate waste without impacting reliability
  • Set up budgets and alerts before costs surprise you
  • Rightsize resources and move to pay-as-you-go where it makes sense
AWS Cost ExplorerAWS BudgetsFinOps

Case Studies

  • AI Automation

    AWS Bedrock · Spring Boot · Terraform

    AI-driven email classification with automated workflows, cutting handling time from ~7 minutes to ~15 seconds and reducing manual work from ~700 to under 25 hours per month.

  • RAG System

    AWS Bedrock · OpenSearch · Spring Boot

    Self-hosted RAG system that indexes Google Drive documents and answers natural language questions using hybrid BM25 + vector search. Responses include citations, with built-in token usage and cost monitoring via Grafana.

  • AI MCP Integration

    MCP · MCPO · Analytics

    Built MCP servers connecting LLMs to internal tools and data sources, enabling natural language queries across multiple systems from a single interface.

  • Test Cost & Time Reduction

    AWS · GitLab CI · Docker

    Automated, on-demand ephemeral test environments that cut E2E testing costs from ~€6,000 to ~€350/month and execution time from ~4 hours to ~40 minutes.

  • Cloud Cost Optimization

    FinOps · DevOps · AWS

    Organization-wide cost visibility and optimization initiatives, achieving a sustained ~15% reduction in monthly AWS spend.

  • Identity & Access Services

    Spring Security · Okta · OAuth2

    Integrated Okta with OAuth2 to centralize authentication across distributed systems, standardizing JWT-based access control and improving security auditability.

  • Event Streaming Platforms

    Spring Boot · Kafka · AWS SQS · AWS Kinesis

    Event streaming services that centralize system events and power real-time integrations across large-scale distributed environments.

  • Distributed Systems

    Spring Boot · Event-Driven Architecture · Domain-Driven Design

    Distributed platforms built for complex business domains, with a focus on data integrity, event-driven architecture, and operational reliability.

Ready to ship AI that works in production?

Tell us where you are and what you’re building — we’ll come back with a concrete plan.

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