AI Infrastructure & Automation

AI infrastructure,
production-ready.

We build AI platforms, agent orchestration systems, and automation pipelines that actually ship to production.

How We Ship AI

From ML platforms to agent pipelines — we engineer AI systems that run in production.

AI & ML Platform Engineering

We design and build the infrastructure that powers your AI: feature stores, model registries, training pipelines, and serving layers on AWS.

  • ML infrastructure & training pipelines
  • Model serving & feature stores
  • Data architecture & lake/warehouse integration

AI Automation & Agent Orchestration

We build autonomous AI agent systems, LLM orchestration pipelines, and intelligent automation that replaces manual workflows at scale.

  • LLM agent orchestration & chaining
  • Autonomous workflow automation
  • Tool-use, RAG & retrieval pipelines

Production AI Architecture

We take AI from prototype to production — designing scalable, observable, cost-efficient architectures that your team can operate.

  • Prototype-to-production migration
  • Observability, cost & reliability engineering
  • Serverless & event-driven AI systems
AI

Aikidai

AI Engineering & Infrastructure

AI-Native Engineering

Aikidai is an AI engineering company. Every system we build — from infrastructure to agent pipelines — is designed AI-first. We use AI agents across our own development lifecycle and bring that same production-hardened methodology to our clients.

AI/ML PlatformsAgent OrchestrationLLM EngineeringAWS & ServerlessProduction AI

Let's Talk

Tell us about your AI engineering challenge.

Location

Helsinki, Turku, Salo