Applied AI in Finland
Production-ready AI implementation from Finland. LLM integration, RAG systems, and intelligent automation built by engineers who understand both AI and production systems.
What we build
LLM integration and API orchestration
RAG systems with vector databases
Custom AI workflows and agents
Prompt engineering and evaluation
Fine-tuning and model optimization
Production deployment and monitoring
Common use cases
Intelligent automation
Document processing, data extraction, and workflow automation with LLMs.
Knowledge systems
RAG-powered search and Q&A over internal documentation and data.
AI-assisted features
Natural language interfaces, content generation, and semantic search.
How we deliver
Prototype & validate
Quick proof-of-concept to validate approach and measure quality.
Build evaluation
Create test harnesses and metrics to measure AI performance objectively.
Production deploy
Ship with monitoring, fallbacks, and cost controls in place.
Iterate & improve
Measure real usage, refine prompts, and optimize based on data.
Why work with us
Engineering-first: We're software engineers who use AI, not AI consultants learning to code.
Production-focused: Every AI feature ships with evaluation, monitoring, and cost controls.
Fast iteration: Prototype in days, validate quickly, and ship only what proves value.
Ship AI that works
Describe the AI feature or workflow. We'll prototype, validate, and ship it to production with you.