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AI Engineering Services
Redesigning business with AI — from prototype to production.
We design and ship business applications powered by LLMs end-to-end — architecture, implementation, and production operations. RAG over internal documents, agent workflows for real business operations, Japanese-language fine-tuning, on-prem and hybrid deployments. We start from the problem, not the prompt.
- LLM application design (RAG / agents / function calling)
- Eval and ops foundation (accuracy monitoring, cost control)
- On-prem and air-gapped deployments (finance, health, public sector)
Our Approach
We start with problem discovery and build a proof-of-concept within two weeks. After validating the PoC, we move through MVP design and development into production deployment and operational monitoring. At every phase boundary, we share concrete deliverables and a clear picture of what comes next. No black boxes.
Deliverables
- •Technology selection report and architecture document
- •Working proof-of-concept (PoC)
- •Production-ready AI application
- •Eval pipeline and operational dashboard
- •Operations manual and incident response runbook
Ideal For
Organizations sitting on large document and data assets that want to unlock them through AI-powered automation. We are particularly strong with clients in finance, healthcare, and manufacturing where on-premise deployment is a requirement.