AI solutions, engineered for your business.
Sokuro AI is an engineering firm that builds practical AI for specific businesses. Problem in, working software out.
✦ Senior engineers · measured quality · shipped to production
From a fuzzy problem to production AI
We are generalists by training and specialists by engagement. We learn your domain, then build the smallest thing that solves it well.
Applied LLM products
Customer-facing features built on LLMs — with evaluation, guardrails, and a UI people actually use.
Data & retrieval pipelines
Clean ingestion, embeddings, and RAG that keep answers grounded in your own data.
ML systems & MLOps
Reliable training, serving, and monitoring so models stay fast and cheap in production.
Workflow automation
We find the repetitive, expensive work and quietly automate it end to end.
Systems integration
AI that fits your existing stack — APIs, databases, and tools you already run.
Evaluation & safety
Measured quality, not vibes. We ship with tests, evals, and clear failure modes.
A different kind of AI vendor
Typical AI vendor
- Generic platform, your problem squeezed to fit
- Demoware that stalls before production
- Layers of account managers and recruiters
- "Trust us" — no measurable quality
Sokuro AI
- We learn your domain and build to fit it
- Shipped, monitored software in production
- Talk straight to the engineers doing the work
- Evals, tests, and honest failure modes
Excellence, rooted in Japanese craft
However far AI advances, the fundamentals don't change: care, honesty, and respect for the people we serve. These four ideas guide every engagement.
Continuous improvement
KaizenSmall, honest improvements every day. We ship, measure, and get a little better each iteration.
Integrity & sincerity
SeijitsuWe tell you what is true, even when it is inconvenient. No oversell, no hidden assumptions.
Craftsmanship
TakumiSoftware made with care. Readable, tested, and built to be maintained long after we hand it over.
Wholehearted service
OmotenashiWe anticipate what our customers need and treat their problem as if it were our own.
Remote, senior, and easy to work with
We're a small, fully remote team working across time zones. You talk directly to the engineers building your software. Clear communication, no layers, no hand-offs.
Have a problem worth solving?
Tell us what's slow, manual, or impossible today. We'll tell you straight whether AI helps.