Turn messy CV archives into a usable engine. Standardize documents. Automate recruiter workflows. Own the stack on your own server.
Most databases still rely on keywords, tags, and patchwork process. The result is the same everywhere. Good candidates buried. Admin everywhere. Search that looks modern but still thinks like 2014.
Three layers. One direction. Cleaner data first. Better workflow second. Smarter search third.
CV reformatter automation for recruitment teams. Standardize, anonymize, sharpen, and brand candidate profiles fast.
Semantic CV search over your archive. Natural language queries over recruiter history, profiles, and context.
Buy once. Run on your own server. No SaaS lock-in. You own the workflow, infrastructure, and outputs.
hansei is not standard SaaS. The system runs on your infrastructure. That means your data stays with you, your workflow is yours, and your team is not trapped by seat pricing.
No SaaS lock-in. We build recruiter automation that runs on your private server, not ours.
No per-seat nonsense. The value is in the workflow. Not in charging recruiters for breathing.
No black box dependency. The stack is visible, practical, and built for real deployment.
Long-form recruitment tech reviews through a Japan lens. The goal is simple. Show what a product gets right, where it breaks, and who it actually fits.
Brilliant reach. Weak memory. Great for live sourcing. Not enough for long-term recruiter intelligence.
Automation-friendly. But the Japan fit line needs to be called properly.
Strong momentum globally. The real question is what happens on the ground in Japan.
hansei comes from real agency pain. CV clutter. weak internal search. too much admin. too much promise. not enough usable infrastructure.
After years inside recruitment, the problem became obvious. Most tools are still built around fields, tags, and process theatre. So hansei is moving in a harder direction. Build the infrastructure recruiters actually need.
If you want to see ronin, talk semantic search, or discuss founder deployments, get in touch.
Email
info@hansei.pro
Tokyo-based. English-first. Japanese support possible.
