Owns and runs a company; AI tools support strategy.
UNOFFICIAL. AI risk scores are independent LLM estimates by Claude Opus 4.7 — not official forecasts. Not endorsed by MHLW, jobtag, or JILPT. Should not be the sole basis for personal career decisions.