Unovie is an AI-engineering studio for Industry 4.0. We take full responsibility for AI transformation — from architecture through POC and MVP to production readiness — on a foundation of frozen-base, self-improving edge systems that you own and can audit.
Self-learning loops and skill optimization that compound accuracy without retraining risk.
Small models on Blackwell silicon — PLE-safe NVFP4, unified-memory budgeting.
Capex, not a metered bill — marginal cost near electricity.
Gated, reversible, regression-safe — every change logged and revertible.
Workshops, ROI, value outcomes.
Roadmap & reference architecture.
Data, models, testing, monitoring.
KPI tracking & feedback loops.
Enablement & adoption.
Manufacturing · Logistics · Oil & Gas · Food Processing. Bring us a problem; we will return a system.
