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About · Unovie.AI

We engineer AI that ships.

Unovie is an AI-engineering studio for Industry 4.0, founder-led by a team whose vision matches the most ambitious in the field — and measured by what reaches production. 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. While the market splits between multi-year transformation programs and big-vision manifestos, we take the third path: production-grade, agentic systems you own, delivered in weeks at a fixed cost.

4
engineering disciplines
5
-step methodology
fixed
time & cost
01 — What we are good at

Four engineering disciplines.

/model-engineering

Model Engineering

Self-learning loops and skill optimization that compound accuracy without retraining risk.

verifiersskill opt
/edge-efficiency

Edge Efficiency

Small models on Blackwell silicon — PLE-safe NVFP4, unified-memory budgeting.

NVFP4Jetson Thor
/opex-efficiency

Opex Efficiency

Capex, not a metered bill — marginal cost near electricity.

on-premfixed cost
/reliable-hpc

Reliable HPC Systems

Gated, reversible, regression-safe — every change logged and revertible.

gatedauditable
02 — How we deliver

A proven, success-based methodology.

01

Assess & plan

Workshops, ROI, value outcomes.

02

Solution design

Roadmap & reference architecture.

03

Build & test

Data, models, testing, monitoring.

04

Optimize

KPI tracking & feedback loops.

05

Train & support

Enablement & adoption.

03 — Why teams choose us

Vision that ships.

/leadership

Founder-led vision

Led by founders whose ambition matches the field's most visionary — and who insist that vision reach production.

founder-ledvisionary
/velocity

Execution velocity

Production-grade agentic systems in weeks, not multi-year programs — fixed scope, fixed cost.

weeksfixed cost
/sovereignty

Owned & sovereign

On-prem on hardware you own, auditable and reversible — your context never leaves your boundary.

on-premauditable
Partners

Trusted with NVIDIA · AMD · Qualcomm · Siemens · GE.

Manufacturing · Logistics · Oil & Gas · Food Processing. Bring us a problem; we will return a system.