Who we are
Enterprise AI, delivered
by a team that has
shipped for a decade.
The enterprise-AI arm of DEHA Group — production-grade AI on your own data and infrastructure, backed by 10+ years of delivery across APAC.
Why enterprises
pick DEHA Global.
Product-led, full-stack AI
We build and run the platform — Oriene AI and the capability stack: compute, models, a knowledge layer and the interface. Not just advice.
Japan quality × Vietnam scale
Enterprise engineering standards from our Japan practice (ISO 27001 · CMMI Level 3 · IFS partner), delivered at the scale of teams built over a decade.
Governed AI on your own data
On-premise / private cloud; source-cited answers with governance, monitoring and evaluation built in — not a public model.
A decade in regulated, document-heavy work
10+ years shipping production systems for legal, finance, insurance, healthcare and construction across APAC.
The delivery muscle of a
10-year software group.
DEHA Global
Singapore
Product-led enterprise AI: Oriene AI, data engineering and governed AI on your infrastructure.
DEHA Vietnam
Vietnam
The delivery core: a decade of production engineering with bilingual teams.
DEHA Solutions
Japan
Japan-standard engineering & AI-native tooling: ISO 27001 · CMMI Level 3 · IFS partner; home of the BIZナレッジ enterprise assistant.
DEHA Digital Solutions
Vietnam
Factory & manufacturing digital transformation: ERP/MES, machine-vision QC, IFS Cloud (official partner in Vietnam).
A decade building
enterprise software
- now, enterprise AI.
Our mission: make production-grade, trustworthy enterprise AI practical for mid-market enterprises across APAC – on your data, your infrastructure.
Jan 2016
Feb 2025
Mar 2025
May 2025
Jan 2026
Advised by people who know your industry.

Eldwin Wong
Advisor · Founder & CEO, IN Financial Technologies (INFT)

Soo Kee Ng
Advisor · Former CIO, Singtel

Boon Chin Tan
Advisor · Former Managing Director, NEC Asia Pacific
Four offices across APAC.
Singapore
HQ
36 Robinson Road, #20-01, City House, Singapore 068877
Hanoi
Vietnam
13th Floor, Tower B, Song Da Building, Pham Hung Street, Tu Liem, Hanoi
Ho Chi Minh City
Vietnam
4th Floor, Kicotrans Building, 5 Dong Da Street, Tan Son Hoa Ward, HCMC
Tokyo
JAPAN
2F Shinkawa Ohara Building, 1-27-8 Shinkawa, Chuo-ku, Tokyo 104-0033
News, milestones &
momentum.
Why Insurance Document AI Stalls Before Production: It’s the Data Layer
A fluent answer is easy to demo. Production requires the system...
How to Choose Your First Insurance Document AI Workflow
Most insurers start from the biggest pain point. The better first...
How to Choose the Right Data Engineering Services In 2026
Data has become a critical asset for modern enterprises. Yet many...
Governed AI,
on your data.
See where enterprise AI fits on your own data and infrastructure. Check your AI readiness to see where to start, or talk to our team about a tailored deployment, on-premise or private cloud.