Oriene AI:
The enterprise chatbot that speaks
your industry.
Oriene AI is grounded in your own documents, rules and workflows — delivering source-cited answers for staff and customers, governed for compliance. Teams across APAC resolve document-heavy queries faster and go live in under 4 weeks.
Four reasons enterprise AI stalls.
We fixed all four.
01
“The PoC worked, but we can’t get it to production.”
Production-grade RAG on your private cloud — monitoring, retraining and human handoff built in from day one.
02
"We spend six months just preparing the data."
Data Enablement and a Document Intelligence Platform – automated ingest, cleaning and RAG / GraphRAG indexing.
03
"General Al vendors don't understand our industry!"
Domain-tuned agents for your regulated, document-heavy industry — legal, finance, insurance and more, shipped by people who know your sector.
04
“One team succeeds, the next starts from zero.”
Reusable products, not bespoke projects — deploy the same platform across teams, regions and use cases.
Oriene AI in production.
Trusted by teams across APAC
★★★★★
5.0 · 3 verified reviews on Clutch →
Backed by DEHA Group — 600+projects · 200+ clients · 200+ engineers · 4 offices across APAC
★★★★★
“They built our customer onboarding platform and workflows — onboarding speed and document accuracy improved by 35%. Excellent project management and on-time delivery.”
Dr. Mashiur Rahman
Omron Healthcare
Verified · Clutch
Four products.
One platform.
Data Enablement & Migration
Orinova
DOCUMENT INTELLIGENCE PLATFORM
Oridex
Oriene AI — see it inside your workflow
●
●
●
Questions arrive from web chat, WhatsApp and other channels - all routed to a single Al.
●
●
●
Oriene queries your knowledge base and systems automatically. Answers only from your data.
●
●
●
Accurate, cited answers. No human agent needed for routine queries.
●
●
●
Complex cases hand off seamlessly, with full conversation context attached.
Orion CRM — see it inside your workflow
●
●
●
Every lead lands in the CRM with company and contact enriched automatically.
●
●
●
Agents score and prioritise deals so your team works the right ones first.
●
●
●
The agent drafts the next action; you approve. Every step reads and writes to the CRM.
●
●
●
Records stay current without manual data entry.
Oriflow Ops — see it inside your workflow
●
●
●
Workflows kick off automatically from an email, upload or system
●
●
●
Al reads the document, extracts fields and checks them against your rules.
●
●
●
Clean cases post straight through; only exceptions reach a human.
●
●
●
Multi-step processes run end to end, around the clock.
Oriac Agents — see it inside your workflow
●
●
●
Domain agents tuned for Legal, Insurance, Healthcare and Finance.
●
●
●
The agent knows your sector - it spots what a generic model misses.
●
●
●
Recommendations come with the reasoning and the source clause.
●
●
●
Humans stay in control of every high-stakes decision.
Oridex — see it inside your workflow
●
●
●
Automated ingest reads PDFs, scans and office files - no manual prep required.
●
●
●
Layout, tables and entities are parsed into clean, structured records.
●
●
●
Content is chunked and indexed so every answer traces back to a source.
●
●
●
The data foundation every Ori product queries - cited, page by page.
Orinova — see it inside your workflow
●
●
●
Point Orinova at your databases, drives and legacy systems.
●
●
●
Records are de-duplicated, normalized and validated against your rules.
●
●
●
Data moves into your own cloud region - nothing leaves your jurisdiction.
●
●
●
Every client starts here, so Al launches on a clean data foundation.
AI for regulated,
document-heavy work.
Legal
Insurance
Finance
Logistics
Healthcare
Construction
Accounting
Manufacturing
Retail
Real deployments, by industry.
LEGAL
Contract review copilot for an in-house legal team
Oriene reads the playbook and cites the exact clause behind every answer — faster reviews, fewer missed risks.
FINANCE
Compliance and reporting assistant for a financial services firm
Report extraction and KYC checks grounded in your policies — auditable answers aligned to PDPA and MAS guidance.
INSURANCE
CLAIMS • AI AUTOMATION
Claims triage automation for a regional insurer
AI-assisted classification and routing — less manual review, better SLA adherence.
LOGISTICS
Logistics · supply chain
Shipment document intelligence for a regional logistics operator
Bill-of-lading checks and shipment tracking answered from your manifests — cited to the exact document, across every leg.
★★★★★
“A Microsoft Excel plug-in linked to our database, delivering real-time commodity trade-flow data — reliable, fast and built around how our desk works.”
Atilla Widnell
Navigate Commodities · Clutch
★★★★★
“DEHA handles our mobile app, EC services and IoT development — with transparent, consistent communication across every channel.”
Kyohei Ota
CEO, KYOWA Engineering Laboratory, Japan · Clutch
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
How AI-ready is your organization?
Six focused questions across five competency areas — data, strategy, talent, governance and use-case maturity. Under 3 minutes, and you get a maturity score with a tailored roadmap.
ISO 9001 certified
ISO 27001 Certified
CMMI Level 3
News, guidance & deep-dives.
AI news updated weekly with DEHA Global’s take, practical how-to guidance, and engineering deep-dives published monthly.
How to Choose the Right Data Engineering Services In 2026
Data has become a critical asset for modern enterprises. Yet many...
Data Engineering: A Complete Guide For 2026
Organizations generate more data than ever, yet many still struggle to...
AI Development Benchmarks: How Engineering Leaders Measure AI ROI
Deploying AI tools is no longer the hard part. For technology...
Start free today.
Live in under
4 weeks.
Diagnose, trial and pilot on your own data — no credit card, unlimited access for 3 days, and in production in under 4 weeks.
Frequently asked questions.
What does DEHA Global do?
DEHA Global builds production-grade enterprise AI for mid-market enterprises — from the Oriene AI chatbot to Orion CRM, Oriflow Ops and Oriac Agents. We deliver end to end: data enablement, deployment and ongoing operation, on-premise or in your own cloud.
Where is my data stored, and is it secure?
Your data stays yours. We deploy on-premise or in your own cloud region, so it never leaves your jurisdiction. Our delivery organization is ISO 27001-certified and PDPA-ready, with role-based access and full data sovereignty.
Which industries does DEHA Global serve?
We focus on regulated, document-heavy sectors: Legal, Insurance, Finance, Logistics, Accounting, Manufacturing and Retail — plus Healthcare and Construction.
Can I try it before committing?
Yes. Start a free 3-day trial of Oriene AI with no credit card required, and see it working on your own use case.
How is this different from ChatGPT or a generic chatbot?
Our AI is grounded in your own data and returns source-cited answers, so responses are accurate and verifiable. It runs on-premise for data control and hands complex cases to a human with full context.