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 AI 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
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Questions arrive from web chat, WhatsApp and other channels - all routed to a single AI.
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Oriene queries your knowledge base and systems automatically. Answers only from your data.
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Accurate, cited answers. No human agent needed for routine queries.
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Complex cases hand off seamlessly, with full conversation context attached.
Orion CRM — see it inside your workflow
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New companies and contacts land in the CRM with website, industry, size and owner filled in.
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Opportunities, closed deals and forecast roll up automatically, no spreadsheets.
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In plain language, the agent runs the analysis and drafts the report, reading and writing to the CRM.
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Track stage, owner, value and next step across the whole pipeline.
Oridex — see it inside your workflow
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Automated ingest reads PDFs, scans and office files - no manual prep required.
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Layout, tables and entities are parsed into clean, structured records.
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Content is chunked and indexed so every answer traces back to a source.
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The data foundation every Ori product queries - cited, page by page.
Orinova — see it inside your workflow
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Point Orinova at your COBOL source, copybooks, JCL and design documents.
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Every program is documented and cited to the exact source line, then confirmed by your engineers.
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Trace what any change touches, direct and multi-hop, before a line of Java is written.
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Query the whole estate in plain language and design the Java target, on a verified foundation that never leaves your environment.
AI for regulated,
document-heavy work.
Legal
Insurance
Finance
Logistics
Healthcare
Construction
Accounting
Manufacturing
Retail
How we help, by industry.
LEGAL
Find the answer your firm already owns
Grounded AI for legal teams: answer questions from your own documents, automate the contract and matter work behind them, every answer cited and on your infrastructure.
INSURANCE
The governing clause, ready for audit
Grounded AI for insurers: answer claims, underwriting and policy questions from your own records, automate the review and routing behind them, cited and auditable on your infrastructure.
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.
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 dimensions — strategy & leadership, operations, data & infrastructure, org & people and product & CX. 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...
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.
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.