Services

The data foundation
your AI runs on.

Before any product can answer, your data has to be clean, indexed and governed – the layer generic vendors skip, and why their PoCs never reach production.

Your channels

Web
Mobile
LINE
Slack

Products

Oriene AI
Orion CRM
Oriflow Ops
Oriac Agents

Services · data foundation

Oridex

Index · RAG

Orinova

Enable · migrate

ISO 27001 · CMMI Level 3 · PDPA-ready · On-premise / private cloud · Backed by DEHA Group (Singapore · Vietnam · Japan)
Generic AI skips the data layer - hallucination, no citations, stuck in PoC.
We build the foundation first.
/ The foundation

Two services. One governed data layer.

Every deployment starts here – data made clean, indexed and citable before a single product answers.

Orinova

Data Enablement & Migration

Clean, standardize & migrate your data to AWS or Azure – every deployment starts here, so AI launches on a governed data foundation.

Ingest · clean · standardize
Migrate to AWS / Azure
Governed data foundation
De-duplicate & validate

Oridex

Document Intelligence Platform

The data foundation every AI product runs on. Production-grade RAG & GraphRAG pipelines that ground answers in your own documents – cited to doc, page and clause.

RAG & GraphRAG
Data Lakehouse-ready
Evaluation sets
Scheduled retraining
Citation: doc · page · clause
/ How it fits together

The foundation your products stand on.

Orinova and Oridex turn raw data into a governed, citable layer – then every product queries it through one gateway.

Your data

SharePoint · Drive · DB · PDF

Orinova

Enable & migrate to AWS / Azure

Oridex

Index · RAG / GraphRAG · cited

LLM Gateway

1 API · any model · fine-tuning

Products

Oriene · Orion · Oriflow · Oriac
Cited
Permission-aware
Audit-logged
On-prem / private cloud
Aligned with Singapore Model AI Governance Framework
/ Why the foundation matters

Skip this layer and the PoC never ships.

Governed data = defensible answers

Every answer traces to a source document, page and clause — so responses hold up in audit, not just in a demo.

Evaluation & retraining = accuracy that holds

Evaluation sets and scheduled retraining keep accuracy from drifting as your corpus and questions change.

Runs in your perimeter

On-premise or your own private cloud – your data, your keys, your region.

Aligned to governance from day one

Built to align with Singapore’s Model AI Governance Framework for Generative AI (IMDA · AI Verify Foundation).

/ Our delivery approach

A method, not a science project.

Five stages take your data from raw sources to a governed foundation in production – typically live in under 4 weeks.

01

Enable

Ingest, clean, standardize and migrate your data to AWS or Azure with Orinova.

02

Index

Chunk and index into RAG / GraphRAG pipelines with Oridex – every record made citable.

03

Evaluate

Build evaluation sets and measure retrieval accuracy against real questions before launch.

04

Deploy

Serve through the LLM Gateway – one API, any model – inside your perimeter.

05

Operate

Monitor, retrain on a schedule and keep the human-in-the-loop for high-stakes calls.

/ FAQ

Foundation questions, answered.

Do I need this before a product?

In almost every case, yes. Products answer from indexed, governed data – if that layer is missing, answers hallucinate and stay stuck in PoC. Orinova and Oridex build the foundation first, so products launch on solid ground.

SharePoint, Google Drive, network shares, databases, and document formats like PDF, Office files and scans. Orinova ingests, de-duplicates, standardizes and migrates them; Oridex indexes them into cited, retrievable knowledge.

On-premise or your own private cloud on AWS or Azure – your data, your keys, your region. ISO 27001 certified, CMMI Level 3 appraised (delivery org), PDPA-ready, with AI governance aligned to your regulator.

A governed foundation is typically in production in under 4 weeks – enabled, indexed, evaluated and deployed inside your perimeter, ready for products to query.

One platform.
Deploy what you need.

Start a free 3-day trial, or get a tailored quote for a full-stack deployment — on-premise / private cloud, data auto-deleted after the trial.

Ready to build on it?