The technology engine behind Opraiz.
Opraiz Foundry is where the Opraiz ecosystem's technology is actually built — the foundation models, the agent OS and the infrastructure behind every product we ship.
The brands forged here
One family. One forge. Three forces.
Opraiz Foundry is the technology engine — every model, agent and platform the ecosystem ships is engineered here, in Kuala Lumpur.
From problem to owned stack.
A tight, transparent delivery rhythm — every engagement ends with your team in control of the technology.
Define
We scope the problem against our stack — models, agent runtime, infrastructure — and pin down what gets owned, measured and shipped.
- Discovery & audit
- Architecture plan
- Success metrics
Forge
Our engineers train, tune and compose on the models and agents we control. Weekly demos, full transparency, zero rented black boxes.
- Model & agent build
- Weekly live demos
- Hardening & evals
Deploy & own
Production rollout with telemetry, governance and documentation. Your team inherits a stack it owns — not a dependency it rents.
- Production rollout
- Governance & telemetry
- Handover & training
Three products. One owned stack.
Every product below runs on the models and agent runtime we build and control ourselves. Tap any card to go deep.
Foundation model & intelligence layer
Baanzon AI
Baanzon AI is our in-house foundation model and intelligence layer — the models (Revgarden, Octopus, 33Street), the reasoning runtime, and Baanzon Chat — engineered to power every product the ecosystem ships.
Explore Baanzon AIOmni Agent OS
DIYA Orb
DIYA Orb is our Omni Agent OS — the orchestration layer where autonomous agents are composed, governed, observed and deployed across any workflow, any industry.
Explore DIYA OrbAI coding assistant & agentic operations
Ideocode
Ideocode is our AI-powered coding assistant and agentic operations product — the toolchain our own engineers use to build everything else.
Explore IdeocodeSix pillars. One engine.
This is the craft behind the curtain — the engineering discipline that turns models into products, and agents into operations.
“We don't just consume AI. We forge it.”
The Opraiz Foundry engineering ethos — owned models, owned agents, owned outcomes.
Foundation Models
Revgarden, Octopus and 33Street — our own model families, tuned for reasoning, parallel tasking and high-trust domains.
Agentic Infrastructure
DIYA Orb composes, governs and observes autonomous agents at any scale — the OS our own systems run on.
AI Engineering
End-to-end delivery of AI products — from model strategy and architecture to evaluation and production hardening.
Software Whitelabeling
Our engine under your brand. Ship branded AI products, copilots and agentic platforms without re-building the stack.
Precision Tooling
Bespoke internal tools and agent workbenches engineered to your exact operational spec. Nothing bloated, everything sharp.
Compliance-Ready Infrastructure
Privacy-first data spines and governed intelligence layers, built to HIPAA, GDPR and regional frameworks — from day zero.
Let's build yours.
Whitelabeling, precision tooling and AI engineering consultancy — engagements that span sectors, not just screenshots.
Software Whitelabeling
Our engine, your brand.
Ship production-grade AI software under your own brand — from Baanzon Chat copilots to full agentic platforms. We handle the deep engineering; you own the surface, the story and the revenue.
Get startedPrecision Tooling
Tools sharp enough to cut through reality.
Bespoke internal tools, agents and instrumentation built to your exact operational spec. No bloated off-the-shelf suites — only what your team actually runs on.
Get startedAI Engineering Consultancy
From whiteboard to deployed intelligence.
We design, build and harden AI systems with you — foundation-model strategy, agent architecture, evaluation pipelines and production readiness, anywhere on the stack.
Get startedFAQ
Questions, forged straight.
The things partners usually ask before we start — answered without the sales spin.
What does it mean that you "own" the stack?
We build the foundation models (Revgarden, Octopus, 33Street), the agent runtime (DIYA Orb) and the tooling ourselves. Nothing we ship runs on rented black-box APIs we can't inspect, tune or govern.
Which industries do you work with?
We're strongest in healthcare and software platforms, but the stack is sector-agnostic. Our compliance-first data spine and agent OS apply to any high-trust, high-volume operation.
Can we whitelabel your products under our own brand?
Yes — that's one of our core services. We handle the deep engineering and tenancy while you own the surface, the story and the revenue. Most branded instances ship within weeks.
Do you train custom models for clients?
We tune and fine-tune our own model families for client domains, and design custom agent architectures on DIYA Orb. For most engagements, our existing families plus tuning is the right fit.
How do you handle security and compliance?
Access control, audit trails and regional data residency are built in from day zero, aligned to HIPAA, GDPR and regional frameworks. Trust is engineered, not bolted on.
Where are you based, and how do you work with remote teams?
Kuala Lumpur, Malaysia. We run fully remote-friendly engagements with weekly live demos, shared tooling and clear documentation — the same rhythm we use internally.
Kuala Lumpur · Malaysia
Let's forge something extraordinary.
Bring us a problem. We'll bring the models, the agents and the engineering to make it real — whether it's your product, your brand, or your next era.