Problem
Patient PII leaving the hospital boundary on shared AI stacks
Bijak Cloud
Sovereign clinical data plane with AES-256 encryption at rest and TLS 1.3 in transit
For healthcare providers
Sovereign AI for Malaysian healthcare
PHBPA-aligned clinical decision support, imaging AI, and patient-facing copilots on patient data that never leaves Malaysia.
- PHBPA Private Healthcare Facilities & Services Act 1998
- MMA Malaysian Medical Association clinical practice alignment
- MOH Ministry of Health Malaysia medical device and AI policy
What you feel today
The regulator-shaped problems you live with
Each one maps to a control in the sovereign-AI capability set we deploy.
Problem
Black-box clinical models with no explainability
Bijak Cloud
Audit-grade explainability with clinician sign-off before deployment
Problem
English-only medical copilots that miss Bahasa clinical nuance
Bijak Cloud
Bahasa Melayu and Manglish clinical fine-tunes grounded in MOH guidelines
Problem
Imaging AI running on hyperscaler GPUs with no throughput guarantee
Bijak Cloud
Bare-metal GPUs sized for CT/MRI inference at sub-second latency
What you get
What sovereignty buys you on day one
Four primitives you stop negotiating for, because they ship with the contract.
Sovereign compute
Bare-metal GPUs in Malaysian healthcare-aligned data centres — PDPA-aligned handling.
PHBPA-aligned contracts
Pre-drafted DPAs and clinical study agreements structured around PHBPA and MOH expectations.
Clinical explainability
Per-prediction SHAP outputs and clinician review workflow before any model touches production.
Bahasa medical NLU
Models fine-tuned on Malaysian clinical notes, MOH guidelines, and Bahasa Melayu patient records.
How we work
How a sovereign engagement lands
From scoping call to production deployment, with acceptance gates at each stage.
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Clinical scoping
Map your specialty workloads to model risk class, DPIA scope, and clinical sign-off workflow.
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Model fine-tuning
Fine-tune on your de-identified corpus with clinical co-pilot validation on every epoch.
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Validation
Prospective validation against your clinical KPIs with MOH-equivalent governance review.
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Deployment
Sovereign deployment with PHBPA-aligned processing terms and priority support escalation.
Production patterns
Production workload patterns
Patterns we can stand up against your corpus in a scoping or pilot phase.
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Chest X-ray triage
Sub-second CXR inference with explainability overlays for radiology review.
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Clinical note summarisation
Bahasa and English clinical note summarisation with structured output for EMR ingestion.
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Patient-facing chat (Bahasa)
Patient triage copilots grounded in MOH FAQs and your specialty protocols.
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Drug interaction check
Real-time interaction analysis grounded in Malaysian formularies and MOH guidance.
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Clinical guideline RAG
RAG over MOH clinical practice guidelines with citation traceability to the source PDF.
We aim to respond within 4 business hours
Bring your regulator to the call
Talk to a Sovereign AI architect about malaysian healthcare workloads. We'll bring the PDPA / BNM / PHBPA control mapping to the first meeting.