National-grade clinical guideline intelligence at the point of care.
Clinically governed. Nationally supported. Designed for frontline decision making.
IV fluid therapy for warning signs — crystalloids 5–7 ml/kg/h…
MaHTAS · Malaysian CPG
AskCPG is co-developed with the Ministry of Health Malaysia through the Malaysian Health Technology Assessment Section (MaHTAS).
Why CPG adherence is hard
The guidelines exist. The challenge is making them usable at the bedside, with citations a clinician can actually defend.
CPGs trapped in PDFs
Clinical Practice Guidelines live as 200-page PDFs and circulars on a portal — useful only if you have time to read them at 2am on call.
Time-pressured decisions
A junior doctor at the bedside has minutes, not hours. The right guideline exists — they just can't find the right paragraph fast enough.
Unwarranted variation of care
Without a fast, trusted reference, the same condition gets managed differently in two wards of the same hospital — auditors notice.
Generic chatbots, no governance
Public LLMs make up references. Hospitals can't deploy something that hallucinates a paragraph that never existed.
For Clinicians
- Instant access to Malaysian Clinical Practice Guidelines at the bedside
- Reduces time spent searching PDFs and circulars
- Improves consistency of care across facilities
- Supports junior doctor supervision with authoritative references
- Defensible clinical decisions with citation-backed answers
For Operators & Executives
- Strengthens guideline adherence across hospital groups
- Supports audit readiness and quality assurance programs
- Reduces unwarranted variation of care
- Standardised clinical knowledge layer for multi-site networks
- Integrates into existing clinical workflows and digital platforms
What It Is
Built for real workflows, not slide decks.
AskCPG is a clinical guideline intelligence engine that enables doctors and nurses to query Malaysian Clinical Practice Guidelines using natural language and receive structured, citation-linked responses suitable for real-time clinical use. It's designed as institutional infrastructure — not a consumer chatbot.
Core Capabilities
Clinical guideline intelligence, governed
Built so the same query, asked by any clinician, returns the same structured answer — backed by national-grade citations.
Natural-language CPG queries
Ask in plain language — “DKA management adult” or “antibiotics for community-acquired pneumonia” — and get a structured, point-of-care answer.
- Plain-English queries
- Structured response
- Bedside-ready format
Citation-linked answers
Every recommendation is mapped back to its source section and document — defensible in audit, defensible in court.
- Per-paragraph citations
- Source-document linking
- Version-tagged references
MaHTAS-curated content
Co-developed with the Ministry of Health Malaysia. Content is curated from nationally approved CPGs — not the open internet.
- MaHTAS source pipeline
- Nationally approved CPGs
- Controlled curation
Hospital protocol layer
Layer your own institutional protocols on top of the national CPGs — version-controlled, governed, and visible to clinicians.
- Hospital protocol onboarding
- Version control
- Governed publishing flow
Audit & governance
Every query and response is logged for institutional QA, with controlled updates and audit-ready exports.
- Per-query audit log
- Controlled updates
- Audit-ready exports
Decision support, not replacement
Designed to complement clinical judgement — not replace it. Clear separation between information provision and clinical decision-making.
- Advisory framing
- Clinician-led decisions
- Transparent limitations
From bedside question to cited answer
Four steps that replace a frantic Google search with a governed, auditable knowledge lookup.
Ask
Clinician types or speaks a clinical question in natural language.
Match
AskCPG matches the query against curated CPGs and hospital protocols.
Cite
A structured answer is returned with linked citations to source sections.
Audit
Query and response are logged for QA, governance and continuous improvement.
The AskCPG advantage
Operational, financial and patient-experience improvements you can measure in weeks, not quarters.
Operational
- Less time hunting through PDFs
- More consistent management of common conditions
- Improved junior-doctor supervision
Financial
- Reduced unwarranted variation of care
- Better audit and QA outcomes
- Lower medico-legal exposure
Clinical
- CPG-aligned decisions at the bedside
- Defensible, cited recommendations
- Confident junior staff
Outcomes & KPIs
Outcomes you can measure.
We design every deployment to deliver measurable change — not just a feature list.
Reduction in time spent searching guidelines
Increased adherence to selected protocols (audit sampling)
Junior doctor confidence and supervision efficiency
Reduced variation in ordering patterns where measurable
Deployment
- Made freely available to public healthcare workers
- Supports nationwide dissemination of CPGs
- Acts as a digital access layer for frontline clinicians across MOH facilities
- Enables scalable guideline adoption without additional infrastructure burden
Security & Governance
- Content sourced from nationally approved guidelines
- Version-controlled updates and audit trails for institutional use
- Separation between information provision and clinical judgment
- Designed for use as a decision-support tool — not a diagnostic replacement
The plain truth.
Co-Developed with the Ministry of Health Malaysia. Powered by MaHTAS Clinical Guidelines. Free for Public Healthcare Workers Nationwide. National Clinical Decision Support Infrastructure.
Ready to deploy AskCPG?
Talk to our team about your hospital's rollout. We'll scope a pilot that fits your reality — not a generic demo.