Case Study

AI Medical Consultation Pipeline

Grounded medical AI with citations, safety checks, and clinical rules — no hallucinations, no guessing.

Azure OpenAIGeminiBM25 RetrievalRAG PipelineClinical Rules EngineDataverse
blitzy.com.au/stories/ai-medical-consultation

What you're watching

This animated walkthrough shows how medical AI consultations are grounded in evidence, with citations, red flag detection, and clinical rules that ensure safer, traceable output.

Click Play Demo to step through the retrieval pipeline.

Key outcomes

Every finding backed by citations
Red flag detection on every consultation
Clinical rules engine for safety checks
3 knowledge sources per consultation

The problem

Inconsistent output

Generic AI summaries vary wildly between sessions — no reproducibility, no reliability.

Hard to verify

No citations, no source references. Clinicians can’t trace where an AI conclusion came from.

Missing risk signals

AI misses drug interactions, allergies, and critical red flags that require immediate attention.

No clinical guardrails

No rules for missing data, escalation warnings, or required follow-ups.

What we built

Evidence-grounded output

Every summary built from 3 knowledge sources — System Dictionary, Doctor Dictionary, and Consultation Memory.

Full citation chain

Each finding includes source, title, snippet, and confidence score. Fully auditable.

Red flag detection

Automatic detection of drug interactions, allergies, and clinical risk signals with coverage scoring.

Clinical rules engine

Deterministic rules check for missing data, escalation warnings, and required follow-ups.

Who this is for

Healthcare providers

Hospitals and clinics needing reliable, explainable AI-assisted documentation.

Clinical AI platforms

AI companies building medical tools that need safety guardrails and auditability.

Medical documentation

Teams producing consultation summaries that must be traceable and consistent.

Need grounded medical AI?

We build AI consultation pipelines with citations, safety checks, and clinical rules — no hallucinations, fully auditable.

Talk to us

Ready to Transform Your Business?

Get in touch with our Microsoft Dynamics 365 experts and discover how Blitzy can accelerate your digital transformation journey.

Get in Touch
Our team of experts is ready to help you transform your business with Microsoft Dynamics 365.

Primary Email

servicedesk@blitzy.com.au

Primary Phone

+61 450 730 877

Primary Office

Brisbane Office

Australia

Also Available:

Lugano Office:hello@blitzy.ch

Why Choose Blitzy?

  • Microsoft Products and Services 20 years expertise
  • 122 successful digital transformation projects
  • End-to-end implementation and support
  • Industry-specific solutions and best practices
Send us a Message
Tell us about your project and we'll get back to you within 24 hours.
Initializing security verification...