Built for Australian healthcare

Clinical reasoning
that works as hard
as you do.

Pathways ingests your pathology and imaging, synthesises across every finding, and surfaces differentials that are verified, self-critiqued and safety-screened — before they reach you.

AWS SYDNEY · ap-southeast-2PRIVATE BETA · AU GENERAL PRACTICEHL7 · SONIC · DHM
pathway · case · PT-438621 · testicular workup
LIVE · AU
Results
07 · VERIFIED
Haemoglobin138 g/LVERIFIED
Neutrophils1.4 ×10⁹/LLOW
TSH0.28 mIU/LLOW
Calcium (adj.)2.68 mmol/LHIGH
β-hCG214 IU/L↑↑ RED FLAG
AFP48 μg/LHIGH
LDH312 U/LHIGH
PIPELINE · 4/6 · DIAGNOSE
Differential
03 · RANKED
URGENT
Testicular germ cell tumour
94%
Testicular U/S · hypoechoic massβ-hCG 214AFP 48LDH 312Age 34
Self-critique: staging CT C/A/P required; lymphadenopathy not yet assessed.
Subclinical hyperthyroidism
78%
TSH 0.28Free T4 pendingNo graves features
Alternative: non-thyroidal illness of malignancy — correlate post-staging.
Multiple myeloma (incidental)
42%
Ca²⁺ 2.68Hb trendingNeutrophils 1.4
Low confidence. Request SPEP + β2-microglobulin.
Clinical chat
● SONNET 4.5
Why was myeloma included at 42%?
PATHWAY · RE-RUNAdjusted calcium of 2.68 mmol/L combined with mild neutrophil suppression triggered the haematology agent. It is a lower-weight correlation; confidence remains below the threshold for urgent workup but above the threshold for inclusion. Recommended next: serum protein electrophoresis and β2-microglobulin to interrogate.
⌘ ↵
PHASE 02 · VERIFY · 00:00.41
CROSS-CORRELATION DETECTED
RED FLAG · MALIGNANCY PROTOCOL
Clinical & infrastructure partners · In discussion and deployment
Sonic Healthcare· Douglass Hanly Moir· Anthropic· AWS Sydney
01 · The problem

You already know what good care looks like. You just need more time to deliver it.

Three moments every clinician recognises. Each one is the same story: the data exists, but nobody has the time to connect it before the next patient arrives.

14:32 · BETWEEN PATIENTS
You’re reviewing a blood panel. TSH borderline low. Neutrophils slightly suppressed. You note it, but you’re 20 minutes behind. You move on.
Premature diagnostic closure.
09:18 · NEW REFERRAL
A patient brings an ultrasound report from three weeks ago. The findings are subtle. There isn’t time to cross-reference against last month’s bloods.
The synthesis gap.
16:47 · ROUTINE PANEL
Mildly elevated calcium. Low haemoglobin. Individually unremarkable. Together, they could signal myeloma.
The correlation problem.

Pathways was built for these moments. Not to replace your judgement — to make sure nothing falls through the cracks when you're under pressure.

02 · How it works

Every finding verified. Every differential critiqued. Every plan safety-screened.

No other clinical system has a structured, phase-gated reasoning pipeline with mandatory synthesis before diagnosis. This is not ad-hoc prompting. It is a clinical harness.

PHASE 01
Intake
Parse pathology, imaging and clinical documents. Structure every value.
HB 138 g/L · extracted · PDF p.2
PHASE 02
Verify
Cross-validate every extracted value against its source. Unit, range, provenance.
β-hCG 214 IU/L · confirmed vs. source
PHASE 03
Contextualise
Merge findings across tests. Detect correlations, conflicts, red flags.
LDH ↑ + AFP ↑ + U/S mass → correlated
PHASE 04
Diagnose
Generate differentials with self-critique. Challenge every conclusion.
Germ cell tumour · 94% · critiqued
PHASE 05
Plan
Safety screening. Drug interactions, allergies, contraindications. Deterministic.
No interactions · urgent urology ref.
PHASE 06
Output
Confidence scores, evidence chains, clinician-ready presentation.
Evidence chain complete · 7 nodes
6
Phase gates enforced before output reaches the clinician
100%
Findings cross-validated against source documents
0
Diagnoses passed through without self-critique
Re-runs triggered by your questions in clinical chat
Private beta · AU general practice HL7 pathology ingestion · Sonic · DHM Council of Agents · v2.1 Malignancy red flag protocol · on every case Socrates Pre-Op · 12 clinical domains Deterministic safety rules · harness level Private beta · AU general practice HL7 pathology ingestion · Sonic · DHM Council of Agents · v2.1 Malignancy red flag protocol · on every case Socrates Pre-Op · 12 clinical domains Deterministic safety rules · harness level
03 · Products

Three surfaces. One clinical harness.

Every product writes into the same reasoning pipeline. What Socrates hears is what Differential reasons on. What Scribe captures is what the harness synthesises. No translation layers, no lossy handoffs.

Differential
Your reasoning engine. Ingests pathology and imaging, generates ranked differentials with confidence, evidence chains, and self-critique.
Learn more
Socrates
Your intelligent history-taker. Structured voice interviews before, during or after the appointment — in the format the harness understands.
Learn more
Record Scribe
Your documentation assistant. Captures the consultation, extracts findings, feeds them into Differential. Conversation to reasoning in one loop.
Learn more
04 · Specialist agents

Domain expertise that never sleeps, never forgets, never rushes.

When a case enters Pathway, a triage agent activates the relevant specialists in parallel. Each one encodes hundreds of domain rules, red flag protocols, and cross-finding correlations. Complex cases assemble a Council of Agents — independent differentials, cross-critiqued, reconciled.

Agent · 01
Oncology
Malignancy red flags across imaging, labs and clinical findings. Tumour marker correlation. Staging recommendations.
Agent · 02
Cardiology
Acute coronary syndrome patterns. Aortic dissection risk. Heart failure staging. Troponin trending.
Agent · 03
Sepsis & ID
SIRS criteria. qSOFA scoring. Lactate trending. Antibiotic timing alerts.
Agent · 04
PE / DVT
Wells score correlation. D-dimer contextualisation. CTPA recommendation logic.
Agent · 05
Neurology
Stroke mimics. Seizure differentiation. Neurodegenerative patterns. LP indications.
Agent · 06
Haematology
Pancytopenia workup. Coagulation cascade. Haemolysis markers. Marrow failure indicators.
Agent · 07
Endocrinology
Thyroid axis. Adrenal insufficiency. Pituitary dysfunction. Calcium–PTH axis.
Agent · 08
Acute Abdomen
Surgical vs medical differentiation. Perforation signs. Obstruction patterns.
05 · Trust architecture

Safety is not a feature. It is the product.

AU · Australia

Data sovereign to AWS Sydney. PHI does not leave the country. Safety rules are deterministic and enforced at the harness level — not the model level. They cannot be bypassed by prompt engineering, context drift, or model update.

Data sovereignty
All PHI processed and stored in AWS Sydney (ap-southeast-2). Non-negotiable.
Privacy Act 1988 / APPs
Built to the Australian Privacy Principles with OAIC-aligned de-identification.
AES-256 · TLS 1.3
Modern encryption in transit and at rest. PII stripped before model inference.
NDB Scheme
Notifiable Data Breaches procedures operational from day one.
ISO 27001
Information security management system — certification in progress.
TGA CDS
Positioned as clinical decision support. Clinician is always final decision-maker.
Built for clinicians, by people who understand clinical practice

Ready to see what Pathways catches in your caseload?

No commitment. No credit card. See it work with real clinical scenarios.