Automation & Insights · Signal Lab

The signals were there. The intervention wasn't.

One engine over the longitudinal record. One patient, a whole population, or a population that does not exist yet. Every answer traces to source and re-runs the same way.

1.5M+ patients coordinated · 100M+ clinical signals structured · on-premise via the Data Privacy Gateway

Flagged on day minus 14

Most clinical deterioration is visible days before it becomes obvious.

Signal Lab reads the whole record, clinical, diagnostic, genomic and operational, on one anatomical canvas scrubbed across the full history. Entity extraction runs on CPU inside your walls, FHIR-native, with no third-party API in the path.

Day -14

eGFR 64 → 38

Renal function declining.

Day -10

Missed follow-up

Rehabilitation appointment not attended.

Day -7

NEWS2 4 → 6

Early warning score rising.

Day -4

Medication change

ACE inhibitor adjusted.

Day 0

Admission

Pneumonia and acute kidney injury.

One engine, three views of the patient

See every signal. Understand why. Rehearse the outcome.

Understand why · Signal Lab State

Not just what happened. Why, and when it turned.

An interactive anatomical canvas maps every signal to the body, scrubbed across the full history so you can see the moment a patient started to turn.

  • Interactive body map
  • Timeline intelligence
  • Evidence-linked storylines
  • Dynamic risk re-gauging
Signal Lab State anatomical body map with risk overlay and evidence-linked storylines

Rehearse the outcome · Signal Lab What-If

Test the consequence before you commit to it.

Simulate a treatment or disposition and see the projected effect on the record, with the guardrails visible on screen and every run versioned and auditable.

  • Treatment simulation and disposition testing
  • Guardrails visible on screen
  • Pharmacogenomics and polygenic risk
  • Versioned and auditable
Signal Lab What-If treatment simulation showing projected deterministic outcomes

Patient. Population. Synthetic.

The engine that explains one patient runs unchanged across the whole population.

On-premise via the Data Privacy Gateway. The record never leaves your walls.

PatientExplain it. Rehearse it.
PopulationFind and size the cohort.
SyntheticShareable, risk-reported.
ReproducibleVersioned and hashed.

Proof at scale

Live in production, not a prototype.

Live enterprise deployment at a 1,000-bed quaternary hospital and an ASX-listed health technology customer. Complex multi-system environments unified on FHIR in weeks. Accepted into Mayo Clinic Platform Solution Studios.

1.5M+Patients coordinated
100M+Clinical signals structured
15+Years of data unified
12Always-on agents
DPGOn-prem tokenisation
MayoPlatform Solution Studios

See it on your data

Rehearse the outcome before you commit.

Book a working session and see Signal Lab run over a real longitudinal record.