App 01 · Signal Automation

From signal detection to Signal Evaluation Report — under reviewer control.

A controlled workspace that takes pharmacovigilance teams from disproportionality output to interpretation, evidence, and documentation. The statistics are transparent; the conclusions remain with qualified reviewers.

PRR · ROR
Frequentist
EBGM · IC
Bayesian
SMQ
MedDRA
Vigicore SignalIllustrative
SignalsLifecycle board
Signal lifecycle board
New signal
Live · 2026-Q2 data cut · 5 active signals · last run 06:12
Detected2
Brevanta
High
Hepatic injury
ROR 4.831 cases
unassigned
new
Sondara
Medium
Rhabdomyolysis
ROR 3.622 cases
unassigned
3h ago
Validated1
Orvexa
Pancytopenia
EBGM 3.118 cases
AKdue 5d
1d ago
Assessing1
Caldyra
QT prolongation
PRR 2.912 cases
MKdue 2d
2d ago
Closed1
Tovaris
Nausea
Not a signal9 cases
closed 4d
Every stage transition is reviewer-gated and written to the audit trail.
How it works

Intake → Detect → Review → Document.

Step 1

Intake

Upload a data cut; map columns once into a controlled, validated structure.

Step 2

Detect

The engine computes frequentist and Bayesian disproportionality across drug–event combinations.

Step 3

Review

Triage flagged DECs with MedDRA context, subgroup views, and gathered evidence.

Step 4

Document

Track signals in the register and draft an audit-ready Signal Evaluation Report — reviewer-signed.

Capabilities

Everything a signal review needs, in one place.

Disproportionality engine

Case-based PRR, ROR, Yates χ², 95% lower bounds, and Bayesian EBGM / IC scoring — transparent and documented.

MedDRA hierarchy & SMQs

PT → HLT → HLGT → SOC roll-up and Standardised MedDRA Query grouping for clinically meaningful aggregation.

Controlled data intake

Guided column mapping and validated intake so every run is structured, comparable, and repeatable.

Subgroup & stratified review

Disproportionality across subgroups with masking-aware comparisons that respect the data.

Persistent signal register

A cross-run register tracks each signal through its lifecycle — detected → validated → assessed → closed, with due dates.

Evidence review

FAERS / openFDA, EU evidence, and literature validation gathered right beside the signal under review.

Run comparison & trends

Compare historical runs and watch re-signalling and trend movement across repeated data cuts.

Guardian-assisted SER

Evidence-bound drafting support for Signal Evaluation Reports — the reviewer controls every conclusion.

Vigicore surfaces statistics and evidence to support review. It does not draw automatic causality conclusions — final signal assessment remains with qualified PV and medical reviewers.
Get in touch

See Signal Automation on your data.

Request a guided walkthrough or a scoped pilot with your own data cut, and we'll show how detection, review, and SER drafting come together.

Seeking investment

Signal Automation and Literature Monitoring are live and growing. We're seeking strategic investment and enterprise partnerships to scale OnePV.

Read the investment story →
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We respond to qualified PV, enterprise, and investment enquiries.