Clinical decision support · Governed risk workflow
See deterioration risk develop before it becomes a single number.
Surface changing risk. Keep judgment with clinicians.
Bring recent vitals, laboratory results, medications, and patient context into one evolving view. Surface condition-specific signals with contributing trends, data quality, and alert history a clinician can inspect.
Intended user or buyer
For critical-care teams organizing changing patient signals into a governed review worklist.
Designed for intensive-care and rapid-response environments where teams need to understand trajectory, contributing observations, alert state, and data quality together.
Intensive care teamsRapid response teamsClinical operations teamsClinical operations leaders
Workflow problem
Meaningful deterioration can be distributed across several changing observations.
Single thresholds can miss the broader trajectory, while excessive alarms can dilute attention. Teams need a prioritized signal with visible contributing trends and a controlled alert lifecycle.
A streaming decision-support referenceSignal, context, and governance in the same operational view.
The product connects ordered observations, consistent time-windowed signals, risk estimates, persistent alert state, evidence-constrained explanations, permissions, and review history in one operational path.
Product interface preview
A realistic view of the work in progress.
The illustrative workspace uses representative content to show how evidence, state, and review decisions stay together.
Representative ICU caseClinical review workspace
Decision supportPatient ICU-27 · 6-hour horizon
Illustrative caseCorrelated trends are moving together.
HR
SpO₂
MAP
Changing observationsGoverned review worklist
Customer outcomes
What changes for the people doing the work.
Surface changing risk. Keep judgment with clinicians.
Keep each patient’s changing observations together.
Validate and order new observations while preserving the patient context that supports clinical review.
Show distinct risks without flattening the clinical picture.
Present separate signals for sepsis, respiratory failure, cardiac instability, and unusual patterns so reviewers can see what changed.
Connect every signal to recent evidence.
Show trends, missing information, and contributing observations alongside the estimate instead of presenting an unexplained score.
Core workflow
One controlled path from observation to review.
The dashboard receives an inspectable signal only after the event, feature, model, alert, and explanation boundaries have each done their job.
Validate the observation
Confirm the patient context, order new information, prevent duplicate entries, and keep invalid data out of the review path.
Update the patient view
Refresh recent trends and the separate deterioration and unusual-pattern signals.
Govern the alert
Apply repeat-signal handling, escalation, and resolution rules before the worklist changes.
Explain + review
Ground the explanation in recent observations and model evidence, screen unsafe language, then leave triage and action with the clinician.
Capabilities
The governed workflow around the risk estimate is the differentiator.
Every layer is designed to keep the current signal reproducible, the alert state durable, and the explanation grounded in information already visible to the reviewer.
Ordered patient observations
Validate and organize new vitals, laboratory results, medications, and observations while keeping them attached to the correct patient context.
Comparable trend windows
Evaluate recent values, direction, variability, and missing information through a consistent time-based view.
Condition-specific signals
Keep sepsis, respiratory, and cardiac deterioration signals distinct rather than collapsing them into one general risk label.
Unusual-pattern review
Present unusual observation patterns separately so reviewers can distinguish them from condition-specific risk.
Governed alert worklist
Keep alert status, repeat-signal handling, escalation, acknowledgment, resolution, and suppression reasons in one review history.
Evidence-grounded explanations
Explain recent trends, contributing signals, and data quality, and withhold a generated explanation when the available evidence is not sufficient.
Example product output
A threshold crossing is the start of the workflow—not the end.
The worklist controls how a risk signal becomes a persistent operational object that can be viewed, acknowledged, escalated, resolved, or suppressed with a reason.
- Persistence and cooldown reduce repeated alerts from a transient signal.
- Deduplication and lifecycle state prevent parallel copies of the same operational event.
- Role-aware review controls and an activity history make reviewer actions visible.
- Explanations never diagnose, recommend medication or procedures, invent data, or claim certainty.
Alert lifecyclePersistent state · full audit trail
NewThreshold and persistence rule satisfied
CreatedViewedWorklist event recorded
AuditedAcknowledgeClinician action still required
OpenResolve or suppressReason required for final action
PendingICU Deterioration Intelligence · NeoTechSource