Pulse Sentinel
Sensor Health Assurance
Sense layer

Know your sensors work, and how far to trust them.

Pulse Sentinel monitors the health of connected sensors and devices to show whether each one is working as it should, and how much trust to place in what it reports.

  • Sensor Health
  • Confidence
  • Trust State
  • Edge · On-Prem · Hybrid
  • UK-Sovereign
Sensor and device health
Pulse Sentinel: Sensor and device health
Demonstration environment, illustrative data. Interface screenshot, cropped.

What it does

System behaviour

Sensor health, confidence and validation.

Pulse Sentinel is the sensor health assurance layer. It checks that cameras and other sensors are working as they should and gives operators a view of how much trust to place in each output. It is designed to detect problems such as spoofed or drifting position data, heat or vibration degradation and signal faults, and to report them as sensor trust faults. Operators see it in Consilium, where orchestration can treat an affected sensor as untrustworthy or offline.

Position in the ecosystem: Deploy Pulse Sentinel as a standalone sensor-assurance service, or as the health and trust layer beneath the wider Espanaro solution set.

Three principles

The principles behind Pulse Sentinel

Healthy

Check that each sensor and device is working as it should.

Trusted

Express how far each sensor output can be relied on.

Reported

Pass trust faults to Consilium so workflows can react.

The challenge

Operators rely on cameras and sensors, but a sensor can fail quietly. It may drift, degrade, lose signal or be fed false data while still appearing to be online.

Decisions built on an untrustworthy sensor are untrustworthy too, and the fault is often found only after the event.

Operational value

Pulse Sentinel delivers:

  • Early warning of sensor faults
  • Clear view of sensor health
  • Confidence in sensor outputs
  • Trust faults visible to operators
  • Fewer decisions on bad data
The approach

Pulse Sentinel observes health and behaviour signals from connected sensors and devices, compares them with expected operating patterns, and assigns a health and trust state to each. Faults and trust changes are reported into Consilium, with the history kept for review, so a sensor can be flagged, down-weighted or taken out of use. Think of it as a live check for sensors, in the way an MOT is for a vehicle.

Architecture

How it works

Pulse Sentinel works in four steps, from observe to report.

PULSE SENTINEL · SENSOR HEALTH ASSURANCE 01 OBSERVE Sensor health signals 02 COMPARE Against expected patterns 03 ASSESS Health and trust state 04 REPORT Faults into Consilium SENSOR HEALTH · CONFIDENCE · TRUST STATE · EDGE · ON-PREM · HYBRID · UK-SOVEREIGN
  1. 01ObserveSensor health signals
  2. 02CompareAgainst expected patterns
  3. 03AssessHealth and trust state
  4. 04ReportFaults into Consilium

Core capabilities

Three building blocks for sensor assurance

01

Health Monitoring

Track connection, check-in and device health for every connected sensor.

02

Fault and Anomaly Detection

Identify faults, drift, degradation and signs of tampering against expected patterns.

03

Trust State and Reporting

Express how far each sensor can be trusted and report changes into Consilium.

Solution in action

See Pulse Sentinel working

Pulse Sentinel assures sensor health, so operators know whether each sensor is working as it should and how far to trust what it reports. These screens come from an Espanaro demonstration environment.

Sensor and device health. Connected, healthy, attention and offline counts for a camera estate, with last check-in and recent fault history for each device. A signal fault is raised for operator review.Demonstration environment, illustrative data. Interface screenshot, cropped. Shown within Consilium.
Estate health in Consilium. Cameras, perimeter, lighting, access control and backup power summarised by health state.Demonstration environment, illustrative data. Interface screenshot, cropped. Shown within Consilium.
Federated learning framework, live state. The Pulse Sentinel learning framework online, showing federated events and learning progress over recent loops.Demonstration environment, illustrative data. Interface screenshot, cropped.

Health states, faults and counts shown are demonstration data.

Use cases

Where Pulse Sentinel makes the difference

01

CCTV and Camera Estates

Spot cameras that have lost signal, degraded or gone quiet before an incident exposes the gap.

02

Counter-UAS and Detection Sensors

Check that detection sensors are working and reporting trustworthy data.

03

Position and Timing Sources

Flag spoofed or drifting position data before it misleads operators.

04

Trials & Evaluation

Assess sensor reliability and trust within controlled pilots.

Integration and deployment

Works with the systems you already run

Pulse Sentinel is designed to operate across diverse sensor and device environments. It can take health and status signals from existing systems, assess them and return sensor health and trust state to operators, dashboards or command platforms such as Consilium.

Works withConsiliumMQTT and DDS event streamsONVIF video systemsSensor and device data
Integration areaSupported approach
Sensor & device dataStatus, heartbeat and telemetry from physical and digital sensing systems.
Application interfacesAPIs and structured data formats including JSON and XML.
Message & event distributionEvent-driven and message-based integration patterns including MQTT and DDS.
Video & surveillance systemsIntegration through platforms and interfaces including ONVIF and RTSP where applicable.
Command & workflow systemsTrust faults can be consumed by Consilium or integrated into third-party operational tooling.

Delivered with Espanaro

Sensor assurance, built in the UK

Know your sensors work, and how far to trust them. Pulse Sentinel monitors sensor health and reports trust state into Consilium, so operators can act on what their sensors really tell them.

Supported by Espanaro capability

The engineering teams behind Pulse Sentinel also support its integration, deployment and operation.

How to engage

  1. 1
    Discovery

    Understand the sensor estate, operational environment and the faults that matter most.

  2. 2
    Sensor-Integration Workshop

    Shape health signals, expected patterns and trust reporting around your mission.

  3. 3
    Pilot

    Evaluate Pulse Sentinel in a controlled deployment ahead of wider operational rollout.

Solution datasheet

Download the Pulse Sentinel Datasheet

A concise technical overview of Pulse Sentinel: capabilities, use cases, integration and deployment. Fill in your details and the datasheet unlocks immediately.

  • Technical capability summary
  • Operational use cases and deployment context
  • Integration and ecosystem overview
  • PDF, free to download

Access Datasheet

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Discuss Pulse Sentinel

Know which sensors you can trust before you act on them.

Speak to Espanaro about a Pulse Sentinel discovery, sensor-integration workshop or pilot deployment.