Now in Early Access

The nervous
system of the
physical world.

Continuis Labs builds the end-to-end hardware and software stack that connects any sensor — on any machine, in any building, across any industry — into a single intelligent monitoring platform.

Gateway Hub
Industrial
Commercial
Consumer
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The Opportunity

Trillions of signals.
Almost none of them heard.

The physical world is the largest untapped data source in existence. Machines, buildings, farmland, power grids — they all generate continuous streams of signal. Today, 97% of it is either never captured, siloed in proprietary systems, or lost to incompatible formats. Continuis Labs is ending that fragmentation.

97%
of industrial sensor data is never analysed or acted upon
$82B
lost annually to unplanned industrial downtime in the US alone
47+
incompatible sensor protocols fragment today's industrial landscape
The Architecture

Seven layers.
One coherent stack.

Every other IoT platform bolts together point solutions and calls it an ecosystem. Vigil is different: a ground-up, vertically integrated architecture where each layer is designed to serve the one above it.

The result is a system where a sensor plugged into a factory floor at 6am is generating AI-analysed, semantically-tagged, cryptographically-provable intelligence by 6:05am — with no configuration, no integration sprints, no proprietary lock-in.

07
Presentation Layer
Vigil dashboard, mobile alerts, embedded widgets, API clients
Dashboard REST API WebSocket
06
Application Layer
Alerts, reports, derived fields, action dispatch, scheduled jobs
Impulse Prism Canvas
05
Intelligence Layer
Argus AI engine, semantic memory (pgvector), NLQ, ontology graph
Argus pgvector Claude AI
04
Storage Layer
TimescaleDB hypertables, continuous aggregates, multi-tier retention
TimescaleDB PostgreSQL Redis
03
Transport Layer
MQTT broker, MBP TCP gateway, authenticated multi-tenant ingestion
MQTT MBP / TCP ECDSA
02
Sensing Layer
MNEMOS Node, PDP connector, TEDS autodiscovery, probe enumeration
PDP TEDS v1.0 Forge
01
Physical World
Any sensor, any machine, any environment — industrial or consumer
Temperature Vibration Pressure + 180 more
Compounding Advantages

Four flywheels.
All spinning together.

Each new probe, each new site, each new industry strengthens every other part of the platform. This is what a network-effect data infrastructure looks like.

01
Semantic Data Gravity
Every measurement is tagged with a canonical physical quantity, an ontology entity, and a calibration certificate. As the dataset grows, so does its usefulness for AI training, anomaly baselines, and cross-site benchmarking.
02
Digital Twin Compiler
Sensor streams auto-populate a structured ontology of every physical entity in your operation. As more probes attach, the twin becomes richer — enabling simulation, what-if analysis, and autonomous control.
03
Safety & Insurance Moat
Cryptographically signed, auditable sensor streams create provable records of equipment health, environmental compliance, and operator response. The same data that runs the facility becomes the evidence layer for insurance and regulation.
04
Federated Intelligence
Argus AI learns from every deployment. Anomaly signatures, failure precursors, and maintenance patterns discovered at one plant improve predictive models for every other plant — without sharing raw data.
Measurements / Day
Probe Types Supported
Platform Uptime SLA
< 2ms
Alert Latency
Industries We Serve

Every sector.
One platform.

Vigil is built to be domain-agnostic. If you need to measure it, monitor it, or act on it — it belongs on Vigil.

Factory Automation
Motor health, vibration, temperature, torque, and process chemistry across production lines. Predictive maintenance before failures happen.
Building Management
HVAC, occupancy, air quality, power metering, and environmental compliance — managed as a single coherent system.
Smart Agriculture
Soil moisture, nutrient levels, microclimate, irrigation flow, and crop stress signals unified into actionable farm intelligence.
Energy & Utilities
Grid health, transformer temperature, pipeline pressure, and renewable generation — monitored in real time at utility scale.
Cold Chain & Logistics
Temperature, humidity, shock, and tamper detection from warehouse to last-mile delivery. Compliance reports generated automatically.
Healthcare & Life Sciences
Cleanroom particle counts, sterilisation cycles, cold storage, and medical equipment monitoring with full audit trails.
Humanoid & Autonomous Systems
Sensor fusion for next-generation robots. Joint torque, servo health, proprioception signals, and environmental awareness — standardised and streamed.
Water & Environment
Dissolved oxygen, pH, turbidity, flow rate, and chemical dosing for water treatment plants and environmental monitoring networks.
Interoperability

Any probe.
Any protocol.
One platform.

We built TEDS — the probe-embedded identity standard — into every connection. Plug in a sensor and Vigil already knows what it is, what it measures, and how to calibrate it. No manual configuration. No integration sprints.

IEEE 1451 / TEDS MQTT OPC-UA Modbus REST API WebSockets CANbus 4–20mA
Live Protocol Matrix
PDP / MBP — MNEMOS Native
Native
MQTT 3.1 / 5.0
Native
REST API / WebSocket
Native
OPC-UA
Q3 2026
Modbus TCP / RTU
Q3 2026
CANopen / J1939
Q4 2026
BACnet / LonWorks
Q4 2026
Built for What's Next

From legacy
factory to humanoid floor.

The factories of tomorrow will run on a mix of legacy machinery, collaborative robots, and fully autonomous humanoid workers. Every joint, every actuator, every environmental condition needs to be sensed, streamed, and acted upon — in real time, at scale.

Continuis Labs is building the sensing infrastructure that bridges today's industrial installed base with tomorrow's autonomous workforce. Plug in your existing sensors. Plug in your robots. One platform handles both.

  • 01
    Legacy Retrofit, Zero Rip-and-Replace
    MBP gateway adapters bridge existing 4–20mA, Modbus, and discrete I/O infrastructure into the Vigil ecosystem without touching installed hardware.
  • 02
    Humanoid Sensor Fusion Bus
    Standardised PDP connectors for joint torque, force-torque, IMU, and tactile sensors — giving humanoid robots a plug-and-play proprioception standard.
  • 03
    Human + Machine Mixed Floors
    Unified environmental and safety monitoring across zones occupied by both human workers and autonomous systems. One alert fabric, one dashboard.
  • 04
    AI-Ready Data Pipeline
    Every measurement is timestamped, quality-tagged, and stored in a time-series format purpose-built for training predictive maintenance and anomaly detection models.
Get Started

Connect your world
to Continuis.

Join the waitlist for early access to the Vigil platform, MNEMOS hardware, and the PDP developer programme.