Telemetry meets machine learning.
Custom-engineered IoT hardware streams live telemetry into our ML analytics engine — anomalies, predictive failures and natural-language insights — alongside an AI-assisted booking engine that handles enquiries, schedules and slot optimisation.
Two AI-powered engines. One platform.
From the sensor on the asset to the booking on the calendar — IoT-WorkS runs the data and the decisions in one place.
Telemetry Analytics, learned from your data.
Ingest sensor streams, train per-asset baselines, surface anomalies and predicted failures — explainable, auditable, and hosted in the UK.
- ▸Anomaly detection (isolation-forest + LSTM ensembles)
- ▸Predictive maintenance with confidence intervals
- ▸Natural-language queries over historical telemetry
- ▸Edge inference for offline / low-bandwidth sites
Bookings handled by a model that understands intent.
An AI-assisted booking engine that converts enquiries into confirmed slots — across channels, languages and timezones — with constraint-aware scheduling.
- ▸Intent extraction from email, WhatsApp, web forms
- ▸Slot optimisation respecting travel, stock & SLAs
- ▸Auto-reschedule on telemetry-triggered service calls
- ▸Multi-language assistant (EN · PL · DE · FR)
Wireless sensors
Temp, humidity, vibration, door, GPS — multi-year battery.
Gateways
Edge inference + buffered forwarding when networks drop.
Vize Portal
Multi-tenant dashboards, alerts, automations, CRM.
UK engineering
Install, certification, lifetime support.
We build the hardware, too.
Two AI engines on top of a UK engineering team that designs custom IoT hardware, writes made-to-order firmware, and integrates GPS / gateways across our kit or yours.
Custom hardware + PCB design
Bespoke IoT devices, multi-layer boards, RF + mixed-signal, certification-ready.
Embedded firmware development
For our hardware or yours. ESP-IDF, Zephyr, FreeRTOS. OTA + secure boot.
GPS, gateway & integration
Deploy across IoT-WorkS modules or third-party hardware you already own.
“The ML caught the failures, the booking engine dispatched the engineers — we recovered the cost in eight months.”
Talk to an engineer, not a chatbot.
Send us your use case. A UK-based engineer will reply with a proposed architecture within one working day.