Physical AI as a Service

We make your
physical operations
intelligent.

Kaltiot combines real-world IoT data with AI to continuously improve your operational processes — and stays with you for the long term.

IoT Sensors
Real-time Data
AI Engine
Process Improvement
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OUR POSITION

IoT was just the beginning.

For years we've connected physical assets to the internet and collected operational data. Now we close the loop — using AI to transform that data into continuous process improvement, predictive intelligence, and measurable business outcomes.

We're not a consultancy that delivers a project and leaves. We're a service company that stays with you, iterating and evolving your solution as your processes change.

IoT → Physical AI

From connected sensors to intelligent systems that learn and act.

Grounded in Reality

No AI hype. Only solutions validated in real operating environments.

Physical AI as a Service

A complete stack from sensor to insight — delivered as a managed service.

Kaltiot Smart Tracker

Ready-to-deploy IoT tracking for location, condition, utilization, and logistics — up and running in days, not months.

  • Asset & fleet tracking
  • Environmental monitoring
  • Utilization analytics
  • Level & fill monitoring

Kaltiot Hydrohub

Smart water utility management — real-time data, network monitoring and automated billing for modern water utilities.

  • Real-time network and consumption monitoring
  • Automated leak detection and pressure monitoring
  • Customer alerts for leaks and consumption changes
  • Automated billing and meter remote reading

Custom AI Development

When off-the-shelf doesn't cut it — we build custom AI solutions on top of your operational data with deep domain expertise.

  • Custom ML models
  • Process-specific AI agents
  • Integration with existing APIs
  • Rapid prototyping

Agentic AI for Operations

AI agents that monitor your real-world sensor data, detect anomalies, and trigger actions — automatically and continuously.

  • Real-time process monitoring
  • Predictive alerting
  • Automated recommendations
  • LLM-powered reporting

Real processes. Real results.

We work across industries where physical operations matter.

Water & Utilities

Predictive Infrastructure Management

Water utilities use our AI service to monitor infrastructure levels, consumption patterns, and equipment health — predicting failures before they happen.

Outcome Reduced manual inspections, zero unplanned outages
Logistics & Delivery

Fleet & Cargo Condition Monitoring

Delivery companies track vehicle location, cargo conditions (temperature, humidity), and utilization — AI flags deviations and recommends route or loading optimizations.

Customer Pakettipiste — improved delivery process quality and efficiency
Industrial Manufacturing

Steel & Process Industry AI

Real-time tracking and AI analysis of steel ladles and industrial equipment brings transparency to complex manufacturing processes.

Customer Sapotech / Nordic steel plant — full process visibility
Construction

Smart Moisture & Conditions Management

AI-powered moisture monitoring on building sites. Our system detects problem areas and guides teams to take corrective action at exactly the right moment.

Customer Fira — optimized moisture management across active building sites
Sports & Wellness

Outdoor Fitness Equipment AI

Predictive maintenance and usage analytics for outdoor gyms. AI learns usage patterns and surfaces investment recommendations for municipalities.

Outcome Smarter capex decisions, better citizen experience
Smart City & Infrastructure

City Asset Intelligence

Municipal asset tracking, indoor climate monitoring, and space utilization analytics across public buildings and outdoor infrastructure.

Customer Teuvan kunta — automated tank level monitoring and alerts

How we work

01

Understand your process

We start with a deep conversation about the operational process that needs improvement. No generic solutions.

02

Rapid pilot

Within days we deploy a small-scale pilot that validates the solution in your real environment with your real data.

03

Build the AI layer

We connect IoT data streams to purpose-built AI agents trained on your domain — not generic models.

04

Continuous improvement

The system learns. We iterate. Every week the solution gets smarter and more aligned with your goals.

Senior experts.
Real data.
Long-term commitment.

Talk to our team

We are a service company — not a project company

We don't disappear after delivery. We stay, maintain, and continuously improve your solution for years.

Grounded in physical reality

Our AI is trained on real operational data from real environments — not synthetic benchmarks.

Frontline AI expertise

We use AI in our own processes and are among the first adopters — you benefit from our hard-won experience.

Fast deployment, no vendor lock-in

Ready-made solutions deploy in days. We work with hardware from any manufacturer and any cloud provider.

Based in Oulu, operating globally

A senior Finnish engineering team with hands-on experience across industries from utilities to construction.

Let's improve your process together.

Tell us about the operational challenge you're trying to solve. We'll map out what a Physical AI solution looks like for your specific environment.

Location Oulu, Finland