Pig and poultry barns
When ventilation fails, animals can die within hours. Tamoz follows temperature, CO₂ and fan current, alerts people in order and opens emergency vents if you've approved that action.
IoT that acts, learns and improves.
Tamoz turns sensor data into decisions. It watches your equipment around the clock, works out what each change means, acts within fixed limits and asks a person before anything risky. It remembers how every case ended and uses that the next time.
The gap
Most equipment disasters aren't sensor failures.
The sensors usually worked. What failed came after the alarm. Tamoz is built for that stretch, between the first signal and the problem actually being solved.
| What goes wrong | What it looks like | What Tamoz is built to do |
|---|---|---|
| The alarm is accepted, and nothing happens | Nordhausen, Germany, 2022: 2,089 pigs died after a ventilation fan failed. The on-call employee accepted the alarm but did not drive to the barn.1 | Keep watching after someone replies. If the readings don't recover, alert the next person. |
| The alarm is off or set wrong | Cleveland, USA, 2018: more than 4,000 eggs and embryos were lost while a storage tank's remote alarm was turned off.2 UK, 2020: 27,249 chickens died in a shed where the alarm sounded at 37 °C instead of 27 °C.3 | Read the sensors independently of the site's alarm, and treat a silent site as a warning in its own right. |
| So many alarms that people stop reacting | Across millions of pharma shipments, ELPRO found a true temperature excursion behind fewer than 10% of alerts.4 | Check for harmless explanations and state how sure it is before anyone gets called. |
| Slow trouble nobody connects | A chiller or a pump drifts for days without crossing a limit, then fails at the worst possible hour. | Follow trends over time and remember how similar cases ended, so the problem reaches a person in working hours. |
How it works
From sensor reading to confirmed recovery
Tamoz connects to the sensors and alarm outputs you already run. A case stays open until the readings show the problem is gone.
- Rules, always on
Watch
A deterministic layer reads every sensor around the clock and applies your rules. Normal readings never reach the AI, so they cost nothing.
- AI agent, on change only
Judge
When the situation changes, the agent wakes. It checks whether the problem is real, what else could explain it and how sure it can be.
- AI decides, limits apply
Act
It takes a pre-approved action or alerts the right person. Fixed rules and the device's own firmware control how far any action goes.
- Rules, always on
Verify
It keeps watching the readings. "On my way" doesn't close a case. If nothing improves, it moves to the next person on the list.
- Case memory
Learn
It records what happened and how the case ended. The next similar event starts from that history, and every decision can be replayed.
Safety limits
The AI decides what. Fixed rules decide how much.
Tamoz can say "cool" or "open the vents". It never chooses a fan speed or a setpoint. Your site decides which actions it may take at all.
Does on its own
- Filters false alarms and logs them
- Alerts people in the order you set
- Takes small pre-approved actions, such as restarting a charger or starting an aerator
Asks a person first
- Anything your site marks as risky
- Decisions with regulatory weight, such as releasing or quarantining a pharma load
- Approval means tapping a button. A spoken "yes" doesn't count
Never does
- Sets speeds, setpoints or other control values
- Takes a risky action on missing or stale data
- Replaces your required alarm or safety systems
- Beside your alarm
- The system you already have stays primary and untouched.
- Off-site by design
- It runs on separate power and network, so it notices when a site goes quiet.
- A full record
- Who was told what, when, and what the readings did next.
Use cases
One agent for many kinds of equipment
A new kind of site is added as configuration, without changing the core. Pick any example to watch it play out in the animation.
Fish farms
Oxygen can fall fast overnight. Tamoz starts aerators within set limits and confirms the pond recovers.
EV charging networks
A Techniche study of 5,000 chargers found 70% of malfunctions could be fixed remotely.5 Tamoz restarts within limits and sends a technician only when needed.
Data centres
Germany's Energy Efficiency Act sets efficiency targets for existing sites from mid-2027.6 Tamoz connects slow cooling trends and raises them before an alarm fires.
Water and heating utilities
Few people cover the night. Tamoz separates real faults from lost links, refuses to act on missing data and calls the on-call technician.
Supermarkets and cold storage
Open doors and deliveries set off alarms that aren't faults. Tamoz checks the door, the compressor and the schedule before anyone gets a call.
Pharma cold chain
Most temperature alerts turn out not to be true excursions.4 Tamoz checks each one, compares loggers and drafts the deviation report. Release or quarantine stays with your quality team.
Pilot
Start with one site, beside your existing alarm
Tamoz is in early development, and we're looking for our first pilot partners. A pilot reads your site without touching it until you've seen it work.
What we agree before starting
- It catches every drill at least as fast as your existing alarm
- Fewer than one false alarm a week after tuning
- Every alert ends with a confirmed recovery
- No interference with your existing systems
- Your data stays yours
- Up to 4 weeks
Prepare
Site visit, call list and thresholds. We model your site and rehearse failures in a simulator.
- 1 day
Install
Your electrician fits read-only sensors and a gateway with battery backup.
- About 6 weeks
Shadow mode
No alerts yet. Each week you get a report of what Tamoz would have told you.
- 3 months or more
Live alerts
Real alerts run in parallel with your alarm, with a monthly drill.
- After the drills pass
First action
Add one approved action, such as opening emergency vents, wired by the equipment maker.
Questions
What operators ask first
- Does Tamoz replace our alarm system?
- No. Your required alarm and safety systems stay primary. Tamoz adds a layer that follows each case through to the outcome.
- Do we need new sensors?
- Often only a few. Tamoz reads what you already have and can add low-cost retrofits where needed, such as current clamps that prove a fan is really running.
- Where does it run?
- Off-site, on power and a network separate from your site. That's how a site that goes silent becomes a warning rather than a blind spot.
- Can the AI change our setpoints?
- No. It chooses from actions you've approved. Fixed rules and device firmware control how far each action goes.
- Can it handle vibration or other high-frequency signals?
- Not as raw waveforms. It works with values such as RMS and trends, so high-frequency data needs extraction at the edge or an existing condition-monitoring system upstream.
- Who owns the data?
- You do.
Have a site that can't wait until morning?
Tell us what you run and who takes the alarm at 3 a.m. We'll tell you honestly whether a pilot makes sense.