For leaders who put AI into equipment, products and operations
Lead an augmented company. Faster, stronger, bigger, and you stay in charge.
AI in your products and your operations becomes growth you can stand behind: augmented teams, faster and better-predicted decisions at every level — marketing, production, quality, sales — and a record of each one. KALYXON designs it where it creates the most value, builds it from sensor to dashboard, and keeps people in charge.
Talk to StéphaneHow, in three moves
KALYXON France SASU, Paris · KALYXON US Inc., Massachusetts
- 25+years of IoT, physical measurement and machine learning
- In weeksdelivered with governed AI agents
- One expertisefrom the sensor to the dashboard
- OfflineIt keeps recording when the network is down.
Why it matters
A system that follows rules does what it was told. Everyone trusts it. It also stops at what it was told.
AI sees, sorts, predicts and adapts. That is where value multiplies. It can also be wrong, and someone has to answer for it.
Keep the rules as the safety net, let AI create the value, and keep a record of every decision: what was seen, which model judged it, who decided, when.
01 — How, in three moves
Value first. People in charge. Every decision on record.
1 — Find the value
Your customers, your margins, your constraints. Opportunity discovery, business model canvas, design sprint. We decide what to build only once we know where it pays, short term and long term.
2 — Put AI to work, people in charge
Models in the device, data connected, an engineering organization run with governed AI agents that delivers in weeks. Your teams keep the last word, and they get faster.
3 — Record every decision
What was seen, which model judged it, who decided, when. Signed, chained, readable by a customer, an insurer, an auditor. The same record tells you where to push next.
02 — For each role
One company, augmented at every level
The decision is yours. The proof is for everyone who has to answer for it. Here is what each of them gains.
CEO
Decisions taken closer to the field, predicted earlier, and defensible. Growth you can stand behind in front of a board, a bank or a buyer.
COO · Production
Inspection, detection and planning on site, offline if needed. Fewer stops, fewer disputes, every intervention on record.
CMO · Sales
Smarter equipment, new services, a per-site offer, and an answer ready when a customer asks what the AI actually did.
Quality · Regulatory
Model and version, input, output, operator action, time. The file your auditor, your certifier or your regulator will ask for, produced as you go.
CFO
Solutions built in weeks by a small team, licenses per site, and a lower liability profile when AI decides on your behalf.
CTO · CIO · Managers
Security by design, governed agents, SAFe and Scrum where you need scale. We work with you, and we leave the method behind.
03 — Three ways to work with us
One expertise, three depths of engagement
From the sensor to the dashboard: physical measurement, data and AI models, edge and IoT platforms, and an engineering organization run with governed AI agents. Choose where you want us.
Architect
We listen to the CEO and the vision first. Then we find where the value is before building anything, place the solution, and take it to delivery at scale. Along the way, your organization learns to work with AI and agents, with people in charge: augmented governance.
- For
- Hardware, IoT, robotics and medtech companies; industrial groups; European companies entering the US.
- You get
- Decisions, a roadmap, a product delivered, and a way of working your teams keep after we leave.
Build
Multi-physics, multi-sensor IoT: cameras, LiDAR, vibration, temperature, flow, gas, vision on a line, a robot’s perception. We design the model, bring it into the device, connect the data, and record every decision at the source. Delivered by one architect and a fleet of governed AI agents.
- For
- Equipment makers and integrators with a precise need and no team to build it.
- You get
- A working solution, from sensor to dashboard, with proof built in.
Equip
Software modules that drop into your equipment or platform: decision records, sealing and verification, licensing and offline lifecycle, exports your customers can read. Security was the first use case; the modules are the same for any equipment.
- For
- Equipment makers with an open platform, integrators, supervision software vendors.
- You get
- A per-site or per-device license, a design-partner program, and a product that answers the questions your market asks.
04 — Under the hood
For your technical teams: the proof chain
KALYXON does not replace your sensors, machines or models. It runs alongside them and records each decision at the source, as it happens. Nothing leaves the site except the proof, and only if you choose.
- 1SensorA camera, a machine, a device.
- 2Local inferenceThe model runs on site, offline too.
- 3Human decisionConfirm, reject or escalate.
- 4Signed proofInput, model, output, who, when.
- 5ReportFor an auditor, an insurer, a judge.
CloudOn-premiseEdge
The same chain runs in a camera, a robot, a machine or any IoT device that embeds AI.
- In the cloud.
- On-premise, in your own data center.
- At the edge: inside an IoT gateway, a robot, a camera or a device.
It keeps recording when the network is down.
A fingerprint of the input. The model and its version. The output and its confidence. The person or the rule that decided. The time. Each record is signed and chained to the previous one, so it cannot be edited after the fact.
Your operators, your client, an insurer, an auditor, a judge. Plain reports, not raw logs.
Cameras came first, in industry and security. The same chain fits machines, robots, medical devices, alarms and any IoT device that embeds AI. Behind it, more than twenty-five years of physical measurement and sensors — vision, LiDAR, vibration, materials, process — and a taste for new technologies when the project calls for one.
05 — Proof
Running in France, with a global manufacturer
Our first deployment runs in France on an open camera platform from a global manufacturer, as a pilot with the manufacturer:
Partner names stay private.
- Detection in the device
- An operator who qualifies each alert
- Every decision sealed in the device
- A verification page that works offline
Want to see it? We run technical walkthroughs on request: ask for one.
06 — How we work
An architect who listens to the CEO. A fleet of governed AI agents.
Opportunity discovery, business model canvas, design sprint. We decide what to build only once we know where the value is, short term and long term.
Stéphane sets the direction, makes the calls and signs off. You always know who is responsible.
Agents research, draft, build and test, each within a defined scope, every action logged on our own proof layer. Speed, with a trail you can audit.
07 — Company
KALYXON is based in Paris, with a US company in Massachusetts.
KALYXON France SASU
Paris, France
60 rue François 1er, 75008 Paris · RCS Paris 994 795 748
KALYXON US Inc.
Massachusetts, United States
Founder
Stéphane Morel
Architect · Orchestrator CTO
An architect who places the solution where it creates the most value, listens to the CEO and the vision, and delivers fast with a fleet of governed AI agents. Security, both cyber and the security industry, is at the core of his work. More than 25 years of IoT, physical measurement and machine learning.
- INSA engineer: instrumentation and multiphysics modeling.
- Volvo Cars, Sweden: crash simulation and data.
- Director of industrial development at a technical center.
- 14 years as founder-CEO of an engineering company: robotics, AI vision at the edge, control systems, cloud. Clients included Airbus and Safran. Sold in 2021.
- Big Data and AI in Quebec.
- Data & AI architect at a large consulting group.
- Since late 2025: founder of KALYXON, and interim CTO for a security-industry manufacturer.
08 — Contact
Talk to Stéphane
A product, a site, a decision about AI in your business, or a question about expanding to the US? Write directly. We reply in English or French.
contact@kalyxon.comWrite to us