CONNECT ANY SENSOR. REASON ON EVERY ASSET.
ACT AUTONOMOUSLY. DEPLOY MULTIMODAL PHYSICAL
AGENTS THAT SEE, HEAR, AND ACT ON YOUR
FACTORY FLOOR.
EMERGING FROM STEALTH
FROM SCALE-UPS TO GLOBAL ENTERPRISES

4 KEY REASONS WE ARE TRUSTED . . .
YOUR MODERN FACTORY OPERATING SYSTEM.

INCREASE YIELD. REDUCE OPEX. IMPROVE QUALITY.

IN 4 WEEKS.
/0.1
END-TO-END:

We don’t hand off. We own the entire problem — from chaotic data to operational ROI, carrying it across the finish line.

/0.2
DOMAIN × ENGINEERING:

Not coders but builders — fusing deep industry know-how with apex AI engineering to deliver solutions that actually work.

/0.3
SPEED AS STRATEGY:

Weeks to live, months to scale. To reindustrialize takes speed — our partners are done waiting years for outcomes.

/0.4
EMBEDDED OUTCOMES:

The moat isn’t theory, it’s deployment — where domain know-how, execution, and engineering intersect to generate ROI.

/0.1
LIMITLESS CONNECTIVITY :

Sensor connectivity has always been a nightmare — proprietary protocols, months of engineering time. We made it iPhone-simple. The agent handles discovery and configuration automatically.

/0.2
MAP YOUR FACTORY :

We build a live knowledge graph of your physical world — every asset, every signal, every relationship. The foundation every agent reasons from.

/0.3
PHYSICAL intelligence :

Our physical agents that thinks in the language of your factory. Vibration, thermal, pressure, vision — fused and reasoned over in real time, the way no general-purpose AI can.

/0.4
deploy :

Decisions and alerts routed instantly to the right operator or system. Agents run locally at the edge, inside your environment, keeping your data private. The right signal reaches the right person at the right moment.

The first wave of AI transformed software — language, images, code. That wave is over. The next frontier is the physical world.We built agents that speak it natively.

An autonomous agent that sees, hears, and acts on
your factory floor.

AT THE FUSION BETWEEN INDUSTRY & SOFTWARE.

Kyle Edwards
Co-Founder

SERIOUS AI visionary & founder. In his former life Kyle led some of the biggest enterprise data & AI transformations on globe. Ex-VP Data & AI at F500s like ABB & Philip Morris. Kyle was early into LLM research at UT Austin Machine Learning lab, working on early stage models like BERT.

Ossama Tawfick
Chief Growth Officer

Industrial technology leader across AVEVA, AspenTech, Bentley, and Microsoft, driving enterprise asset performance and industrial data systems globally.

Dr. Mike Flaxman
Head of Energy

Fullbright Scholar, dual PhD Harvard University, a decade as a scholar at MIT and Harvard, another decade in AI consulting and advanced analytics product management, Dr. Flaxman's is among the most accredited and experienced experts in GIS, Spatial Planning and environmental modelling. He has developed full stack solutions for Fortune 100 customers and large government agencies.

Slava Volosyn
AI Engineer

AI systems engineer specializing in robotics and industrial intelligence, building scalable architectures that enable real-time reasoning over multimodal sensor and operational data.

Joe Kelly
CFO

Industrialist and former investment VP leading $1M–$1B+ deals across private equity, bringing deep transactional discipline and operator mindset.

Mikhail Proniushkin
Design Lead

Spent nearly a decade at Palantir building core data and AI platforms, later leading 0→1 product design at Brex, Bastion, and Archetype Labs.

Hakim Maakli
Infra Lead

Senior IoT and cloud architect specializing in industrial systems, edge-to-cloud architectures, and real-world deployment of connected devices across manufacturing and automotive environments.

Kyo Mangold
AI Engineer

Kyo holds an MSc and BSc from ETH Zurich in Mechanical Engineering specializing in Robotics, AI/ML, and Computer Vision. His expertise lies in researching and building intelligent systems that bridge hardware and software spanning deep reinforcement learning, multi-agent LLM/VLM architectures, computer vision and robotics applications. He has held technical roles across Allianz Technology, Bühler Group, Johnson & Johnson, Siemens, and Apple

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