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Mental Engines

Continual Learning Physical AI for rapidly changing environments

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Powered by Scenario-Based Intelligence: Secure, data-efficient Edge AI

Physical environments shift endlessly. Current AI doesn't.

By the time Physical AI is trained, tested and deployed, the environment it was designed for often no longer exists. Triggering a costly retraining loop: More data, compute, energy and manpower

43%

of robotics developers rank environment adaptation as their #1 unsolved challenge

5th International Workshop on Robotics 

We empower developers to build, simulate, and automate Physical AI

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Small-data / ON-DEVICE / Secure

Edge Native AI

SBI is an AI for autonomous decision-making, designed to move the learning mechanism to the edge — adapting continuously, on device

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Soft-materials / climate aware /

Digital Twins

Reinforcement Learning simulators to train robotics and smart facilities. Built to handle the complexity of real-world environments

Working where energy and connectivity
costs are highest 

No upfront cost. You pay when you save

Climate Control

In commercial greenhouses, climate control accounts for 60–80% of total electricity consumption. SBI identifies scenarios in the enviorments and automates a wide numbner variables in real-time to reduce energy and deliver higher yields at lower costs.

Heating / Cooling / Humidity / CO₂ / Lighting

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Drone Over Forest

Autonomous Decision Making

SBI lets autonomous systems decide in changing field conditions—from autonomus robotics to smart facilities . SBI runs on the device, where the work happens, ensuring split-second reliability without cloud dependency.

Predictive Maintenance

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SBI learns the unique operational signature of every robot or facility. SBI identifies precursors to failure ahead of time, enabling maintenance action before downtime occurs. 

Sensor feedback / enviormental conditions /

Technician Reports

Strategic Partnerships

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Leadership

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CEO & INVENTOR

Sam Freed

PhD in AI foundations. Led $100M+ projects at IBM and Check Point. Former CEO of IdentiSoft and the inventor of Scenario-Based Intelligence (SBI). AI Lecturer at Weizmann Inst (Current)

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CHIEF COMMERCIAL OFFICER

Yoav Goldenberg

Leading all commercialization, partnerships, and capital strategy — taking Mental Engines from technology to deployment to scale. Former Co-Founder & CEO of ZenDay.ai.

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CHIEF TECHNOLOGY OFFICER

Israel Levin

4x CTO. Scaled 1K+ servers, 20B daily queries (Crossrider).
Early Colored Coins contributor with Vitalik Buterin

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STRATEGIC PARTNERSHIPS

Mehul Kamdar

Led $6B VA project financing. Expert in taking academic patents and turning them in to a lucrative Business. Strong VC network
and institutional connections.

Contact Us

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