Logic Behind RoboForce

New Gen Robotics Product Design Guide

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Since our founding in 2023, RoboForce has embraced a significant shift in mindset to build AI robotic systems that are enabled and required by a new technical generation. I am excited to share the core principles that underpin our product design philosophy at RoboForce.

This is under guidance from Myron Scholes. Thank you very much, Myron!

1. Learning-Centric Product: “AI Evolutionary Design”

The concept of "AI Evolutionary Design" is central to our approach. It ensures that our robots are designed not only to fulfill their immediate functional roles but also to serve as platforms for continuous AI improvement and data collection. This principle compels us to design robots with unique capabilities and to incorporate extensive sensor arrays and connectivity options. These features enable the collection of vast amounts of operational data, which is used to refine models, optimize performance, and autonomously innovate functionalities. Such an approach allows the AI system to evolve and improve over time, significantly enhancing its effectiveness and expanding its capabilities based on real-world use and feedback, at scale.

2. Useful Product: Ensuring Business Viability

A primary design principle at RoboForce is the transition from creating "Big Toys" — devices with high novelty but low practicality — to developing "Useful Products." These robots are designed to demonstrate clear business viability through tangible ROI metrics. They are integrated into core business processes, where they can deliver significant value by replacing or augmenting manual operations in a cost-effective manner, thus aligning with strategic business outcomes including profitability, operational efficiency, and scalability.

3. Obviously Better Product: Achieving Multiplicative Improvements

Our AI-powered robots are designed to achieve far more than marginal improvements. They are intended to be multiplicatively better, offering improvements in the range of 3-5X+ compared to existing solutions. This principle is built on three main enhancements:

  • Speed & Payload: Our robots are engineered to operate at speeds and payloads that far surpass human capabilities, thereby streamlining operations and delivering outputs more rapidly.
  • Individualism: At RoboForce, we harness the "Brain Power" of our systems to offer unprecedented levels of individualism, moving well beyond the one-size-fits-all approach of traditional robots.
  • Flexibility: Designed to be adaptable to a variety of tasks and environments, our robots can handle unexpected variables and adapt to changing conditions with minimal downtime.

Conclusion

Only by deeply understanding new-generation technology can we design products that truly meet human needs. At RoboForce, we are committed to designing and developing products that are Learning-Centric, Obviously Useful, and Obviously Better—products that not only meet but exceed human expectations.

Biao(Leo) Ma

Founder & CEO

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