DATE: 2025/09/19

SEER Robotics Pioneers the Humanoid Robot Revolution: Build Your Own Robot Fleet Within Days with Embodied Intelligence

On July 18th, the Asia-Pacific Humanoid Robots & Embodied Intelligence Conference and Industrial Innovation Forum took place at the Qingdao International Convention Center (Hongdao Hall), showcasing the latest breakthroughs in humanoid robots and their industrial-scale applications.

SEER Robotics Market Director, Miya Gong, was invited to deliver the keynote speech: “From Technical Imagination to Industrial Reality: Commercial Opportunities of Embodied Intelligence.” She highlighted the key obstacles in scaling humanoid robots for commercial use and introduced SEER Robotics’ pragmatic “new-old integration” strategy.


Three Core Challenges in Scaling Embodied Intelligence


Despite the enormous potential of embodied intelligence and humanoid robots, Miya Gong pointed out three major hurdles:

  • Data Limitations
    • Humanoid robot training requires massive real-world data
    • Data collection is costly, and human-robot behavioral differences can lead to data distortion
    • Directly affects AI model training efficiency

  • Feedback Constraints
    • Traditional sensors cannot replicate human tactile precision
    • Limits complex interactions and autonomous behavior

  • Low Controllability
    • 40+ degrees of freedom make multi-joint coordination extremely difficult
    • High reliability requires extensive training and optimization

These bottlenecks are the main barriers to commercial deployment of intelligent robots.


“New-Old Integration”: SEER Robotics’ Practical Breakthrough


SEER Robotics addresses industry-wide challenges with a “new-old integration” strategy, accelerating large-scale deployment of embodied intelligence through two complementary approaches:

1. New Technology + Existing Products: Transforming Traditional Equipment

  • Example: Intelligent forklifts
  • Technologies Applied: Multi-layer semantic maps, end-to-end navigation, Visual Language Models (VLA), reinforcement learning
  • Result: May launch of embodied intelligence forklift, validating technical feasibility for industrial application

Advantages:
  • Data reuse: Leveraging historical forklift operation data, bypassing the data bottleneck
  • Simplified feedback: Only basic force sensors and visual positioning required
  • Focused control: Reduced degrees of freedom simplify algorithm complexity


2. Existing Technology + New Products: Building the AGI Brain for Intelligent Robots

  • Core Product: First integrated embodied intelligence controller SRC-5000
  • Key Feature: Overcomes “hand-eye-foot” coordination bottlenecks
  • Application: Wheeled humanoid robots, already deployed for on-site testing


Dual Flywheel Strategy: Build Your Own Robot Fleet Within Days


Miya Gong emphasized that SEER Robotics always follows the mission to “Build Your Own Robot Fleet Within Days”, leveraging a dual flywheel strategy:

  • Platform Flywheel:
    • Industry-leading robot control systems (300+ plug-and-play modules)
    • One-stop selection system, Nebula (1000+ robot models)
    • Reduces development barriers, builds a diverse and open robot ecosystem

  • Technology Flywheel:
    • Real-world applications generate massive datasets
    • AGI technology continuously refines SRC controllers
    • Creates reliable, generalized software systems, accelerating AGI brain evolution


Q&A: SEER Robotics and Embodied Intelligence


Q1: What are the biggest challenges in commercializing embodied intelligence robots?
A1: Data limitations, feedback constraints, and low controllability are the main hurdles. SEER Robotics’ “new-old integration” strategy provides scalable solutions.

Q2: How does SEER Robotics enable “Build Your Own Robot Fleet Within Days”?
A2: Through the dual flywheel strategy, SEER Robotics lowers development complexity and provides modular, ready-to-use systems for rapid deployment.

Q3: What role does AGI technology play in intelligent robots?
A3: AGI allows robots to learn and adapt autonomously, enhancing control accuracy and generalization, supporting large-scale industrial deployment.


Core Value

  • Accelerates humanoid robot commercialization
  • Enhances usability and business value of embodied intelligence
  • Reduces cost and complexity of deploying intelligent robots