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Proception

Our roadmap

Master Plan

Revolutionize humanoid hands, redefine dexterity, and usher in a humanoid civilization — one hand at a time.

Explore the roadmapRead the white paper (opens in a new tab)

Step by step

From hands to humanoids.

Explore the goals for each stage.

  1. 2025

    Stage 01

    Develop Advanced Humanoid Hand

    Design and prototype a research-grade robotic hand with breakthrough dexterity and data collection capabilities:

    • 20+ degrees of freedom with tendon-driven actuation
    • Integrated wearable skin sensors for tactile data
    • Target Dexterity Level 2 (Toddler): basic in-hand manipulation
    • Collaborate with research labs for validation and feedback

  2. 2026

    Stage 02

    Scale Manufacturing and Launch Data Collection Platform

    Refine hardware and build a scalable platform using human demonstration and AI foundations:

    • Optimize durability, strength, and form factor
    • Deploy wearable data capture system (glove plus vision)
    • Train foundational tactile-actuation AI models
    • Target Dexterity Level 3 (Early Childhood): tool use and force control

  3. 2027

    Stage 03

    Build Humanoid Prototype and Advance AI Systems

    Develop full-body humanoid robots and integrate intelligent control systems:

    • Add locomotion, perception, and bimanual coordination
    • Fine-tune AI agents for industry-specific dexterity (e.g., healthcare)
    • Use digital twins to simulate and optimize designs
    • Target Dexterity Level 4 (Adolescence): complex bi-manual skills

  4. 2028

    Stage 04

    Deploy Humanoid Robots to Market

    Launch humanoid platforms for real-world applications in industry and services:

    • Robots perform complex tasks with long-term autonomy
    • Form enterprise partnerships across key verticals
    • Introduce support, maintenance, and service contracts
    • Launch cloud-based task planning and analytics tools
    • Enable continual learning and performance updates
    • Deploy profession-specific AI agents into live workflows

Read the full plan.

Explore the vision and technical direction in our 2025 white paper.

Download white paper (PDF)

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