Company
Proception
Silicon Valley startup developing dexterous robotic hands for humanoid manipulation.
- Founded
- 2024
- HQ
- Palo Alto, CA
- Funding
- $11.0M
- Models
- 2
Verified profile
2
Sources on record
0
Tracked changes
Updated recently
Last verified change
Overview
Silicon Valley startup developing dexterous robotic hands for humanoid manipulation. Founded in 2024 by ex-Tesla Optimus engineer Jay Li and Jack Xu, the company's flagship product ProHand 1.0 is a 22-degree-of-freedom, tendon-driven robotic hand designed to give humanoid robots human-level manipulation capabilities. Proception is a Y Combinator W25 alum and also offers ProGlove 1.0, a wearable data-capture glove for training manipulation policies from human demonstrations.
Verified record
- Verified deployments
- None on file
- Active incidents
- 1 incident on file
DEPLOY Intelligence
Market intelligence for physical AI
Analyst-grade signals, competitive tracking, and investment context across the global physical AI landscape. Launching 2026.
Models (2)
View all models →Current platform
ProHand 1.0
A 22-degree-of-freedom, tendon-driven robotic hand with 18 actively controlled joints, 20kg grip strength, 10ms control loop, and an integrated wrist camera. Designed for research-grade dexterous manipulation and humanoid robot integration.
Current platform
ProHand 1.0
22-DOF tendon-driven dexterous robotic hand designed for humanoid manipulation research. Paired with ProGlove, a sensor-laden data collection glove. First batch shipping to researchers and robotics companies in 2026.
Relationships
Current leadership (2)
Founders (2)
Safety record
Only active incidents are counted. Retracted incidents are excluded from this summary but remain reachable at their canonical URLs.
Incidents affecting Proception (1)
- Tesla sued Proception founder Jay Li alleging theft of Optimus robot trade secrets2025-06-12 · Regulatory action
Includes incidents linked directly to this company, to its models, or to deployments of its models or under its operation. Retracted incidents are excluded from this view but remain reachable at their canonical URLs.
Recent coverage
Proception in third-party press
Peer companies
- DJI7 models
- Boston Dynamics5 models
- ATI Industrial Automation2 models
- Embodied2 models
- EverestLabs2 models
- Forth Engineering2 models
Financial state
- Reporting basis
- private_reported
- Lifecycle stage
- early
- Counterparty risk class
- low
Each numeric field carries its own basis marker. Aggregators report a number; this surface preserves the source class so verification depth travels with the value.
Funding rounds (1)
- Seed2026-06-29
$11M(reported)
Investors: First Round Capital, Y Combinator, BoxGroup
Sources (2)
Common questions
- What is Proception?
- Silicon Valley startup developing dexterous robotic hands for humanoid manipulation. Founded in 2024 by ex-Tesla Optimus engineer Jay Li and Jack Xu, the company's flagship product ProHand 1.0 is a 22-degree-of-freedom, tendon-driven robotic hand designed to give humanoid robots human-level manipulation capabilities. Proception is a Y Combinator W25 alum and also offers ProGlove 1.0, a wearable data-capture glove for training manipulation policies from human demonstrations.
- Where is Proception based?
- Proception is based in Palo Alto, CA.
- When was Proception founded?
- Proception was founded in 2024.
- What does Proception make?
- Proception has 2 robot models on the DEPLOY registry: ProHand 1.0, ProHand 1.0 (Proception builds physical robots).
- Where does Proception operate robots?
- Proception is a robot manufacturer and does not directly operate deployments on the DEPLOY registry. Its products are deployed by customer operators; see the company page for the verified deployment record.
- Are there any incidents involving Proception?
- 1 active incident involving Proception is on the DEPLOY registry. Each is a sourced, append-only record; retracted incidents are suppressed from this view.
- Is Proception safe?
- Proception has 1 active incident on record in the DEPLOY registry. 1 incident on record (1 moderate). Most recent: Jun 2025. Retracted incidents are excluded from this count.
Methodology: Verified · 2 sources (1 primary) · last reviewed 2026-07-02
Verification posture
Verified
High confidence
Review state
Stable
Last reviewed 2026-07-02
Sources by quality tier
- 1
- secondary-industry-publication
- Industry publication
- 1
- primary-company-ir
- Company IR disclosure
The framework is documented at /methodology. Corrections at /corrections. Reviewer: DEPLOY editorial team.
Methodology surface for Proception.Peer companies
- DJI7 models
- Boston Dynamics5 models
- ATI Industrial Automation2 models
- Embodied2 models
- EverestLabs2 models
- Forth Engineering2 models
In the press
Recent coverage mentioning Proception from third-party publications. Automatically surfaced; not part of the verified registry record.
Proception Advances Physical AI with Dexterous Robotic Hand Designed Using Autodesk Fusion
Autodesk covers how Proception designed ProHand 1.0 using Fusion CAD, a research-grade robotic hand for dexterous manipulation with integrated sensing.
Robot hand company settles Tesla trade secret suit and announces 1M raise
Proception, founded by ex-Tesla Optimus technical lead Jay Li, settled a Tesla trade secret lawsuit and announced an 1M seed round led by First Round Capital with Y Combinator and…
Proception Raises 1M in Seed Funding, Introduces Dexterous Robotic Hand
Proception raised 1M in seed funding and launched ProHand 1.0, a 22-DOF robotic hand designed for humanoid manipulation.
Proception - The dexterous robot hand we wish existed
Proception's Y Combinator launch page describing their dexterous robot hand and data-capture glove approach to training manipulation policies.
Machine-readable surfaces
- Markdown mirror: /companies/proception.md
- RSS feed: /companies/proception/feed.xml
- JSON-LD: embedded in this page’s head
- REST API: /v1/companies/fbcf0031-defc-4535-baf6-30fbc8170602
- Revision history: /companies/proception/history
- Data documentation: /data
- Query this programmatically: Deploy MCP
Peer companies
- DJI7 models
- Boston Dynamics5 models
- ATI Industrial Automation2 models
- Embodied2 models
- EverestLabs2 models
- Forth Engineering2 models
Video
DEPLOY Intelligence Score
64.8/ 100
Analysis
Safety profile within acceptable range for category. Funded with institutional backing on record. Limited public visibility and press coverage relative to peers.
Signal flags
Dimension breakdown
Safety Record
Funding Health
Market Presence
IP Activity
Deployment Scale
Hiring Signal
DEPLOY Intelligence scores are computed from verified registry data: confirmed deployments, disclosed funding rounds, regulatory filings, active job listings, video viewership, and press coverage. Confidence ratings reflect data availability. Scores update nightly.
Last computed: Jul 3, 2026
Intelligence layer