Human Archive GTM brain

Human Archive supplies physical AI labs with human video and sensor data and robotics deployment infrastructure.

category

Physical AI data and deployments

market profile

  • text: Physical AI developers need data about human activity and ways to deploy robots in the physical world.
  • text: Human Archive offers an off-the-shelf catalog alongside robot deployment engagements.

personas

  • title: Head of physical AI data
    pains:
    • Acquiring diverse human video and sensor data at the scale needed for model training
    • Evaluating catalog coverage against specific model gaps
  • title: Robotics research or deployment lead
    pains:
    • Coordinating robot deployments outside the lab
    • Connecting real-world observations to model development

icp

  • text: Frontier AI labs building models that interpret human activity or control robots.
  • text: Robotics teams with a concrete need for human sensor data or real-world deployments; company size is not specified.

message pillars

  • text: Physical AI focus
  • text: Scale human observations
  • text: Research-led team

objections

  • objection: Will the data cover our specific tasks and sensor modalities?
    response: Ask for a catalog sample and coverage breakdown against the training requirements before committing.
  • objection: Can you support a deployment in our target environment?
    response: Scope the robot, geography, operating conditions and success criteria with the team.
  • objection: How are consent and data rights handled?
    response: Request the applicable provenance, consent and licensing documentation; public details are limited.

competitors

  • name: Scale AI
    why: Provides data services for AI model development, a potential alternative for training data.
  • name: Dataloop
    why: Offers data infrastructure and annotation workflows for AI teams.

influencers

  • name: Raj Patel
    url: https://x.com/babugi28
    why: Founder and CEO who shares the company's physical AI data work.

keywords

  • physical AI training data
  • robotics dataset
  • human activity video datasets
  • robot deployment services
  • sensor data for AI
  • embodied AI data

voice

  • technical
  • research-led
  • concise

signals

  • text: A lab is training a robotics or physical AI foundation model and needs additional real-world data.
  • text: A team is planning robot deployments beyond its research lab.

hiring

  • Operations Manager
  • Videographer
  • Mechanical Engineer - Wearable Systems
  • Embedded / Electrical Engineer
  • Firmware Engineer

pricing

model: unknown

motion

sales_led

channels

  • website
  • research network
  • LinkedIn
  • X

confidence

medium

Founders

  • name: Raj Patel
    title: Founder/CEO
    role: CEO
    bio: Archiving the structure of human interaction in the physical world. Berkeley dropout and previous farmer (sold mangoes & planted trees)
  • name: Rushil Agarwal
    title: Founder
    role: Founder
    bio: Rushil Agarwal is a founder of Human Archive (W26). He studied Industrial Engineering and Operations Research along with Business at UC Berkeley's highly selective MET program (<1% acceptance rate) He previously worked on data pipelines for embedding models and on-chain infrastructure at Coinbase. He also scaled a Web 3.0 software business, which served 500+ SMBs
  • name: Samay Maini
    title: Founder
    role: Founder
    bio: Creating multimodal real-world datasets for robotics
  • name: Shloke Patel
    title: Founder
    role: Founder
    bio: Shloke Patel is a founder of Human Archive (W26). He studied Mechanical Engineering and Computer Science at Stanford University, where he focused on robotics, systems engineering, and applied AI, and conducted research at the SHAPE and DEL Labs. Before Human Archive, Shloke built and operated agricultural businesses, including a mango venture that sold 16,000+ mangoes and helped plant 100,000+ trees. His background spans robotics, mechanical design, and hardware systems.

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