Adam GTM brain

Adam provides AI agents that help mechanical engineers generate and revise CAD, drawings and related design work in existing engineering tools.

category

AI mechanical engineering and CAD

market profile

  • text: AI CAD products compete to turn text and other inputs into editable designs and automate engineering workflows.
  • text: Adam has moved from prompt-to-3D toward professional mechanical engineering workflows and existing CAD integrations.

personas

  • title: Mechanical design engineer
    pains:
    • Repeated geometry changes and drawing creation consume time better spent on design decisions.
    • Must carry constraints and revisions across CAD and simulation iterations.
  • title: Mechanical engineering manager
    pains:
    • Needs more design throughput without losing engineering review and manufacturability.
    • BOM and revision mismatches create downstream rework.
  • title: Engineering IT or PLM lead
    pains:
    • New automation must integrate with the current CAD and PLM estate.
    • Sensitive design IP requires privacy, access and security review.

icp

  • text: Hardware product and manufacturing engineering teams using SOLIDWORKS, Onshape, Fusion or other mainstream CAD tools.
  • text: Organizations managing assemblies, BOMs and engineering revisions across CAD, PLM and simulation tools.

message pillars

  • text: Position the product as an AI mechanical engineer.
  • text: Generate geometry from a description and let engineers refine it.
  • text: Meet teams in their existing CAD tools and models.
  • text: Address design IP concerns explicitly.

objections

  • objection: Can the generated geometry meet engineering requirements?
    response: Pilot representative parts and have engineers review dimensions, feature history and manufacturability before use.
  • objection: Will our proprietary designs be protected?
    response: Review the published enterprise data, encryption and SOC 2 Type I claims with security and legal teams.
  • objection: Will it work with our existing toolchain?
    response: Verify supported integrations and run a pilot on the actual CAD and PLM versions in use.

competitors

  • name: Zoo
    website: https://zoo.dev
    why: Offers conversational AI and CAD geometry generation.
  • name: Backflip
    website: https://backflip.ai
    why: Generates 3D and CAD designs from multimodal inputs.
  • name: Kyrall
    why: Offers AI design automation for functional hardware parts.

influencers

  • name: Zach Dive
    url: https://www.linkedin.com/posts/zacharydive_announcing-adams-41m-seed-round-led-by-activity-7390064740125032448-jLdj
    why: Founder and CEO shares the company's research and funding direction.

keywords

  • AI CAD mechanical engineering
  • text to CAD
  • AI CAD copilot
  • automated engineering drawings
  • CAD simulation automation
  • AI design for manufacturing
  • Onshape AI assistant

voice

  • direct and engineering-focused
  • ambitious about automation
  • practical about existing workflows

signals

  • text: A hardware team is expanding mechanical design capacity or hiring CAD engineers.
  • text: A design team faces frequent drawing creation, ECOs or CAD-to-simulation iterations.

stack

  • SOLIDWORKS
  • Onshape
  • Autodesk Fusion
  • Siemens NX
  • CATIA
  • Ansys
  • Teamcenter

hiring

  • MTS - Forward Deployed Mechanical Engineer
  • MTS - Founding Engineer
  • MTS - Founding Research Engineer
  • Residency (Summer 2027)

pricing

model: unknown

motion

hybrid

channels

  • product trial
  • sales demos
  • LinkedIn
  • blog
  • community

confidence

high

Founders

  • name: Zach Dive
    title: Founder/CEO
    role: CEO
    bio: You can just make things. Previously AI Research & Engineering @Adept and Design @Berkeley.
  • name: Aaron Li
    title: Founder
    role: Founder
    bio: CPO & Co-Founder @Adam. Shipped designs to millions of people @VIVO | Previously @BMW, NIO, and Design @Berkeley. Building the future of CAD and manufacturing.

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