Shiraz AI GTM brain

category

market profile

• text: High-mix manufacturing changes tasks frequently, making fixed automation difficult to amortize.
• text: Manufacturers face labor shortages alongside automation that can be too rigid for changing lines.

personas

• title: Contract manufacturing plant manager
  pains:

  • Cannot consistently staff repetitive tasks as production orders change.
  • Idle automation ties up capital when lines are reconfigured.
• title: Manufacturing automation director
  pains:

  • Programming and tooling a robot for every short run creates expensive changeovers.
  • Needs the equipment, model and installation to work together on the factory floor.
• title: Operations executive
  pains:

  • Needs proof that flexible robotics can improve throughput without disrupting production.
  • Must justify deployment economics for variable product mixes.

icp

• text: Contract manufacturers running high-mix production with frequent line changes and manual manipulation tasks.
• text: Factories with a staffing gap and existing equipment that sits idle as work changes; company size is not publicly specified.

message pillars

• text: Teach a new task with one human demonstration.
• text: Avoid a new training campaign for each task.
• text: Deliver a working integrated system on the customer's line.

objections

• objection: Our product mix changes too often for robotics to pay off.
  response: Offer a task-specific demonstration and validate changeover time and output on the actual line.
• objection: Who handles integration and deployment?
  response: Shiraz says it delivers hardware, the model and on-site deployment; scope a site assessment before committing.

competitors

• name: Figure AI
  why: Develops general-purpose robots for industrial work and competes for emerging automation projects.
• name: Tesla
  why: Its Optimus humanoid initiative targets physical work and is an emerging alternative.
• name: Rethink Robotics
  why: Offers industrial robots for flexible manufacturing automation.

influencers

• name: Mojtaba Mozaffar
  url: https://www.linkedin.com/posts/mojtaba-mozaffar_im-proud-to-share-what-we-are-building-at-activity-7493404081361707008-KTJI
  why: Co-founder publicly introducing the product.
• name: Navid Aghasadeghi
  url: https://www.linkedin.com/posts/navid-aghasadeghi-356b077b_i-didnt-get-into-robotics-because-of-star-activity-7480731219064713216-VQXc
  why: Co-founder discussing the company's manufacturing robotics thesis.

keywords

• high mix manufacturing automation
• robot learning from demonstration
• contract manufacturing robots
• flexible robotic manipulation
• rapid robot changeover
• factory labor shortage automation

voice

• Practical and factory-focused
• Confident
• Demonstration-led

signals

• text: A contract manufacturer adds new SKUs or frequently changes production lines.
• text: A plant reports persistent production hiring gaps or underused fixed automation.

pricing

motion

channels

• LinkedIn
• X
• product demonstrations
• founder-led outreach

confidence

Founders

• name: Navid Aghasadeghi
  title: Founder/CEO
  role: CEO
  bio: Founder at Shiraz AI (YC S26). Previously Senior Staff Robotics Engineer at Boston Dynamics, where he was part of the core team that brought Spot from R&D to commercial deployment and led industrial manipulation. Previously Principal Robotics Engineer at Rethink Robotics, where he developed full-stack controls for Sawyer and led force control development. Also founded GenZArt, an AI consumer app that scaled to 1M users. PhD in ECE from UIUC.
• name: Mojtaba Mozaffar
  title: Founder/CTO
  role: CTO
  bio: Founder at Shiraz AI. Previously Senior Applied Scientist and tech lead at Amazon Robotics, leading high-impact work in perception, policy learning, and manipulation. Before that, Research Assistant Professor at Northwestern directing AI and robotics research. PhD in Mechanical Engineering and Robotics from Northwestern.