GUILD GTM brain

GUILD describes an AI-assisted contracting and manufacturing business supplying aerospace parts to government defense buyers.

category

Aerospace and defense manufacturing

market profile

  • text: GUILD positions its business around the cost, lead time and reliability of aerospace supply chains.
  • text: The company says it coordinates manufacturing and assumes responsibility for government contracts and delivery.
  • text: Independent reporting says material claims including government contract details were not verified, so execution track record remains uncertain.

personas

  • title: Government aerospace procurement manager
    pains:
    • Long and uncertain lead times for needed aerospace components
    • Need for accountable delivery and documentation from suppliers
  • title: Aerospace supply chain director
    pains:
    • Coordination across manufacturers and delivery schedules
    • Limited visibility into whether a supplier can execute reliably
  • title: Manufacturing business owner
    pains:
    • Reaching potential buyers and finding suitable production work
    • Administrative workload in coordinating complex orders

icp

  • text: US government organizations procuring aerospace components are the stated customer group.
  • text: Domestic aerospace manufacturers are potential production partners rather than necessarily paying customers; partnership economics are not public.

message pillars

  • text: Position the business as a defense manufacturing company.
  • text: Focus on the speed and cost of aerospace parts.
  • text: Present a unified operating model spanning software and production ownership.

objections

  • objection: Can an early-stage company reliably deliver?
    response: Ask for verifiable delivery history, references, quality documentation and accountable production partners before relying on the stated model.
  • objection: How are quality and responsibility managed across manufacturing partners?
    response: Request a clear account of contractual responsibility and quality assurance; do not assume certifications or capabilities absent evidence.

competitors

  • name: Lockheed Martin
    why: Established aerospace and defense prime named by GUILD as an alternative in its recruiting materials.
  • name: Boeing
    why: Established aerospace and defense contractor identified by GUILD as a competing prime.
  • name: RTX
    why: Incumbent defense prime named by GUILD in its market comparison.

influencers

  • name: Kaya Celebi
    url: https://www.linkedin.com/company/guildai
    why: Co-founder whose reposted update explains the company's supply chain vision.
  • name: Erim Gurlemis
    url: https://www.linkedin.com/company/guildai
    why: Co-founder whose reposted update discusses manufacturing lead times.

keywords

  • aerospace component manufacturer
  • defense manufacturing contractor
  • aerospace parts supplier
  • aerospace manufacturing lead times
  • domestic aerospace supply chain

voice

  • Direct and ambitious
  • Manufacturing-focused
  • Mission-oriented

signals

  • text: A buyer reports persistent delays or cost pressure in aerospace component sourcing.
  • text: A manufacturer seeks a partner to connect its capacity with aerospace production demand.

hiring

  • Founding Engineer, New York

pricing

model: unknown

motion

sales_led

channels

  • LinkedIn
  • industry relationships

confidence

low

Founders

  • name: Kaya Celebi
    title: Founder/CEO
    role: CEO
    bio: Founder at GUILD. Previously AI Tech Lead at Hartree Partners and ML Engineer at Morgan Stanley. MSc in Computer Science from Columbia, dual BSc in CS and Statistics from Duke.
  • name: Erim Gurlemis
    title: Founder/COO
    role: COO
    bio: Founder at GUILD. Previously Associate in the Global Investment Office at Morgan Stanley, where he worked on wealth management development and engagement . BA in Biological Studies from Rutgers University.

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