Bild AI GTM brain

Bild AI automates door, frame and hardware takeoffs and detailing for Division 8 distributors and estimators.

category

Division 8 AI estimating

market profile

  • text: Division 8 bids require reconciling door schedules, hardware sets, drawings and specification changes.
  • text: Construction takeoff suppliers include specialist Division 8 tools and broader AI takeoff platforms.

personas

  • title: Division 8 estimator
    pains:
    • Manually cross-referencing openings, hardware sets and specs
    • Missing a revision or opening can damage bid margin
  • title: Director of estimating
    pains:
    • Bid volume is constrained by estimator capacity
    • Must maintain accuracy and review AI outputs before submitting bids
  • title: Door and hardware distributor owner
    pains:
    • Hiring capacity does not scale easily with bid opportunities
    • Re-keying schedules into quoting systems creates extra work

icp

  • text: North American commercial door, frame and hardware distributors with dedicated Division 8 estimating teams.
  • text: Shops using Division 8 quoting systems such as Comsense, AVAware or ProTech.

message pillars

  • text: Accelerate specialist takeoffs.
  • text: Keep estimators focused on both volume and accuracy.
  • text: Fit the existing quoting workflow.
  • text: Surface conflicts across documents.

objections

  • objection: A missed opening could erase our margin.
    response: Run a representative historical package side by side and review mismatches and revision handling with the estimator.
  • objection: We cannot abandon our current quoting system.
    response: Test an export in the customer's actual system and check field mapping before rolling out.

competitors

  • name: FastBid24
    website: https://fastbid24.com/products/doors-hardware
    why: Offers Division 8 schedule extraction, hardware mapping and ERP-ready exports.
  • name: Togal.AI
    website: https://www.togal.ai/trades/door-and-hardware
    why: AI takeoff software for counting and organizing openings.

keywords

  • Division 8 estimating software
  • door hardware takeoff AI
  • door schedule extraction
  • hardware set automation
  • Comsense takeoff import
  • construction addendum comparison

voice

  • Trade-specific
  • Direct
  • Results-oriented

signals

  • text: Distributor is hiring estimators or expanding bid volume without equivalent staff growth.
  • text: A shop is standardizing takeoffs or changing its door hardware quoting workflow.

stack

  • Comsense
  • AVAware
  • ProTech

hiring

  • Founding AI Engineer
  • Founding Product Engineer

pricing

model: unknown

motion

hybrid

channels

  • LinkedIn
  • SEO
  • customer referrals

confidence

medium

Founders

  • name: Roop Pal
    title: Founder
    role: Founder
    bio: Co-founder of Bild AI. Graduated Columbia University with BS in CS at 19. Hired as youngest full-time engineer at Google, rated top 6% across company. Computer Vision and Machine Learning at Google and Waymo. 2x founder.
  • name: Puneet Sukhija
    title: Founder
    role: Founder
    bio: Co-founder of Bild AI. Built first house at 16. Built hundreds of houses over 7 years before getting acquired at 23. Dropped out of CS at University of British Columbia.

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