Provision GTM brain

category

market profile

• text: Estimators must review drawings, specifications and contracts together before bids, often under severe time pressure.
• text: Scope omissions and unfavorable contract terms can become change orders, disputes and margin erosion.

personas

• title: Chief estimator
  pains:

  • Large drawing and specification sets hide scope gaps before bid day.
  • Estimators need defensible answers fast enough to price work accurately.
• title: Pre-construction director
  pains:

  • Different estimators produce inconsistent subcontractor scope packages.
  • Missing or conflicting requirements can undermine bid margins.
• title: General counsel or commercial risk manager
  pains:

  • Manual contract reviews miss clauses that deviate from preferred positions.
  • Risk findings must be linked back to clauses and shared with project teams.

icp

• text: General contractors bidding complex projects with substantial drawing, specification and contract sets.
• text: Subcontractors and construction firms with dedicated estimating and contract review functions.

message pillars

• text: Accelerate cross-document review.
• text: Protect bid margins through earlier scope discovery.
• text: Provide traceable answers to document questions.
• text: Make risk analysis consistent across projects.

objections

• objection: Can we trust AI on dense construction documents?
  response: Test on representative project sets and inspect citations against source pages before relying on findings.
• objection: Will adding the entire bid team increase license costs?
  response: The published pricing is per project and says the team can be added without per-seat fees.
• objection: How is sensitive project data protected?
  response: Review the trust center and SOC 2 Type II evidence with procurement and security.

competitors

• name: Trunk Tools
  why: Construction-specific document intelligence and project Q&A.
• name: LegalOn
  why: AI contract review overlaps the risk review workflow.
• name: Document Crunch
  why: Construction contract risk review competitor.

influencers

• name: Luigi La Corte
  url: https://www.linkedin.com/posts/luigi-r-la-corte_constructiontech-aiforconstruction-winmorework-activity-7384234144391671808-uu_8
  why: CEO and co-founder discusses construction AI and funding.

keywords

• construction contract review AI
• preconstruction AI
• construction scope gap detection
• construction specification review
• AI construction estimator
• bid document review

voice

• Construction-specific and practical
• Direct and margin-focused
• Evidence-oriented

signals

• text: A contractor is growing its bid pipeline without adding proportional estimating capacity.
• text: A general contractor has experienced scope gaps or subcontractor disputes.
• text: A team is formalizing contract risk positions across projects.

stack

• Claude

hiring

• Senior Full Stack Software Engineer, Toronto
• Machine Learning Engineer, Toronto

pricing

motion

channels

• SEO
• LinkedIn
• webinars
• construction industry events
• partnerships

confidence

Founders

• name: Luigi La Corte
  title: Founder
  role: Founder
  bio: Luigi is the co-founder and CEO of Provision. Before co-founding Provision, he worked in the construction industry for seven years between Arup (a multi-disciplinary engineering design firm) as a civil engineer and Plenary (infrastructure developer) as a Director. He managed $3B+ of large infrastructure projects with some of the most sophisticated stakeholders across the value chain (owners, GCs, sub-contractors, facility managers).