Merlin AI GTM brain

Merlin sells an AI execution platform that coordinates construction projects, operations and finance for builders and production businesses.

category

AI construction ERP and execution

market profile

  • text: Construction execution depends on coordinating materials, labor, timing and cost across many parties.
  • text: Construction firms buy both ERP and project control systems, often integrating separate products.

personas

  • title: Construction operations director
    pains:
    • Delayed handoffs among suppliers, subcontractors and crews
    • Procurement changes cascading into project delays
  • title: Construction CFO or controller
    pains:
    • Budgets and cash flow lagging changes in the field
    • Project and financial information split across systems
  • title: Preconstruction or estimating lead
    pains:
    • Scope changes that do not flow into budgets and proposals
    • Manual reconciliation between drawings and pricing

icp

  • text: Construction companies, builders, developers and offsite manufacturers coordinating several parties across projects.
  • text: Production businesses managing execution across multiple projects; enterprise plans are explicitly designed for them.

message pillars

  • text: Connect all phases of project delivery.
  • text: Make operational handoffs and information flow more coordinated.
  • text: Bring operational activity and financial outcomes together.

objections

  • objection: Replacing our construction stack is too disruptive.
    response: Map one project workflow and migration dependencies first, including accounting and procurement integrations.
  • objection: AI cannot be trusted to make consequential project decisions.
    response: Review approval controls and test recommendations against real project data with human oversight.

competitors

  • name: CMiC
    why: Construction ERP spanning project and financial management.
  • name: Procore
    why: Construction project and cost management platform competing for project workflows.
  • name: Autodesk
    why: Construction platform competes for project coordination and design-led workflows.

keywords

  • construction ERP software
  • construction project management AI
  • construction procurement automation
  • construction finance software
  • construction operations platform
  • offsite construction ERP

voice

  • Operational and ambitious
  • Direct about coordination and execution

signals

  • text: A builder is managing several projects with disconnected procurement and finance workflows.
  • text: A firm is expanding offsite production or coordinating more suppliers and trades.

pricing

model: contact_sales

motion

sales_led

channels

  • LinkedIn
  • YC community
  • referrals

confidence

medium

Founders

  • name: Sneha Kumari
    title: Founder
    role: Founder
    bio: Construction and supply chain expert with 12+ years in prefab, modular, and manufacturing. Implemented multi-million dollar ERP systems and industry best practices across multiple firms and found myself incredibly frustrated and tired from the experience. Founded Merlin to create the ERP solution I always wished for - one that works for construction and manufacturing. Passionate about all things construction and circular economy.
  • name: Ayantika Dey
    title: Founder/CTO
    role: CTO
    bio: IIT Computer Science grad. Early engineer at Rippling. Now tackling construction industry pain points head-on with Merlin.
  • name: Kumar Siddhartha
    title: Founder
    role: Founder
    bio: CS grad from BITS Pilani. Spent the last 12 years writing code and building product at startups. 2nd engineer at Swiggy. Co-founded Index (https://getindex.co, acquired 2021). Tackling the ERP mess in US construction with Merlin.

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