Torus GTM brain

category

market profile

• text: Capital projects require large, coordinated engineering packages across process, piping, electrical and controls.
• text: AI tools are emerging for engineering drawing review and cross-document checks as well as drafting.

personas

• title: EPC engineering director
  pains:

  • Limited engineering capacity must cover large multidisciplinary deliverables.
  • Design revisions propagate across many dependent documents and threaten schedule.
• title: Lead project engineer or professional engineer
  pains:

  • Vendor emails change design inputs while engineers must track downstream changes.
  • Must check calculations, own decisions and approve drawings before issuance.
• title: Capital projects owner
  pains:

  • Slow engineering can delay substations, pipelines and other critical infrastructure.
  • Sensitive engineering data and deployment requirements need security review.

icp

• text: Engineering, procurement and construction firms delivering plants, pipelines or substations are the clearest target.
• text: Large infrastructure owners and EPCs working on data centers or critical energy projects fit the company's stated activity; company size is not specified.
• text: Teams with a defined project basis and engineers able to review a sample package are suitable pilot prospects.

message pillars

• text: Produce complete multidisciplinary packages.
• text: Propagate design changes for accountable engineer review.
• text: Keep the customer's format in the output.

objections

• objection: Can we trust AI-generated engineering?
  response: Evaluate a representative package in a pilot and retain qualified engineer checking and approval.
• objection: Our project data must remain under our control.
  response: Discuss the advertised sovereign deployment in the customer's cloud, VPC or servers and verify contractual controls.
• objection: Will it handle our document format and disciplines?
  response: Provide a representative project basis and inspect the pilot package against your standards.

competitors

• name: Structured AI
  why: Automates architecture and engineering drawing review, overlapping document quality control.
• name: Autodesk
  why: Established design software used for engineering and construction documentation.
• name: Bentley Systems
  why: Infrastructure engineering software addresses related design and documentation workflows.

influencers

• name: Marcus Lima
  why: Co-founder and CEO with capital project delivery experience.
• name: Rahul Thayil
  why: Co-founder and CTO with AI and autonomous systems background.

keywords

• EPC engineering automation
• AI engineering drawing generation
• P&ID drafting automation
• infrastructure engineering packages
• engineering change management
• capital project document automation

voice

• Engineering specific
• Ambitious
• Accountability focused

signals

• text: An EPC is staffing a complex plant or substation project with a large multidisciplinary documentation workload.
• text: A data center or energy project has frequent vendor-driven changes across interconnected designs.

hiring

• AI Engineer, interested in physical infrastructure

pricing

motion

channels

• Website pilot requests
• LinkedIn

confidence

Founders

• name: Marcus Lima
  title: Founder/CEO
  role: CEO
  bio: Co-founder and CEO of Torus. We build agentic engineering tools for capital project engineering firms. Previously founder of Heimdal, direct air carbon capture technology and infrastructure. Oxford and Cambridge grad.
• name: Rahul Thayil
  title: Founder/CTO
  role: CTO
  bio: Co-founder & CTO at Torus (YC S26). Prev. Founder of Orion - AI threat intelligence and response automation.