Stormy GTM brain

category

market profile

• text: The live site presents a physical engineering benchmark and data request, while recent company and independent descriptions center on automating service-shop operations; the current offer needs confirmation.
• text: Recent service positioning targets calls, jobs, parts and invoicing in one operating layer for field work.
• text: Related physical engineering evaluations include Xplore's real-world engineering benchmark, an adjacent alternative rather than a confirmed direct commercial competitor.

personas

• title: AI lab engineering evaluation lead
  pains:

  • Generic evaluations miss long sequences of industrial engineering work
  • Comparing models requires grounded artifacts and objective task completion
• title: Forklift service shop owner
  pains:

  • Missed calls lose repair opportunities
  • Quoting and collecting invoices distract from running crews
• title: Field service dispatcher or service manager
  pains:

  • Calls, parts and job details are spread across staff and systems
  • Scheduling technicians depends on information held by a few people

icp

• text: AI model developers working on agents for industrial engineering, potentially seeking real engineering data or evaluation; commercial terms and buyer fit remain unconfirmed.
• text: Field service shops in forklift, heavy equipment and the trades with job-based operations; this is recent prior positioning and availability should be verified.

message pillars

• text: Frame engineering as a test of physical-world AI capability.
• text: Measure full exact completion, not just partial progress.
• text: Offer access to the underlying data.

objections

• objection: Is the service-shop product still available?
  response: Ask the company to confirm its current offer; the live website has changed to industrial AI evaluation.
• objection: Will benchmark performance transfer to our equipment and workflows?
  response: Review task coverage, sample sizes and artifacts, then validate on a bounded representative task with engineering review.

competitors

• name: Xplore
  website: https://xplore.ai/rwe-bench
  why: Its RWE-bench evaluates AI on physical engineering tasks; adjacent evaluation alternative.
• name: Faraday
  website: https://faradaycompute.com/faraday-industrial-benchmark
  why: Publishes a benchmark for agents in industrial business workflows.

influencers

• name: Robert Lukoszko
  url: https://github.com/Lurrobert
  why: Founder and technical voice associated with Stormy.

keywords

• physical AI benchmark
• industrial engineering AI evaluation
• engineering agent benchmark
• field service AI assistant
• AI dispatch software
• contractor call answering

voice

• Technical and measurement-led on the current site
• Direct and practical in earlier service-shop messaging

signals

• text: An AI lab is building agents that must execute and verify industrial engineering tasks.
• text: A service shop has increasing call volume, dispatch complexity and uncollected invoices; relevant if the prior product remains available.

stack

• Siemens TIA Portal

pricing

motion

channels

• LinkedIn
• founder-led content

confidence

Founders

• name: Robert Lukoszko
  title: Founder/CEO
  role: CEO
  bio: Prev: - Previously cofounded Fixkey.ai (acquired six figures, product of the day) - engineered large-scale data systems at ngrow.ai (YC W22) - build backend and trained AI models in Loóna (App of the year on iOS); - In AI & Data since 15 y.o (2017)