Kevin Fitzgibbon

Kevin Fitzgibbon

Product leader for industrial software, AI workflows, and operational tools

11+ years in manufacturing and engineering leadership, with direct experience serving technical users in operational environments. Now focused on building practical software and AI products.

  • 11+ years in manufacturing and engineering leadership
  • Led capital and operations work across 15 sites
  • Built and launched Wrench Scribe for maintenance workflows
View Wrench ScribeView Resume

Featured Case Study

Wrench Scribe

AI workflow product for maintenance teams where speed, trust, and structured outputs are all mandatory.

Wrench Scribe helps technicians move from rough service notes to usable, structured work order language without adding workflow friction.

  • Reduced p50 latency from about 9.0s to 3.1s
  • Reduced p95 latency from about 13.0s to 4.6s
  • Reduced cost per request by about 70%

Also achieved 100% schema-valid outputs on a 100-prompt eval set.

Read the case study

Product choices

  • Human-in-the-loop review
  • Privacy-first handling
  • Structured outputs for work orders
  • Anonymous-first access
  • Reliability hardening

The case study details how these choices improved response speed, output reliability, and operating cost without sacrificing trust for frontline teams.

How Kevin Works

Built for technical users and operational constraints

Concise product leadership with domain fit, clear tradeoffs, and direct execution.

Grounded in real plant workflows

Works from technician, supervisor, and planner realities, including interruptions, accountability, and data quality constraints.

Makes explicit product tradeoffs

Prioritizes trust, editability, and reliability when introducing AI into operational systems where output quality matters.

Executes closely with engineering

Executes from problem framing through launch with clear scope, instrumentation, and close collaboration with engineering.

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