
Autonomous fire and life-safety systems engineer
Report from 27 days ago
Semble AI builds software to automate parts of fire alarm, sprinkler, and life‑safety system design. It generates permit‑ready layouts, bills of materials, and cost estimates, and helps teams respond to authority‑having‑jurisdiction (AHJ) comments Semble AI, Y Combinator.
The goal is to reduce manual drafting, code lookups, and rework by fitting into existing CAD/BIM workflows and producing exportable submittals and quotes. Early materials emphasize faster design turnaround and fewer AHJ redlines Semble AI.
Top-down context:
The U.S. fire‑protection systems market is about $25.9B in 2024, with global estimates around $68.9B; this includes equipment, installation, maintenance, and services Grand View Research via Yahoo Fortune Business Insights.
Bottom-up calculation:
Assuming design/engineering is ~10%–15% of spend, the U.S. serviceable market for Semble is roughly $2.6B–$3.9B annually; applying the same share globally implies ~$6.9B–$10.3B for design/engineering Grand View Research Fortune Business Insights.
Assumptions: