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Me, Myself, and AI · Tuesday, October 27, 2026

Honeywell Deploys Maintenance Assist Tool to Boost Field Engineer Accuracy

Suresh Venkatarayalu discussed the creation of Maintenance Assist, an AI tool trained on legacy service tickets and technical manuals to help field technicians. He stated that the system started at roughly 50% accuracy and improved toward 85%, resulting in a massive productivity uplift.

personSuresh VenkatarayalucompanyHoneywell Technologies

The tape

2 quotes
“I think the first innovation was called maintenance assist. We felt like every service technician in the field have to have certain knowledge hands-on.”
Suresh Venkatarayalu
“50% to start with. Over a period in time, once we started training the system, went closer to 85%. I believe 85% above is good enough to start with where you're starting to get the thumbs up from your end user.”
Suresh Venkatarayalu
Heard on Me, Myself, and AI — “See, Think, Act, and Learn With AI: Honeywell Technologies’s Suresh Venkatarayalu”, published Tuesday, October 27, 2026. Heardvine summarizes and quotes with attribution and timestamps, and links to the original everywhere.
Transcribed via deepinfra · $0.01
Honeywell Deploys Maintenance Assist Tool to Boost Field Engineer Accuracy — Heardvine