Generative in your world
The specific, high-value problems Generative AI solves — industry by industry. Pick any one to see the full picture: the situation, why it matters, how we’d deliver it, who it’s for and when it bites.
industries
use cases
Manufacturing · 10 use cases
the stakes — $50B/yr lost to unplanned downtime (Deloitte); AI-in-manufacturing ~35% CAGR to 2030 (Grand View).
Maintenance copilot grounded in manuals & incident logs
A retrieval-grounded LLM over OEM manuals, SOPs and past incidents gives a technician the likely cause and fix in plain language — with the exact page it came from.
the situation
The know-how to fix a stopped machine is scattered across thousands of manual pages and years of past incidents, and the few experts who can find it fast are retiring.
why it matters
Your best maintenance engineer retires next month, and his fix is in a binder no one reads.
how we’d deliver it
We put an assistant on top of your manuals, procedures and incident history that answers a technician's plain question with the likely cause and fix — and shows the exact page it drew from, so nothing is made up.
who it’s for
Maintenance and reliability leaders; the technicians on the floor who diagnose and repair.
when it bites
When a machine is down and the answer exists somewhere in the documentation, but finding it fast decides how long the line stays stopped.
evidence Copilots + RCA cut MTTR 30–40% in analogous ops (McKinsey)