New playbook: when your own AI model pays. Read
Siemens, Erlangen plant (industrial manufacturing) reported this on 20 Oct 2026 in company self-report (source). It belongs to the agents, traceability and evals layer.
About 100 AI agents across production, logistics, inspection and maintenance at the Erlangen plant, with AI-generated prototypes and digital twins for quality testing.
85% reduction in engineering effort and 40% faster time to market for the inspection application; claimed cost savings up to 20%.
The number covers one plant; vendor-partner self-report; the 20% is a potential; a measured result is not reported.
Each agent has one narrow task, a named owner and an action log.
12,500
banker hours saved in the first month of operation, July 2026
Five specialist agents on Amazon Bedrock AgentCore that classify and read payslips and bank statements, run serviceability calculations and verify them against lending policy, then hand the banker a result to review for mortgage and credit-card applications (source).
$10M
EBITDA uplift from two agent systems, Partners Group says
Two agentic systems built on a cleaned proprietary policy-level dataset: one runs new-client policy processing, the other automates human-intensive policy checking; delivered by a seven-person team with Version 1 (source).
2–3 minutes
per ocean or air freight quote, down from one to three days
Hundreds of in-house AI agents embedded across the shipment lifecycle (quoting, orders, appointments, missed-pickup checks) and now ocean and air quoting, ocean booking and customs brokerage, built and run under a lean waste-removal discipline by 450+ in-house engineers and data scientists (source).