01
An AI agent analyzes machine sensor data, detects anomalous patterns, and generates maintenance orders before a machine fails. Integrates with existing PLC systems — no machine replacement needed.
25-40% less unplanned downtime, 15-20% lower maintenance costs
02
For configure-to-order and engineer-to-order products, an AI agent analyzes customer specifications (including from emails and drawings), validates the configuration and generates a draft quote with production specifications.
Quote time from 3 days to 4 hours — 80% time savings
03
The AI agent monitors supplier communications, logistics data and international developments. At-risk situations trigger proactive alternative identification and procurement alerts.
2-4 weeks earlier risk detection vs. reactive management
04
The agent correlates quality data from MES/QMS with production parameters and identifies root causes of quality problems faster than manual analysis.
20-35% reduction in rejects and quality costs
05
Identifies prospects matching your ideal customer profile, writes industry-specific outreach and automatically maintains the CRM — freeing sales staff for complex customer conversations.
30-50% more qualified meetings per salesperson