Solutions for Every
Industrial AI Challenge
From production floor assistants to customer-facing chatbots, see how manufacturers use our platform to solve real problems.
Applications in the Wild
How manufacturing companies are deploying intelligent agents today
Production Floor Assistant
CNC machine operator assistant with real-time troubleshooting, procedure lookup, and sensor data analysis. Deployed at operator workstations for instant access.
The Challenge
Operators struggling with complex error codes and buried documentation during production runs. Downtime costs €1,000/hour.
The Solution
Ingestic processed 2,500 pages of manuals. Agent Compiler deployed Electron app to shop floor PCs with fieldbus integration for live sensor data.
The Impact
- • 40% reduction in unplanned downtime
- • 10x faster troubleshooting (5 min → 30 sec)
- • Senior technicians freed for complex issues
Product Configuration Wizard
AI-powered configuration tool that validates technical specifications and generates accurate quotes based on product catalog and engineering rules.
The Challenge
Sales engineers spending hours validating configurations manually. Invalid specs causing production delays and rework.
The Solution
Ingestic ingested product catalog and compatibility rules. Agent deployed as web app integrated with ERP for real-time pricing.
The Impact
- • 80% faster quote generation
- • Zero invalid configurations shipped
- • Sales team scaled 3x without hiring
24/7 Technical Support Bot
Website chatbot trained on product documentation providing instant pre-sales support and technical answers. Escalates complex queries to human agents.
The Challenge
Customer inquiries arriving outside business hours. Support team overwhelmed with repetitive basic questions.
The Solution
Ingestic processed technical docs and FAQs. Agent Compiler deployed chatbot to website with cloud hosting for 24/7 availability.
The Impact
- • 70% of inquiries resolved instantly
- • 24/7 support without staffing costs
- • Customer satisfaction +40%
Internal Knowledge Search
Company-wide documentation search for engineers and maintenance teams. Replaces SharePoint folders with AI-powered semantic search across all technical content.
The Challenge
New engineers taking months to onboard. Tribal knowledge disappearing as senior staff retire.
The Solution
Ingestic indexed 30+ years of documentation. Agent Compiler created desktop app deployed to all engineering workstations.
The Impact
- • Onboarding time cut in half
- • Maintenance procedures accessible instantly
- • Historical knowledge preserved
Mobile Field Service App
Mobile troubleshooting assistant for field technicians with offline capability, camera-based spare parts identification, and step-by-step repair procedures.
The Challenge
Technicians arriving on-site without correct parts. Service calls taking multiple visits due to missing information.
The Solution
Ingestic processed service manuals. Agent with vision integration for parts identification. Deployed as mobile app with offline mode.
The Impact
- • First-time-fix rate improved 60%
- • Service calls 30% faster
- • Customer satisfaction at all-time high
Automated Quality Control
Vision-based defect detection and classification with real-time quality reporting. Integrated with production line cameras for automated inspection.
The Challenge
Manual visual inspection slow and inconsistent. Defects slipping through to customers causing recalls.
The Solution
Agent with vision language model analyzing camera feeds. Custom hardware for camera integration. Real-time alerts to operators.
The Impact
- • 99.5% defect detection rate
- • 100% inspection coverage (vs 10% sample)
- • Zero customer recalls in 6 months
Custom Hardware Portfolio
Hardware we've designed and manufactured for industrial AI deployments
Retrofit Interface Board
RS-232 to EtherCAT Gateway
DIN rail mount, 24V industrial, IP65 enclosure
Protocol Gateway
Modbus TCP Bridge
RPi CM4, dual GbE, optoisolated, PoE powered
Vision Processing Unit
Jetson Nano Vision Unit
GigE Vision, 30fps, CUDA inference
Edge AI Controller
RPi 4 I/O HAT
8x DI, 4x relay, RS-485, CAN bus
Industrial Touch Panel
Operator HMI Panel
10" touchscreen, IP65, VESA mount
Sensor Integration Module
Multi-Sensor Adapter
4-20mA, thermocouples, digital I/O
How It Works
From documentation to deployed agent in 4 steps
Ingest Documents
Process manuals, procedures, and specs with Ingestic
Build Agent
Configure capabilities and tools in Agent Compiler
Integrate Systems
Connect to machines, cameras, or ERPs
Deploy
Local, cloud, or hybrid—your choice
Ready to deploy AI in your operation?
Schedule a consultation to discuss which solution fits your manufacturing environment.