Intelligence at the Edge
We bridge the gap between industrial machinery and modern AI. Specialized solutions for Toledo's manufacturing, automotive, and solar sectors.
/// CAPABILITIES
Hybrid AI Architecture
We deploy models where they make the most sense: on the machine for speed, or in the cloud for scale.
Edge AI (On-Premise)
Real-time inference on NVIDIA Jetson or industrial IPCs.
- Predictive Maintenance
- Computer Vision QC
- Safety Monitoring
Cloud Analytics
Centralized data aggregation using AWS or Azure IoT.
- Digital Twins
- Demand Forecasting
- Cross-Facility Data
OT/IT Strategy
Bridging the gap between factory PLCs and modern software.
- Readiness Assessment
- Protocol Integration
- Staff Training
Target Industries
Tailored solutions for the backbone of Toledo's economy.
Automotive
QA automation & robotic optimization.
Solar Energy
Micro-crack detection & thin-film process control.
Glass & Materials
Defect detection in continuous flow.
Food Processing
Supply chain & contamination detection.
/// WHO WE ARE
The Missing Link in Industry 4.0
Most technology companies speak "Cloud" but struggle with "PLC". At Firmin, we are fluent in both.
Founded in the heart of Toledo, we saw a disconnect. World-class manufacturing facilities were struggling to adopt modern AI because the solutions weren't built for the reality of the factory floor.
We don't just build dashboards. We integrate with your existing SCADA systems, respect your safety protocols, and deploy Edge AI that works even when the internet goes down.
Our mission is simple: To give Toledo's industrial leaders the intelligent tools they need to compete on a global scale.
Ready to modernize your plant?
We don't just write code; we understand 4-20mA loops, Modbus, and production schedules. Let's discuss how we can improve your OEE with a low-risk pilot.