What we see
Manufacturers need systems that connect the factory floor to planning and customer systems. Challenges include legacy ERP integrations, intermittent telemetry from machines, and fragile inventory forecasting. Downtime and delayed shipments have immediate revenue impact.
How we help
We help manufacturers modernize systems, integrate OT/IT, and use data to improve uptime and planning:
- Integrate shop-floor telemetry with cloud platforms for real-time visibility.
- Modernize or replace legacy ERP integrations with reliable middleware and event-driven architectures.
- Deploy predictive maintenance models and analytics to reduce unplanned downtime.
- Secure OT environments and establish safe update processes.
- Automate supply chain visibility and exception workflows.
Who benefits most
- Manufacturers adopting Industry 4.0 initiatives.
- Supply chain teams needing real-time visibility across partners.
- Firms modernizing ERP and middleware.
Real outcomes (examples)
- Reduced machine downtime by 18% after implementing predictive maintenance models and alerting.
- Improved order fulfillment rates and reduced stockouts through near-real-time inventory pipelines.
- Shorter lead times by automating exception handling between ERP and logistics partners.
What a typical engagement looks like
- OT/IT discovery and telemetry proof-of-concept.
- Integration and automation of core supply chain events.
- Model deployment for predictive maintenance and continuous operations.
Next step: Request an on-site or remote scoping workshop to map your top 3 production pain points — we’ll bring a short POC plan.



