Call us. Let's bridge plant floor to cloud.
Lebron Industrial Operations & AI delivers systems engineering and AI infrastructure architecture from Parsippany-Troy Hills, NJ, for global industrial performance. Contact us to discuss your automation.
How we work
Can legacy machinery and modern AI really work together?
Yes, when the bridge is engineered properly. We design architecture that pulls real-time data from existing plant hardware and routes it into cloud analytics without ripping out your floor.
Design for uptime
We build data pipelines around your production schedule. No overhauls, no downtime windows larger than a standard shift change.
Swappable integrations
Protocols change. Our modular bridges let you swap data sources or destinations without rewriting the whole system.
Built for scale
Start with one line or one plant. The same architecture scales to global operations as your rollout expands.
Resilient by default
We assume network drops and hardware hiccups. Buffering and failover logic keep your data flowing when the plant floor doesn't cooperate.
Versioned everything
Every pipeline, schema, and webhook is version-controlled. You can audit changes, roll back cleanly, and know what's running where.
Security first
OT-to-IT connections get authentication, encryption, and network segmentation. Your uptime data stays yours, inside secure boundaries.
SYSTEMS EXPERTISE
Engineering depth you can audit
We bring hands-on systems architecture to every engagement, so your industrial data runs on infrastructure built by someone who has shipped it.
Founder & Systems Architect
Steven Lebron
Designs the PLC-to-cloud bridges and ETL pipelines end to end, from plant-floor protocol specs to dashboard deliverable. Directly accountable on every build.
PROVEN DEPLOYMENTS
Built for Allen-Bradley, Siemens, and Modbus
Our turnkey PLC-to-Cloud bridges pull live uptime analytics from legacy plant floor hardware without costly overhauls. Enterprises run on the numbers we surface.
5+
Active repos
Public GitHub frameworks covering IoT bridges and ERP sync engines.
3
PLC platforms
Allen-Bradley, Siemens, and Modbus hardware supported out of the box.
2K
Data points per read
Real-time MQTT payloads streamed to dashboards without equipment changes.
4
Industries served
Manufacturing, logistics, energy, and process control deployments live today.
PARTNER FEEDBACK
Four years of deployments and the calls keep coming
Operations teams across manufacturing and logistics use our bridges and pipelines daily. Here is how collaboration turns into outcomes.
The MQTT bridge is live on our plant floor. We pulled real uptime data from Allen-Bradley controllers without replacing any hardware.
Markus Reid
Plant Operations Lead, Midwestern Manufacturing
Our spreadsheets became a structured ERP pipeline in weeks. The webhook architecture runs clean and the dashboards update without manual work.
Priya Sharma
Director of Operations, Logistics Services
DFM review caught tolerance issues on our STEP files before production. Saved us a costly rework cycle on an ISO-compliant run.
Carlos Mendez
Mechanical Engineer, Industrial Components
FAQ
How a project actually runs
Straight answers on scope, lead times, and how we work together.
How do we get started on a project?
Email email@mybusiness.com with a short summary of the problem. You'll get a scoping call and a written proposal that names the deliverables, the timeline, and the cost before any work begins.
What does a typical engagement look like?
Most engagements start with a technical discovery session, then move into architecture design, build, and a handoff that includes documentation. You own the source and the pipeline when we're done.
Do you work with legacy PLC systems globally?
Yes. We routinely work with Allen-Bradley, Siemens, and Modbus controllers regardless of plant location. We deploy the data bridge remotely and support the rollout across your sites.
What support do you provide after launch?
Handoffs include runbooks and a defined support window so your team knows how to monitor, troubleshoot, and extend the pipeline. Ongoing retainer support is available if you want us on call.
Can you procure parts or manage a global production run?
Yes. We run DFM reviews on CAD or STEP files, repair the mesh if needed, and route production through ISO-compliant networks. We handle the technical side so you get parts that fit.
What if the project needs to scale after launch?
The architectures we build are designed to scale. Adding sites, sensors, or new data sources is a matter of extending the existing pipeline, not rebuilding it. We'll walk you through that path.
Have a different question?
Describe your project and get a technical answer within one business day.
We don't take every project. We take the ones worth building.
If you have a legacy system that needs modernizing, or an operation ready for real automation, let's talk. Tell us where you're stuck — we'll tell you if we can help.