Services
Each engagement starts with understanding your equipment, constraints, and goals—then we build exactly what's needed to connect your systems and surface the data that matters.
Connect robots, PLCs, conveyors, sensors, and software systems into one orchestration layer—regardless of vendor or vintage.
Most factories run equipment from multiple vendors—each with its own protocol, API, and data format. When you add a new AMR fleet or PLC line, connecting it to existing conveyors, ERP, or MES systems turns into a brittle, custom-coded mess that breaks when anything changes.
We build a vendor-agnostic middleware layer that normalizes communication across your equipment. APIs, event pipelines, message brokers, and field protocol adapters—designed for reliability and maintainability, not one-off scripts.
Turn raw machine data into utilization metrics, downtime reasons, and efficiency insights that drive real operational decisions.
You know machines go down, but you can't quantify how much time is lost or why. CNC controllers, PLCs, and legacy equipment hold valuable data—cycle times, error codes, run/idle/fault states—but it's locked inside proprietary interfaces with no unified view.
We extract data directly from controllers (Fanuc/FOCAS, Siemens, Allen-Bradley, and others), normalize it into a consistent schema, and feed it into dashboards and reports your team will actually use. OEE-style metrics without the enterprise software overhead.
Deploy on-prem edge gateways that collect, normalize, and publish factory data securely—with low latency and high reliability.
Cloud-only architectures add latency, depend on internet uptime, and raise security concerns for factory data. But running everything on a single on-prem server creates a fragile single point of failure with no scalability.
We design and deploy edge gateways (Raspberry Pi, Jetson, or industrial-grade hardware) that run locally at the cell or line level. Data is collected via OPC UA, MQTT, Modbus, or direct controller APIs, processed at the edge, and forwarded to cloud or on-prem systems as needed.
Track machine-level power consumption, detect anomalies, and allocate energy costs to specific assets and production lines.
You get a monthly utility bill but have no idea which machines or lines are consuming the most energy, running inefficiently, or exhibiting abnormal draw patterns that indicate maintenance issues. Cost allocation across products or lines is guesswork.
We install CT clamps and power meters at the machine or circuit level, feed data to edge gateways, and build dashboards that show real-time and historical consumption. Alerts flag anomalies—a motor drawing 40% more than normal, or a machine left running overnight.
Add AI-powered detection to your existing camera infrastructure—no camera replacement needed.
You have RTSP cameras across your facility for security, but they're passive—someone has to be watching. Safety incidents, spills, unauthorized access, and PPE violations go undetected until after the fact. Upgrading to "smart" cameras means replacing an entire infrastructure.
We tap into your existing RTSP streams and run AI detection models—on edge devices (Jetson, local GPU) or hybrid cloud. Real-time alerts for safety hazards, spills, restricted objects, and incidents. Your cameras stay, the intelligence is added.
Expert guidance on automation strategy, system architecture, and technology selection—before you commit to a build.
You know you need to modernize or scale automation, but the landscape of vendors, protocols, platforms, and architectures is overwhelming. Making the wrong technology bet means wasted budget, vendor lock-in, or building something that doesn't scale. Your team may lack the specialized industrial IoT expertise to evaluate options confidently.
We work alongside your engineering and operations teams as a hands-on technical partner. We assess your current state, identify gaps and opportunities, evaluate vendor and technology options, and deliver a clear roadmap—with architecture decisions justified and trade-offs documented. We can stay on as advisors through implementation or hand off to your team.
Skilled engineers and operations leads who embed with your team—filling critical roles without the overhead of full-time hiring.
You have automation projects stacking up but not enough specialized people to execute them. Hiring full-time controls engineers, integration specialists, or service ops leads takes months—and the work can't wait. Contractors from generic staffing firms don't understand industrial systems deeply enough to be productive quickly.
We place experienced engineers and operations professionals directly into your team. They work on your systems, attend your standups, and deliver like internal staff—but with deep industrial IoT and automation expertise from day one. Engagements flex from part-time advisory to full-time embedded roles.