INDUSTRIAL
By the time a machine actually stops, the signal that could have predicted it usually fired days earlier — buried in a sensor feed nobody was reading, on a system nobody had connected to maintenance scheduling.
We connect PLCs, SCADA, and ERP data into a single operational layer, then build the predictive models that turn equipment history into a maintenance calendar instead of a repair bill. The plants we work with stop reacting to failures and start scheduling around them.
Modernizing a control system doesn't require stopping the line. It requires building the new layer next to the old one, and switching over on your schedule, not an outage's.
Projected global industrial automation market by 2030
Of plant operators cite disconnected systems as their top efficiency barrier
Annual cost of unplanned downtime across manufacturing industries
Of industrial firms have experienced a significant OT security incident
LEGACY CONTROL SYSTEMS
Migrate aging SCADA and control systems to modern architecture with zero downtime for production lines. We build migration paths that keep plants running while infrastructure changes underneath.
EQUIPMENT DATA SILOS
Connect PLCs, sensors, and ERP systems into one queryable data layer. No more switching between five dashboards to answer one production question.
UNPLANNED DOWNTIME
Predictive maintenance models trained on your equipment data, not generic benchmarks. Catch failure signatures early enough to schedule repairs, not react to them.
PRODUCTION VISIBILITY
Real-time dashboards that surface line performance, quality metrics, and bottlenecks as they happen — not in next week’s report.
WORKFORCE EFFICIENCY
Custom workflow tools that eliminate paper checklists and manual data entry, freeing plant staff to focus on production, not paperwork.
OT/IT CYBERSECURITY
Zero-trust security frameworks purpose-built for OT/IT convergence, protecting control systems and production data from breach.
We understand SCADA, PLCs, and industrial protocols before the first line of code is written.
Solutions designed around how plants actually operate, with zero tolerance for downtime during rollout.
No proprietary lock-in. We integrate with your existing equipment vendors and control systems — and hand you the keys when we're done.
Yes. We integrate with major SCADA platforms, PLC vendors, and industrial protocols including OPC-UA, Modbus, and MQTT.
We run parallel systems during transition and cut over during scheduled maintenance windows, so production never stops for the migration itself.
Yes. We collaborate directly with both teams and document everything so your staff owns the system after we’re done.
Yes. We train models on your specific equipment history and failure patterns, not generic industry benchmarks.