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Begin with a short discovery to align goals, data sources, and constraints, then select a low‑risk pilot with clear KPIs.
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Secure, Resilient, And Built To Scale.
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Our core focus areas are to boost OEE, reduce downtime, and improve safety—production‑ready and compliant.
Forecast failures from sensor and historian data, optimize spares, and schedule work through your CMMS to cut unplanned downtime.
Computer vision for defect detection and measurement with traceability; SPC alerts highlight drift and drive root-cause analysis.
Sequence and balance lines with real-world constraints; lift OEE with bottleneck analytics, changeover guidance, and downtime insights.
Demand sensing, MRP/DRP, and safety‑stock tuning reduce stockouts and carrying costs across plants, DCs, and suppliers.
Guided work, SOP copilots, and safety coaching with role-based access and digital work instructions—fewer errors, safer shifts.
Technician copilots, parts recommendations, and remote assist reduce MTTR and raise first-time‑fix for installed equipment.
Define KPIs and constraints, inventory equipment, data sources, and safety requirements, and select target lines/assets for the pilot.
Document solution design and acceptance criteria; set guardrails, sampling plans, and success metrics; validate with representative telemetry.
Deploy edge/cloud components, integrate MES/ERP/CMMS, configure identity and access controls, and enable operators and maintenance teams.
Monitor accuracy, reliability, and cost; tune latency and resource usage; establish runbooks/SLAs; expand by pattern across lines, plants, and regions.
Begin with a short discovery to align goals, data sources, and constraints, then select a low‑risk pilot with clear KPIs.
No. We integrate with what you have and add a thin‑slice solution first, then expand once value is proven.
We apply access controls, encryption, and audit logs. Your organization retains data ownership and approvals.
We use validation steps, human‑in‑the‑loop reviews, and change controls. Teams are trained before go‑live.
Typically, within 90 days via a production pilot with agreed success metrics and dashboards.
Yes. We choose the best fit by latency, cost, and security needs; hybrid setups are common.
Reduced downtime, higher throughput and quality, faster service resolution, and better visibility for decisions.
We provide playbooks and templates to repeat the pattern across lines and sites, with training and support.
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