Problem
Plants operated with fragmented telemetry, making failures hard to predict and prioritize.
<Case Studies
Predictive maintenance for industrial assets
Centralized sensor pipelines, added anomaly scoring, and deployed response playbooks for operations teams.
Industrial - 12 weeks
Executive summary
Centralized sensor pipelines, added anomaly scoring, and deployed response playbooks for operations teams.
Solution
Centralized sensor pipelines, added anomaly scoring, and deployed response playbooks for operations teams.
Stack
ReactKafkaTimescaleDBGrafana
Delivery model
- 1. Discovery and baseline alignment with business stakeholders.
- 2. Short delivery cycles with measurable milestones.
- 3. QA, security validation, and documented handover.
Screenshots
Executive view with KPI and operational health.
Operating flow with controls and alerts.
Decision dashboard with impact traceability.
Note: The data shown is fictitious and the product appearance has been slightly modified to respect privacy and client agreements.
Next step
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