Case Study
AI Industrial Intelligence Platform
AI-assisted operations dashboard for telemetry triage and issue routing.
Overview
A multi-panel dashboard with machine telemetry, alerts, and decision-support workflows.
Problem
Operational alerts were fragmented, and teams had limited visibility across sites.
Constraints
Needed to integrate with existing telemetry sources without disrupting plant workflows.
Solution
Built a centralized operations workspace with AI-assisted scoring and routing.
Results and Outcomes
Improved operational visibility and reduced manual coordination on incident handling.
Timeline
14-18 weeks
Services
Tech Stack
Related Services
Product Preview Mockup
AI
dashboard preview
Key Features
- • Machine telemetry cards
- • Insight feed
- • Alert severity badges
- • Workflow nodes
- • Predictive trend chart
Technical Approach and Architecture
- • Event ingestion pipeline
- • Role-based access model
- • Service-based backend
- • Observability instrumentation
UI/UX Improvements
Introduced clearer alert hierarchy, trend snapshots, and role-based dashboards.
Backend and Infrastructure Work
Implemented ingestion pipelines, scoring services, and event audit trails.
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