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Manufacturing operations generate massive volumes of data across ERP systems, production databases, CMMS platforms, and quality management systems. The challenge is not collecting this data — it is turning it into timely, actionable decisions. Late cost variance alerts, missed maintenance windows, and undetected defect patterns all eat into margins. Wayak connects your manufacturing data sources, layers business logic through a semantic layer, and deploys agents that monitor, analyze, and report on production performance automatically. Your team gets answers in seconds instead of hours, and playbooks handle the repetitive analysis that used to require a dedicated analyst.

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Use cases

Work order cost tracking

Compare estimated versus actual costs on production orders and catch overruns before they compound across the shop floor.

Shift performance reporting

Automatically generate OEE summaries at the end of each shift with downtime breakdowns and line-by-line comparisons.

Quality defect analysis

Identify defect patterns across production lines, shifts, and operators to reduce scrap rates and drive corrective actions.

Maintenance scheduling

Monitor equipment service dates, flag overdue maintenance by criticality, and alert the right teams before failures occur.

Material usage variance

Track actual material consumption against bills of materials to catch waste, substitution errors, and pricing discrepancies.

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Platform capabilities used