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How MSI Uses SigNoz MCP to Debug Slow Sales Orders Across the Stack

calendar_today August 7, 2026 person hello@signoz.io (SigNoz Inc) domain signoz

MSI’s sales-order workflow runs across the UI, APIs, database, and its ERP. Engineers already used SigNoz for API traces and logs. Here’s how Taylor Mattison uses SigNoz MCP with Claude to compare traces at scale, connect telemetry to code, and get to a clear answer for where slowdowns actually live.

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