Why I think business telemetry
is different from infrastructure monitoring
Infrastructure tells you whether the machine is healthy. Business telemetry tells you whether the work is making sense.
The server was healthy. CPU was low. Memory was stable. No alerts fired. Yet the customer was still waiting for yesterday's data.
That is the gap business telemetry is meant to describe. Business telemetry is instrumentation that reports the progress and state of business processes rather than the health of the infrastructure running them.
Infrastructure monitoring is excellent at answering infrastructure questions. CPU is high. Memory is climbing. A queue is backed up. Error rates changed. Those signals are necessary, but they do not always explain what the business process is doing.
Business telemetry starts from a different place. It asks what the software is accomplishing in domain terms: records imported, invoices reconciled, pages scraped, checks completed, anomalies found, milestones reached, products matched, emails sent, promotions extracted, payments reconciled, reports generated, batches completed, and customers notified. That language is closer to the people waiting on the result.
The missing layer
Many teams already have logs and infrastructure dashboards, but still ask simple operational questions in chat: did the import start, how far did it get, what did it skip, and what happened next? Those are not usually CPU questions. They are process questions.
If you have ever answered "I'm just checking the logs" after someone asks where a process has got to, you are already solving a business telemetry problem.
Different questions
| Infrastructure monitoring | Business telemetry |
|---|---|
| CPU utilisation | Products imported |
| Memory utilisation | Orders processed |
| Disk space | Workflow progress |
| Network latency | Milestone reached |
| Exception count | Records skipped |
| Queue depth | Customer-ready outcome |
Different audience, different shape
An infrastructure dashboard is often tuned for engineers. Business telemetry should be readable by anyone responsible for the work. A note, progress update, payload, chart value, or milestone can express the state of a process without forcing someone to search logs or interpret low-level metrics.
Not a replacement
Business telemetry does not replace Prometheus, Grafana, ELK, OpenSearch, or Sentry. It sits beside them. Those tools answer infrastructure questions exceptionally well. OpenTrace is designed to answer process questions.
Healthy infrastructure does not necessarily mean healthy operations. Infrastructure monitoring tells you whether the computer is working. Business telemetry tells you whether the work is.