Glossary · Analytics

Operational Analytics

Operational analytics is the use of current, granular data to drive day-to-day decisions and actions–monitoring orders, signups, inventory, and queues as they move–rather than reviewing historical summaries.

Strategic analytics asks "how did Q3 go?"; operational analytics asks "which orders are stuck right now?". It runs on fresh data, often straight from the production database, and its consumers are the people running the business hour to hour: support leads watching ticket backlogs, ops managers tracking fulfillment, founders watching today's signups. The defining requirement is freshness plus actionability–a number from last night's batch job is too old when the decision is happening now. This is also where alerting earns its keep, because operational questions repeat daily and machines are better than humans at checking the same condition every ten minutes.

Fig — every answer ships with the tables, rows and SQL behind it.