The technique is called process mining, and Celonis did more than adopt it - it commercialized the category. Systems like SAP, Oracle, Salesforce and ServiceNow stamp every action with an ID and a timestamp. Celonis stitches those breadcrumbs back into an end-to-end map: this purchase order was created here, changed three times there, and paid late for reasons no one had noticed.
The pitch to a chief financial officer is unglamorous and effective. Ask most executives where money is leaking in operations and you get a shrug and a spreadsheet. Celonis returns a map, a figure, and a fix - trapped working capital, duplicate payments, missed early-payment discounts, cash sitting in processes that never quite close.
What began as diagnosis has grown into action. The platform now simulates changes, triggers automations, and - in its latest incarnation - coordinates AI agents alongside people and existing systems. The company's argument for the AI era is blunt: an agent is only as useful as its understanding of how the business really works, and that understanding is exactly what Celonis sells.
