AI tools now detect API failures before reports break
Enterprises are adopting AI systems that monitor data pipelines and flag connector failures before they affect reports. These tools detect updates in third-party APIs and automatically adjust the integration. This trend is reducing downtime caused by broken connectors in marketing and CRM data flows.