Fragmented sources
Company data lives across messaging, Google Workspace, Microsoft 365, email, calendars, spreadsheets, admin directories, code and project systems, CRM, finance, commerce, support, observability, cloud audit, files, databases, webhooks, SDKs, and structured imports. No single system connects the full picture, so data teams spend more time finding information than using it.