Across enterprises, staffing firms, and high-growth startups, hiring remains one of the most manual and time-sensitive workflows. Most organizations have digitized tracking (ATS, spreadsheets, portals). The actual work still happens outside the system: interpreting requirements, chasing candidates, running screening loops, and coordinating interviews across multiple stakeholdersThe workflow is full of drop-offs and coordination debt. Candidates don’t complete applications, or they drop because communication is slow or unclear. Recruiters spend hours on searches and repetitive screening, and then lose days in scheduling ping-pong. The result is predictable: qualified candidates exit the funnel, hiring managers see low-quality shortlists, and offers fail at the joining stage.