India's ₹3000 Cr FMCG brand transformed fragmented frontline hiring into a centralised AI-driven workflow using autonomous sourcing, AI screening, and territory-based candidate filtering with Hansa.
With 78+ roles across distributed territories and candidates scattered across fragmented channels, the existing process was losing more than half its applicants before a recruiter ever spoke to them.
Hansa parsed role and territory requirements automatically. Only candidates matching location, mobility requirements, and field role criteria entered the funnel — location mismatches were eliminated from the very start.
ACE scoring evaluated every candidate against a field-role-specific rubric before any recruiter saw a single profile. Ranked shortlists were ready automatically each morning.
Voice AI validated availability, territory confirmation, and joining readiness before any manager spent time reviewing profiles. Candidates who didn't pick up received automated WhatsApp nudges — keeping every lead warm without recruiter effort.
Field managers received ranked profiles, AI summaries, territory-confirmed candidates, and availability-verified applicants — all in one dashboard. No irrelevant or unverified profiles reached any manager.
Offers, tracking, and onboarding workflows were handled centrally through Hansa. Leadership maintained real-time visibility across every territory throughout the entire hiring cycle.
Field hiring at this scale used to mean chaos — WhatsApp floods, candidates vanishing, managers complaining about wrong territory profiles. Hansa solved all three at once. We just hired.
Results at a glance
WhatsApp, phone, and email unified in one system — no scattered threads, no missed candidates, no manual follow-up required.
Field-role candidate ranking automated instantly — sales experience, territory fit, vehicle ownership, and language compatibility all factored in.
Territory confirmation and availability validated by AI before a manager reviewed any profile — no wasted reviews on unqualified candidates.
WhatsApp nudges and callbacks triggered automatically for non-responders. No candidate went cold, no recruiter had to chase manually.
Only location-matched, mobility-verified candidates entered the pipeline — eliminating the biggest source of irrelevant profiles in frontline hiring.
Leadership tracked hiring progress across all territories in real-time — one dashboard, every location, full pipeline transparency.
Hansa helps enterprise teams automate frontline hiring across territories, locations, and distributed workforces — without increasing recruiter workload.