Retail COO & Supply-Chain Leader Search in India — Modern-Trade, Quick-Commerce, D2C and FMCG

A modern-trade retail COO operates at the intersection of store-network operations, supply-chain architecture, and regional cluster P&L. The role is rarely pure-operations; at top-tier chains the COO typically has direct accountability for 30–60% of total cost-to-serve and material input to store-network expansion, formats (hypermarket / supermarket / neighbourhood / compact), and regional cluster structure. The KPI stack is familiar to any retail operator: shrinkage, store productivity (sales per square foot, sales per FTE), distribution-centre throughput, same-store-sales growth delivered through operational excellence, and cluster-level EBITDA. Capex discipline — on store-network expansion, DC expansion, and format-specific capex — is central to long-term returns.

• •Reports to Retail CEO at listed chains; to founder-CEO or PE-appointed CEO at growth-stage chains.
• •Peer CXOs: CFO, CMO, Category Heads / Merchandise CPOs, HR Head.
• •Expansion playbook: store opening cadence, cluster depth vs breadth, format mix, and brownfield vs greenfield location choices.
• •Supply-chain span: DC network, inbound logistics, vendor replenishment, and in-store inventory turns.
• •Private-label operations: own-label manufacturing partnerships, packaging and inbound quality.

A quick-commerce platform COO is a fundamentally different role. The unit of operation is the 10–15 minute delivery time against the dark-store network, and the KPI stack centres on delivery TAT (P50 and P95), dark-store productivity (orders per dark-store per day, assortment depth), availability (stock-out rate by SKU and time-of-day), and partnership P&L with brand buyers. Dark-store expansion is a high-velocity capex cycle (150–300 new dark stores in a quarter at scale), and the COO is typically the direct owner of the rollout programme alongside the Real-Estate Head. The rider ecosystem — 15,000–50,000 active riders at platform scale — is operated through a gig-economy partnership architecture that requires sophisticated supply-shaping, incentive design, and regulatory-compliance discipline.

A D2C brand operations head owns end-to-end fulfilment from vendor-inbound through last-mile delivery and returns. At Series C and beyond, many D2C brands internalise fulfilment architecture — building their own fulfilment hubs, negotiating direct with last-mile partners (Delhivery, Blue Dart, Shadowfax), and owning packaging, dispatch and returns-reverse-logistics. The KPI stack is order-fill-rate, cost-per-order, returns rate, first-order delivery TAT, and working-capital architecture. The candidate pool for D2C ops heads overlaps substantially with e-commerce 3PL platform operations leaders, supply-chain-tech startup COOs, and FMCG distribution leaders with strong digital transitions.

An FMCG supply-chain head at category scale operates a 600–2,500 FTE team across manufacturing coordination, primary and secondary distribution, and demand planning. The KPI stack centres on service-level (fill rate to Kirana and modern-trade), cost-to-serve, working-capital (inventory days, receivables, payables), and the capex cycle on factory upgrades and DC network expansion. Recent mandate briefs at Gladwin increasingly specify MSP-fluctuation management (relevant for agri-commodity-input FMCG), rural-distribution rebuild (post 2022–24 distribution-architecture reset at several leading FMCG players), and sustainability metrics (scope 1-2-3 emissions, plastic recovery commitments).

• •Network design discipline — store / DC / dark-store / fulfilment-hub network decisions owned at prior roles with measurable capex-ROI outcomes.
• •Capex and working-capital architecture — named multi-hundred-crore capex programmes owned from scope through commissioning.
• •KPI depth — shrinkage, cost-to-serve, service-level, TAT (P50/P95) — articulated in primary-source operational terms, not consultant-framework vocabulary.
• •People architecture — 3,000+ FTE (retail / quick-commerce) or 600+ FTE (FMCG / D2C) leadership track record with attrition and culture outcomes.
• •Technology fluency — warehouse management systems, store-ops tech stacks, dark-store apps, CDP / order-management systems — depth appropriate to context.
• •Peer-CXO partnership — working relationship evidence with the CFO (capex), CMO (brand/trade execution), CHRO (gig-economy and front-line HR), and Category / Merchandising Heads.
• •Regulator / ESG posture — FSSAI (FMCG food), gig-economy labour compliance (quick-commerce riders), packaging and EPR commitments.