Prioritize network footprint (regional DCs), WMS integration and API connectivity, SLA for pick‑pack‑ship, reverse logistics capability, value‑added services (kitting, labeling), temperature control if required, and scalability to handle seasonal volume spikes. Also verify carrier integrations and reporting cadence to align with your channel mix.

Pune’s access to major national highways, rail routes and proximity to Pune Airport and Mumbai ports shortens lead times for western/southern India. This enables flexible carrier choices (express couriers, LTL, rail freight, trucking) and hybrid modal strategies that reduce freight spend and improve on‑time delivery for omni‑channel networks.

Key cost drivers include land and rental rates, labor availability, racking and automation needs, energy and handling costs, and tax/regulatory factors. Assess storage density, throughput requirements, and proximity to last‑mile corridors to optimize cost per order and inventory carrying costs as SKUs scale.

Establish KPIs such as OTIF (on‑time in‑full), order‑to‑ship time, inventory accuracy, pick/pack error rates, return processing time, cost per order and claims rate. Implement regular scorecards, operational reviews, periodic audits and a clear governance process for root‑cause analysis and corrective action.