Cruise AI Control Tower for FMCG Logistics — Exception Management for High-Velocity Distribution Networks

FMCG Logistics — Volume, Velocity, and Visibility

FMCG supply chains in India are defined by three constraints: high volume, tight delivery windows, and a multi-tier distribution network that is difficult to monitor end-to-end. A large FMCG company runs primary distribution (plant to C&F agent / depot) and secondary distribution (depot to distributor) simultaneously, often with different transporter sets and different SLA structures at each tier.

The exception management challenge is proportional to the volume. At 1,000+ daily trips, even a 3% exception rate means 30 trips per day requiring active intervention. Without an automated exception layer, those 30 trips become tomorrow's complaints, shortage claims, and missed retailer shelves.

Primary Distribution Exception Management

Primary distribution — plant to depot or C&F — carries the highest per-shipment value and typically has the tightest SLA requirements. Cruise monitors every primary movement for:

• ETA breach risk: 4–6 hour early detection, proactive depot arrival notification, downstream labour planning
• Halt exceptions: Immediate driver call, reason capture, ETA update
• Back-unloading risk: FMCG is a high-value grey market target. Activity sensing + halt-location correlation flags diversion attempts in real time
• Tracking gaps: Multi-source tracking reduces blind periods; gaps trigger immediate recovery workflow

Secondary Distribution and Distributor Delivery

Secondary distribution in FMCG is operationally complex: high stop count, short delivery windows, multiple distributors in a single trip, and drivers who may substitute routes or skip stops. Cruise manages:

• Delivery window compliance: Each distributor stop has a configured delivery window. Arrival outside window triggers an exception flag.
• Dwell at distributor: Excessive unloading dwell at a distributor is flagged and root-caused — payment dispute, access issue, documentation problem.
• Stop sequence compliance: Where route sequences are defined, deviations from stop order are flagged.
• Proof of delivery confirmation: Vedika can call the driver post-delivery to confirm completion status at each stop.

Time-Window SLA in FMCG

FMCG delivery windows are often tied to retailer store operating hours and distributor staff availability. A delivery arriving after the distribution centre closes means a rescheduled delivery, an overnight park, and a day's delay to the retailer shelf. Cruise's ETA breach detection — flagging risk 4–6 hours in advance — enables proactive rescheduling decisions rather than missed window surprises.

Fleet Performance Across FMCG Distribution

Across thousands of trips per month, Cruise builds a performance record for every transporter and every lane: on-time rate, exception frequency, halt behaviour, compliance status. This data drives FMCG logistics rate negotiations and transporter selection with objective performance metrics rather than relationship-based assumptions.