LOGISTICS10 cases
Document automation, dispatch intelligence and exception handling for Indian logistics operators.
How Uber Media Labs deploys AI automation for Indian logistics firms, freight forwarders, 3PL warehouses, trucking fleets, customs brokers, cold-chain operators, port agents, express couriers and load-matching marketplaces — BoL extraction, e-Way bill automation, FASTag and GSTR reconciliation, WhatsApp dispatch and pgvector knowledge bases.
// 10 deployments
Bill of Lading Extraction + ERP Sync
Cut 320 daily Bills of Lading from 9-minute manual entry to 14-second AI extraction.
A Mumbai-based logistics firm processing 320 BoLs/day across road, rail and sea consignments wired multi-modal extraction directly into SAP, with a human exception dashboard for low-confidence reads.
320 · bols per day
99.6% · extraction acc
52/wk · manual hours saved
RFQ-to-Quote + Customs Doc Collection
Compressed RFQ-to-quote turnaround from 38 hours to 22 minutes across 14 trade lanes.
A Bangalore-based international freight forwarder automated RFQ parsing, multi-carrier rate lookups, customs document collection and container-status WhatsApp updates for 240 active SME shippers.
38h to 22m · quote turnaround
+2.4× · rfq volume
94% · doc completion
Driver Dispatch + COD Reconciliation
Lifted on-time delivery to 96.4% across 3,200 daily drops with sub-2-min COD reconciliation.
A Pune last-mile delivery startup running 180 drivers across 3,200 daily drops automated dispatch optimisation, customer WhatsApp delivery windows and end-of-day COD reconciliation against UPI ledger.
96.4% · on time rate
3,200 · daily drops
4h to 2m · cod recon time
Inbound ASN Parsing + Client Onboarding KYC
Onboarded 84 new B2B clients in 90 days with sub-15-minute KYC and zero ASN re-keying.
A 3PL operator running 11 warehouses across Bhiwandi, Bangalore and Hyderabad automated B2B client onboarding KYC, inbound ASN parsing into Zoho Inventory and stock-level alerts to client WhatsApp.
84 / 90d · clients onboarded
15 min · kyc turnaround
97% · asn auto rate
e-Way Bill Generation + Driver Settlement
Auto-generated 4,800 monthly e-Way bills with FASTag-reconciled driver settlements in 6 minutes.
A trucking fleet operator running 320 trucks across the Mumbai-Delhi-Kolkata triangle automated e-Way bill generation, driver settlement against FASTag and fuel-card spend, and TallyPrime reconciliation.
4,800 · ewb per month
6 min/trip · settlement time
<0.4% · fastag variance
Temperature-Excursion Alerts + Pharma SLA Reporting
Reduced pharma temperature-excursion claims 78% across 140 reefer trucks with 47s alert latency.
A pan-India cold-chain operator serving 11 pharma clients automated reefer temperature-excursion alerts, pharma SLA reporting and insurance claim intake from sensor breach to broker-ready packet.
−78% · excursion claims
140 · reefer fleet
47s · alert latency
Bill of Entry Filing + DGFT Licence Tracking
Cut Bill of Entry filing time 71% across 1,400 monthly imports with auto-classification to HSN.
A Mumbai customs broker handling 1,400 monthly Bills of Entry across JNPT and Mumbai air cargo automated BoE filing on ICEGATE, HSN classification suggestions and DGFT licence expiry tracking for 240 importer clients.
−71% · boe filing time
1,400 · monthly boes
91% · hsn auto class
Vessel-Arrival Alerts + Demurrage Tracking
Saved Rs 3.4 Cr in client demurrage charges across 6,200 containers with proactive release flow.
A shipping-line agency at JNPT and Mundra automated vessel-arrival notifications, container-release document automation and demurrage clock tracking across 6,200 monthly containers.
Rs 3.4 Cr · demurrage saved
6,200 · monthly containers
4h to 12m · release doc time
SME Pickup Booking + AWB Generation
Onboarded 1,800 SME shippers with 24x7 WhatsApp pickup booking and 18-second AWB generation.
A national express courier serving B2B SMEs automated pickup booking via WhatsApp Business API, instant AWB generation, return-shipment automation and Shiprocket plus Delhivery API integration across 38 cities.
1,800 · smes onboarded
18s · awb gen time
88% · return auto rate
Load-Matching + Rate Negotiation Chatbot
Matched Rs 38 Cr in monthly truck loads with sub-90s AI bidding across 4,200 fleet partners.
A logistics marketplace platform connecting shippers with fleet owners automated load-matching, rate negotiation chatbot, payment escrow and digital LR generation across 4,200 fleet partners.
Rs 38 Cr · monthly gmv
4,200 · fleet partners
<90s · match time
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