AI-Powered Cargo Load Planning for Ground Handling Agents in India

Load Planning built for ground handling agents in India

Belli rebuilt load planning from first principles for ground handling agents in India — not as a bolt-on to a legacy core. Manual load planning costs airlines revenue on every single flight. Planners using spreadsheets and legacy tools make errors that cause delays, weight and balance issues, and suboptimal ULD utilization. Belli's AI load planning engine automates the entire build-up process — optimizing cargo placement across ULD positions in real time, validating weight distribution against aircraft limits, and maximizing revenue per available position on every departure. India and South Asia represent one of the fastest-growing air cargo markets globally.

Operators routing through Bangalore (BLR) and Delhi (DEL) — carriers in the class of IndiGo Cargo, SpiceJet Cargo — face the same pressure: more volume, tighter slots, and zero tolerance for a load plan that leaves revenue on the ramp. Belli's load planning targets a measurable outcome — 12% revenue recovery — and goes live in 10 days for teams operating in India, not 12–18 months. India deployments inherit the same SLA.

The operational reality in India

The friction is specific, not generic.

• Paper-based ULD acceptance and handover processes — compounded in India by temperature-sensitive pharmaceutical cargo
• Manual warehouse slotting and inbound/outbound tracking — compounded in India by domestic e-commerce growth driving air cargo volumes
• Compliance gaps with varying airline SLAs
• India-specific: ICEGATE customs with GST integration. National Air Cargo Policy modernization.

What changes with Belli

What ground handling agents get instead:

• Real-time warehouse management with barcode/RFID integration
• Single platform serving all airline customers
• Airline customer portal with live shipment visibility

Before Belli: Planners spend 45-90 minutes per flight on manual load plans. Errors cause last-minute offloads, weight penalties, and revenue loss. After Belli: AI generates optimal load plans in under 60 seconds. Zero weight violations. 12% average revenue recovery from better ULD utilization.

How Belli's Load Planning works in India

Belli's load planning runs as one connected workflow, configured for India from day one.

In practice, that means hazmat and special cargo constraint checking, visual ULD layout with drag-and-drop override, and real-time weight and balance validation. Belli also covers integration with airline departure control systems against India's specific constraints. Every step is auditable, and changes deploy continuously rather than in quarterly batches.

Built for India's requirements

Belli was deployed with South Asia's operational texture in mind, not retrofitted to it. India and South Asia represent one of the fastest-growing air cargo markets globally.

That shows up in the details: india ICEGATE customs system with GST compliance; multi-airport operations across India's vast geography; and new greenfield airports creating hub opportunities. India adds its own layer — ICEGATE customs with GST integration. National Air Cargo Policy modernization. Carriers such as IndiGo Cargo, SpiceJet Cargo, Blue Dart Aviation operate against exactly these conditions.

Going live in 10 days in India

Go-live is measured in days, and the date is contractual. Master data and partner connections are stood up against a real test load. Training runs in parallel, not after the fact. Post-launch, changes ship continuously rather than waiting for a quarterly release.

The bottom line for Ground Handling Agents in India

Here is the case in plain terms. Doing nothing has a price, and it compounds every flight. 12% revenue recovery is the outcome Belli is engineered to deliver. Carriers like IndiGo Cargo, SpiceJet Cargo, Blue Dart Aviation already operate at this standard. The next step is a working demo, not a six-week sales cycle.