OPTIMIZE / AIR

Air Cargo Intelligence

India's gateway airports, freighters, ULDs, pharma & perishable cold chain. Every KPI traces to a model, every recommendation to an agent.

AI Models Used on this page

Every insight on this page is traceable to a model and an agent. No black-box AI.

Model catalog
ModelPurposeConfLast refreshStatusExplain
Cargo Delay Prediction

v3.0.0 · Air Cargo

Flight-level cargo delay risk by lane and operator.0.892026-05-27production Why
Customs Delay Prediction

v2.4.0 · Air Cargo

Customs processing delay at gateway airports.0.872026-05-25production Why
Cold Chain Risk Model

v3.1.0 · Air Cargo

Temperature excursion risk for pharma & perishable shipments.0.922026-05-26production Why
Cargo Throughput Forecast

v2.8.0 · Air Cargo

Per-airport cargo throughput next 7-30 days.0.882026-05-24production Why
Capacity Optimization Model

v2.1.0 · Air Cargo

ULD / belly capacity optimization across operator network.0.862026-05-22production Why
Cargo Demand Forecast

v2.0.0 · Air Cargo

Lane-level air cargo demand forecasting.0.852026-05-20production Why

Air cargo · executive dashboard

Every card is clickable and drills into the analytics surface that owns the metric.

Air Cargo Digital Twin

Live airports, cargo terminals, warehouses, aircraft, ULDs, ground operations.

Air Cargo Digital Twin · Live

15 of 642 flights · 12 airports · 354 ULDs

DEL DelhiDEL · Indira Gandhi Intl · 1080kT/yr · util 84% · dwell 12.2hBOM MumbaiBOM · Chhatrapati Shivaji · 960kT/yr · util 88% · dwell 13.6hBLR BengaluruBLR · Kempegowda Intl · 480kT/yr · util 78% · dwell 9.8hMAA ChennaiMAA · Chennai Intl · 420kT/yr · util 76% · dwell 10.8hHYD HyderabadHYD · Rajiv Gandhi Intl · 280kT/yr · util 74% · dwell 9.4hCCU KolkataCCU · Netaji Subhash Chandra · 220kT/yr · util 70% · dwell 12.8hAMD AhmedabadAMD · Sardar Vallabhbhai Patel · 140kT/yr · util 68% · dwell 11.2hCOK KochiCOK · Cochin Intl · 120kT/yr · util 72% · dwell 8.6hTRV TrivandrumTRV · Trivandrum Intl · 80kT/yr · util 66% · dwell 8.2hGOI GoaGOI · Mopa Intl · 40kT/yr · util 54% · dwell 9.4hPNQ PunePNQ · Pune Intl · 60kT/yr · util 62% · dwell 10.4hGAU GuwahatiGAU · Lokpriya Gopinath Bordoloi · 30kT/yr · util 48% · dwell 13.6hAI2422 · B777F · Air India Cargo · E-Commerce · 102t · enrouteBG104 · B747-8F · Blue Dart · Pharma · 118t · enrouteQR8472 · B777F · Qatar Cargo · Garments · 96t · loadingEK9802 · B777F · Emirates SkyCargo · Perishable · 88t · loadingLH8264 · B777F · Lufthansa Cargo · Pharma · 92t · enrouteSQ7268 · B747-8F · Singapore Cargo · Electronics · 124t · enroute5X62 · B767F · UPS · E-Commerce · 58t · unloading6E9712 · A321F · IndiGo CarGo · E-Commerce · 26t · enrouteAI2664 · A321F · Air India Cargo · Mail · 22t · delayedTG6492 · B777F · Thai Cargo · Perishable · 86t · enrouteFX5012 · B777F · FedEx · Electronics · 78t · loadingAI2218 · B737F · Air India Cargo · Engineering · 18t · enrouteEY9114 · B777F · Etihad Cargo · Pharma · 92t · divertedCX2098 · B747-8F · Cathay Cargo · Electronics · 116t · enrouteAI2602 · A330F · Air India Cargo · Dangerous Goods · 64t · loadingenroutedelayeddivertedloadingunloadinglanded

Selected airport

DEL · Indira Gandhi Intl

Gateway · Delhi

Cargo

1080kT

Util.

84%

Dwell

12.2h

Customs

6.4h

Cold Hlth

92

Cong.

78

All airports

Live aircraft snapshot

enroute

8

loading

4

unloading

1

delayed

1

diverted

1

landed

0

Air cargo flow · Shipper → Gateway → Lane → Destination

Cargo Flow Sankey · Shipper → Gateway → Lane → Destination

tonnes / month

o-pharma → g-blr · 1,840 t/moo-pharma → g-del · 820 t/moo-perish → g-cok · 1,240 t/moo-perish → g-bom · 480 t/moo-ecomm → g-del · 1,620 t/moo-ecomm → g-bom · 1,180 t/moo-engin → g-bom · 640 t/moo-engin → g-blr · 420 t/mog-del → l-eur · 920 t/mog-del → l-mide · 1,180 t/mog-del → l-amer · 360 t/mog-bom → l-eur · 840 t/mog-bom → l-mide · 920 t/mog-bom → l-amer · 540 t/mog-blr → l-eur · 980 t/mog-blr → l-apac · 740 t/mog-cok → l-mide · 1,080 t/mog-cok → l-apac · 240 t/mol-eur → d-eu · 2,740 t/mol-mide → d-gulf · 3,180 t/mol-apac → d-asia · 980 t/mol-amer → d-na · 900 t/moPharma ClustersPerishable FarmsE-Comm FulfilmentEngineering / EMSDEL GatewayBOM GatewayBLR Pharma HubCOK PerishableEurope LaneMiddle East LaneAPAC LaneAmericas LaneEU ImportersGCC ImportersASEAN / NEANorth America

Cold chain, capacity & cargo journey replay

Cold chain monitor · Pharma & Perishable

1014 shipments · 24 excursions / 24h

COKDXB

Perishable · +2 to +8°C · GDP

Risk38/100
218 sh.
6 exc.

MAASIN

Perishable · +2 to +8°C · Standard

Risk34/100
108 sh.
5 exc.

COKDOH

Perishable · +2 to +8°C · GDP

Risk32/100
162 sh.
4 exc.

BLRJFK

Pharma · -20°C · IATA-CEIV-Pharma

Risk28/100
86 sh.
3 exc.

TRVAUH

Perishable · +2 to +8°C · GDP

Risk22/100
96 sh.
2 exc.

HYDFRA

Pharma · +2 to +8°C · IATA-CEIV-Pharma

Risk18/100
142 sh.
2 exc.

BOMLHR

Pharma · +15 to +25°C · IATA-CEIV-Pharma

Risk16/100
74 sh.
1 exc.

BLRBRU

Pharma · +2 to +8°C · IATA-CEIV-Pharma

Risk12/100
128 sh.
1 exc.

Terminal capacity utilization

utilization vs 85% saturation

DEL

Gateway

84%

BOM

Gateway

88%

BLR

Pharma Hub

78%

MAA

Gateway

76%

HYD

Pharma Hub

74%

CCU

Gateway

70%

AMD

Metro

68%

COK

Perishable Hub

72%

TRV

Perishable Hub

66%

GOI

Regional

54%

PNQ

Metro

62%

GAU

Regional

48%

Vertical line marks 85% saturation threshold.

Cargo journey replay · DELMAA

stage: DEL · Build-up / ULD

DEL · PickupDEL · Cargo TerminalDEL · CustomsDEL · Build-up / ULDFlight enrouteMAA · Break-downMAA · Delivery
Stagereplay

Airport congestion heatmap

Airport congestion heatmap · 24h

terminal load (0–100)

AP01234567891011121314151617181920212223
DEL
BOM
BLR
MAA
HYD
CCU
AMD
COK

Active alerts

Agentic insights

Government Mode · Air Cargo Observatory

National view of airport rankings, export cargo, perishable + pharma logistics performance.

Airport rankings · cargo throughput

RankAirportCategoryCargo (kT/yr)Util.DwellCustomsHealth
1DEL · DelhiGateway1,08084%12.2h6.4hamber
2BOM · MumbaiGateway96088%13.6h6.8hred
3BLR · BengaluruPharma Hub48078%9.8h5.2hamber
4MAA · ChennaiGateway42076%10.8h5.6hgreen
5HYD · HyderabadPharma Hub28074%9.4h5hgreen
6CCU · KolkataGateway22070%12.8h6.2hamber
7AMD · AhmedabadMetro14068%11.2h5.4hgreen
8COK · KochiPerishable Hub12072%8.6h4.8hgreen
9TRV · TrivandrumPerishable Hub8066%8.2h4.6hgreen
10PNQ · PuneMetro6062%10.4h5.2hgreen
11GOI · GoaRegional4054%9.4h4.8hgreen
12GAU · GuwahatiRegional3048%13.6h6.8hamber

Perishable cargo performance · key hubs

  • COK

    Cochin Intl

    120kT/yr · cold 94/100 · customs 4.8h

    util 72%
  • TRV

    Trivandrum Intl

    80kT/yr · cold 93/100 · customs 4.6h

    util 66%
  • National excursion rate: 1.8% · target 1.2% · COK-DXB lane is top contributor.

Pharma logistics performance · CEIV-Pharma hubs

  • BLR

    Kempegowda Intl

    480kT/yr · cold 95/100 · dwell 9.8h

    util 78%
  • HYD

    Rajiv Gandhi Intl

    280kT/yr · cold 96/100 · dwell 9.4h

    util 74%
  • Pharma export realised: ₹2,840 Cr / quarter · +6.4% YoY · BLR + HYD lead.

Export cargo · readiness scorecard

Document readiness

target 95%

92%

Customs clearance SLA

target 90%

86%

Build-up on-time

target 92%

88%

ULD availability

target 88%

84%

Cold chain integrity

target 98%

96%

Sustainability score

target 85%

78%

Data provenance

all streams nominal

CoreSync

live

node/lane telemetry · 184 streams

TimeVault

indexed +3s

historical archive · 90d hot

Constraint Graph

rebuilt 02:14 ago

147 constraints · 1,284 vars

Insight Hub

live

agent observations + briefings

Ved Fabric

live

8 agents · 45 models active