OBSERVATORY / MMI

Multimodal Intelligence

Cross-mode handoff performance — where modes meet is where India's logistics cost lives. Every handoff is metered for dwell, cost, CO₂, and reliability.

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
Corridor Performance Index

v2.7.0 · Observatory

Per-corridor composite performance index.0.882026-05-25production Why
Multimodal Efficiency Model

v1.4.0 · Observatory

Cross-mode handoff dwell, cost, CO₂, reliability composite.0.862026-05-26production Why

Cross-mode handoffs

National view of all six multimodal handoff pairs.

Handoff pairVolume kT/moDwell hrsEfficiencyCost ₹/tonCO₂ idxTrend
Port ↔ Rail2,84018.4
74
48038
Rail ↔ Warehouse2,1209.6
81
22022
Road ↔ Port3,6406.2
78
38064
Road ↔ Airport6804.1
86
92070
Warehouse ↔ Dist.4,8203.4
88
14028
Port ↔ Airport24012
64
124078

End-to-end journey · Singapore → Delhi NCR DC

Full multimodal stack with leg-level transit, cost, CO₂, and reliability.

Total transit

158h

Total cost

$2010

CO₂ (idx)

59

  1. Sea

    SingaporeJNPT

    96h · $1200 · CO₂ 12 · reliability 92%

  2. Handoff

    JNPT vesselJNPT yard

    14h · $180 · CO₂ 3 · reliability 74%

  3. Rail

    JNPTICD Dadri

    38h · $420 · CO₂ 18 · reliability 86%

  4. Handoff

    ICD DadriMMLP Luhari

    6h · $90 · CO₂ 4 · reliability 82%

  5. Road

    Luhari MMLPDelhi NCR DC

    4h · $120 · CO₂ 22 · reliability 88%

Multimodal coordination opportunities

InsightHIGH CONF

Port ↔ Rail dwell compression

Multimodal Agent: 4-hour reduction at JNPT and Visakhapatnam unlocks ₹120 Cr/yr; requires DPR slot sync with DFC-W.

via Multimodal Agent · m-obs-mm + m-obs-cpiDrill in
InsightHIGH CONF

Road ↔ Airport sequencing

HYD pharma corridor: pre-clearance road slot booking reduces airport handoff dwell by 38%.

via Multimodal Agent · m-obs-mmDrill in
InsightMED CONF

WH ↔ Distribution density

Bhiwandi micro-fulfilment cluster: +88% handoff efficiency; replicate at Nagpur + Luhari MMLPs.

via Multimodal Agent · m-obs-mmDrill in

Related surfaces

Continue your investigation in adjacent modules.

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