UNDERSTAND / EXE
Execution Intelligence
Palantir-grade causal investigation. Root-cause, bottlenecks, constraints, delay drivers and flow optimization — all wired into the live data fabric.
AI Models Used on this page
Every insight on this page is traceable to a model and an agent. No black-box AI.
| Model | Purpose | Conf | Last refresh | Status | Explain |
|---|---|---|---|---|---|
| Corridor Bottleneck Prediction v2.9.1 · Congestion | Locate emerging bottlenecks along corridors. | 0.88 | 2026-05-20 | production | Why |
| Root Cause Discovery Engine v3.1.0 · Foundation | 5-whys causal decomposition. | 0.88 | 2026-05-24 | production | Why |
| Graph Reasoning Engine v2.4.0 · Foundation | Reasoning over the network graph. | 0.89 | 2026-05-25 | production | Why |
| Constraint Solver v6.0.0 · Foundation | Feasibility + assignment under constraints. | 0.93 | 2026-05-26 | production | Why |
Execution indicators
Open bottlenecks
Critical RCAs
Binding constraints
Delay drivers
Exposure
Recoverable
Root cause analysis engine
Root-cause analysis
5-whys decomposition tree
Delay driver analytics
Pareto contribution to system delay
Yard congestion
Network28%
Customs hold time
Process19%
Crane availability
Asset14%
Weather / monsoon
External11%
Chassis pool tightness
Asset9%
Rail interchange dwell
Network8%
Labor / strike risk
External6%
Documentation rework
Process5%
Bottleneck explorer
Bottleneck explorer
Ranked by daily lead-time impact
Constraint graph explorer
Constraint graph explorer
12 constraints · 12 dependencies
Causal analysis network
Causal analysis network
Driver → outcome flow · 11 causal edges
Flow optimization center
Flow optimization center
4 scenarios modeled
Quick actions
Trace upstream graph
Walk the upstream constraint graph for any bottleneck.
Explore
Generate Ved brief
LLM-authored executive brief summarizing today's RCA.
Generate
Related surfaces
Continue your investigation in adjacent modules.
Economic Intelligence
Cost, revenue, and unit economics.
Digital Twin
Simulated network state and what-ifs.
Ved Intelligence
Reasoning engine across the data fabric.
Model Catalog
Every AI/ML model, inputs, outputs, lineage.
Executive Briefings
Auto-generated briefings, grounded in models.
Board View
Print-ready, 6-tile executive snapshot.