import './Features.css'
const features = [
{
icon: (
),
color: '#f97316',
colorBg: 'rgba(249,115,22,0.1)',
title: 'Intelligent Shipment Grouping',
desc: 'AI-driven geographic clustering (scikit-learn KMeans) identifies shipments that can be consolidated. Considers size, route compatibility, and delivery time windows automatically.',
badge: '5-Agent Pipeline',
},
{
icon: (
),
color: '#10b981',
colorBg: 'rgba(16,185,129,0.1)',
title: 'Capacity Optimization',
desc: 'OR-Tools CP-SAT integer programming solver maximizes vehicle utilization. Minimizes empty miles and partially loaded trips — with First-Fit-Decreasing fallback for speed.',
badge: 'OR-Tools Solver',
},
{
icon: (
),
color: '#3b82f6',
colorBg: 'rgba(59,130,246,0.1)',
title: 'AI Route Optimization',
desc: 'Multi-stop route sequencing using nearest-neighbor TSP and OR-Tools. Optimizes distance, time, cost, and delivery window constraints dynamically.',
badge: 'Multi-stop TSP',
},
{
icon: (
),
color: '#f59e0b',
colorBg: 'rgba(245,158,11,0.1)',
title: 'Scenario Simulation',
desc: 'Compare different consolidation scenarios side-by-side. Simulate parameter changes (radius, time tolerance) and see impact on utilization, trips, and cost before deploying.',
badge: 'What-if analysis',
},
{
icon: (
),
color: '#ec4899',
colorBg: 'rgba(236,72,153,0.1)',
title: 'Continuous Learning (RL)',
desc: 'Q-learning reinforcement agent learns from every consolidation run. Automatically tunes clustering radius and time tolerance for optimal results over time.',
badge: 'Self-improving',
},
{
icon: (
),
color: '#06b6d4',
colorBg: 'rgba(6,182,212,0.1)',
title: 'Carbon & Cost Tracking',
desc: 'Every consolidation quantifies CO₂ savings, fuel reduction, and cost impact. Track carbon credits earned ($25/ton) and fuel saved (₹/km) in real-time.',
badge: 'ESG metrics',
},
]
export default function Features() {
return (
Capabilities
AI Load Consolidation + Route Optimization
Combining Problem Statement #5 (Load Consolidation) and #4 (Route Optimization)
into a unified AI engine that maximizes vehicle utilization and minimizes cost.