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Fleet Sizing & Fleet Mix Optimization Software India

Fleet sized. Capacity planned. Before dispatch begins.

Enmovil's AI-native fleet management software for India analyses lane-wise shipment demand, VAHAN-verified vehicle data, AIS 140 GPS utilisation records, and FASTag movement history via ULIP — producing a structured capacity plan that determines your dedicated, contract, and spot fleet mix across every plant, warehouse, depot, and dealer network node, before dispatch planning begins.

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The problem

Why manual fleet sizing fails at scale

Fleet sizing run on last year's data means over-contracted lanes and under-resourced ones — found only after dispatch is already in motion.

  1. Fleet decisions made on instinct

    Vehicle count and carrier mix set from last year's pattern, not current demand — lane imbalances surface only after dispatch is already running late.

  2. Spot procurement as the default

    Without a structured capacity plan, spot fills gaps contracted fleet could cover — at a 30–50% rate premium on North-Central, West Coast, and East Zone corridors.

  3. Route consolidation missed at scale

    Multi-yard to multi-dealer legs and geo-aligned drop clustering stay invisible without full-network visibility.

  4. No visibility before the plan breaks

    Capacity shortfalls surface during dispatch, when fleet restructuring is no longer possible. Axle load penalties, permit lapses, and BS6 gaps stack costs a demand-driven plan would have caught upfront.

Fleet optimization must run on real demand signals — and produce one plan dispatch, procurement, and leadership all act from.

How it works

How Enmovil fleet sizing works — Analyse. Determine. Plan.

From historical shipment data to a network capacity plan — fleet sized, carriers allocated, spot structured, before dispatch begins.

Fleet Sizing: How Enmovil fleet sizing works — Analyse. Determine. Plan.
  1. 01

    Analyse

    Historical shipment volumes, AIS 140 GPS utilisation, FASTag transit times via ULIP, and consolidation opportunities per lane and node. VAHAN records feed fleet condition and permit/fitness timelines.

  2. 02

    Determine

    Capacity requirements, vehicle mix against BS6 and axle load norms, and carrier contracting needs per O-D pair. Overloading risk flagged before confirmation.

  3. 03

    Plan

    A structured capacity plan by tier — dedicated, contract, spot — per lane. Executable baseline before dispatch planning begins.

Technical details · capabilities and constraints
Network & Route Optimisation
Best route plan across a multi-node network — shipments consolidated, routes sequenced, mode and carrier matched per lane, including multi-yard to multi-dealer routes with interim stops.
So you canConsolidate into fewer, fuller trips planned against your network's real structure.
Multi-Point Load Clubbing
Combines pickups across nodes into higher-utilisation trips using geo- and SLA-aligned drop-point clustering for dealer networks, CFA clusters, and urban distribution.
So you canMove more per trip — fewer vehicles, fewer empty miles, no axle load breach.
Fleet Decisioning & Carrier Allocation
Shipment demand allocated Dedicated → Contract → Spot in priority order, with a spot tender workflow for carrier bidding when spot is required.
So you canUse contracted fleet first, spot only when structurally necessary — auditable tender workflow per lane.
Vehicle Mix Selection
Right trailer or vehicle type per shipment on capacity, route constraints, axle load norms, and load characteristics. BS6 compliance per unit; spot-rate comparison picks the best FTL when contract capacity is exhausted.
So you canMatch the right vehicle to the right load on every lane.
Fleet Capacity Waterfall
Demand allocated in priority — dedicated first, contract next, spot last — each tier checked against availability, permit/fitness status, and lane suitability before escalation.
So you canStop running idle contracted vehicles alongside expensive spot hires.

Fleet capacity planning — Constraints configured once, applied automatically

Network Inputs

  • Plants & manufacturing units
  • Warehouses & distribution centres
  • Regional depots
  • Dealer & retail networks

Demand Data Sources

  • Historical shipment demand by lane
  • Lane-wise movement data and frequency
  • Vehicle utilisation records (AIS 140 GPS)
  • Route distance, cost structures, and ERP/TMS integration

India Compliance

  • AIS 140 GPS mandate tracking per vehicle
  • FASTag transit time data via ULIP integration
  • Axle load norms and overloading penalty avoidance
  • BS6 vehicle compliance flag
  • Permit and fitness renewal status per fleet unit
  • VAHAN database cross-reference

Optimisation Controls

  • Dedicated → Contract → Spot waterfall sequence
  • Multi-point load clubbing and geo-clustering
  • Lane-wise VFR floor enforcement
  • Spot tender automation and rate comparison
Ask CADDIE

Ask your fleet planning platform anything — Caddie AI

Caddie reads live fleet and capacity data — lane requirements, allocation status, spot history, FASTag transit times, network gaps — and answers in plain language. No spreadsheets, no carrier calls, no manual gap analysis.

From Fleet Gap to Carrier Strategy — One Conversation

caddie · fleet sizing
Which lanes are under-resourced against this quarter's demand forecast?
6 lanes under-resourced against Q3. Largest gaps: North-Central corridor — contracted capacity covers only 61% of projected demand — and West Coast, where dedicated fleet drops by 3 vehicles from Week 8 on lease expiry. The remaining 4 lanes have minor gaps addressable through load clubbing.
1 / 4

Caddie turns fleet and demand data into capacity decisions — before gaps become dispatch problems or unplanned spot costs.

SEE CADDIE + FLEET SIZING TOGETHER — Ask Caddie about your own network gaps in a live demo →

Results

What demand-driven fleet capacity planning delivers for logistics operations

  • Live

    Demand-driven fleet sizing from real lane data — not last season's numbers

  • 3-Tier

    Dedicated → Contract → Spot waterfall applied every capacity run

  • ↓

    Spot Cost

    Contracted capacity maximised before spot is ever triggered

  • Full

    Network

    Plant to dealer — every node, every lane, every carrier tier covered

  • 0

    Last-Minute Spot Calls

    Carrier strategy structured upfront, not improvised at dispatch

Ranges seen across Enmovil deployments · your KPIs are set against your own baseline

Case studiesSee the results in production, by industry

Manual reality

BEFORE — Manual Fleet Sizing:

  1. Fleet sized from last year's lane volumes and planner experience.
  2. Spot carriers used as default overflow on every corridor.
  3. Lane imbalances discovered only when dispatch is under pressure.
  4. No consolidation analysis across multi-node networks.
  5. Overloading penalties and permit lapses absorbed as operational cost.

With Enmovil

AFTER — With Enmovil Fleet Management Software:

  1. Demand analysed by lane using historical shipment data and AIS 140 GPS utilisation records.
  2. Fleet mix calculated — dedicated, contract, and spot tiers sized per lane.
  3. Dedicated → Contract → Spot waterfall applied, maximising contracted capacity first.
  4. Consolidation opportunities surfaced automatically across the full network.
  5. Axle load compliance, BS6 status, and permit/fitness renewal tracked per vehicle before the plan is confirmed.

The Operational Shift, Across Every Role

  • FOR LOGISTICS PLANNERS

    Dispatch starts from a demand-validated fleet baseline with the waterfall applied — spot triggered only where structurally necessary.

  • FOR PROCUREMENT & CONTRACTS TEAMS

    Carrier contracting requirements set by lane and volume before the contracting cycle opens. Spot tender workflow replaces ad-hoc calls with an auditable, lane-cost-backed process.

  • FOR SUPPLY CHAIN LEADERSHIP & FINANCE

    Network capacity plan with cost modelling across all three tiers. FASTag via ULIP gives verified transit benchmarks; axle load and BS6 tracking cut penalty exposure and support ESG reporting.

  • FOR CARRIER PARTNERS

    Lane volumes and frequency shared in advance through structured tendering — rate transparency and selection logic feed back into the next cycle.

Trusted by industry leaders

Industries served

See all industries →
  • Motoryzacja

    Motoryzacja

    Dispatch Planning

  • FMCG

    FMCG

    Forecasting

  • Budownictwo

    Budownictwo

    Dispatch Planning

  • Przemysł

    Przemysł

    Tracking & Visibility

  • Farmacja

    Farmacja

    Tracking & Visibility

  • Ropa, gaz i energia

    Ropa, gaz i energia

    Dispatch Planning

  • Elektrotechnika

    Elektrotechnika

    Tracking & Visibility

  • Telekomunikacja

    Telekomunikacja

    Dispatch Planning

Questions

What buyers ask us first.

Asked in discovery calls, answered plainly.

  1. Enmovil's AI-native fleet management software for India analyses lane-wise shipment demand, VAHAN-verified vehicle data, AIS 140 GPS utilisation records, and FASTag movement history via ULIP — producing a structured capacity plan that determines your dedicated, contract, and spot fleet mix across every plant, warehouse, depot, and dealer network node, before dispatch planning begins.

Next in the flow

Adjacent supply chain modules

New to the topic? Read the guide: What is dispatch planning and route optimization?

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