InsightsCase Studies
Management ConsultingExecution Mandate

Case Study: Cost Structure Redesign for a Logistics Company That Grew Into Losses

Turning route-level losses into a profitable operating model

By Ashish Chaudhary•September 24, 2026•3 MIN READ•Rs 4.8 Crore
Client & Engagement
Intra-City Logistics & Delivery Company
Industry Sector
Intra-City Logistics & Delivery
Jurisdiction & Geography
India
Practice Leadership
Cost Transformation & Performance Improvement
Mandate Performance Metrics
Annual RevenueRs 4.8 CrCurrent annual revenue after 18 months of growth
Revenue GrowthRs 2.2 Cr → Rs 4.8 CrRevenue nearly doubled over 18 months
Operating LossRs 32 Lakh LossOperating loss before the restructuring programme
Active Routes Analysed28Route-level P&L prepared across all active routes

Executive Mandate Summary

The logistics company had doubled revenue from Rs 2.2 crore to Rs 4.8 crore in 18 months, but operating losses widened from Rs 8 lakh to Rs 32 lakh. Northrop conducted a route-level and customer-level profitability diagnostic across 28 active routes. The analysis identified 12 routes with positive contribution, 9 with marginal contribution and 7 generating negative contribution. Customer-level analysis also showed that the bottom 15 customers were generating negative contribution after cost-to-serve. Northrop recommended exiting or repricing loss-making routes and customers while concentrating growth on profitable routes. Within six months, the company moved from a Rs 32 lakh operating loss to a Rs 6 lakh profit.

Key Transaction & Governance Challenges

  • •
    Revenue doubled, but operating losses increased because additional volume carried the same underlying cost inefficiencies.
  • •
    Seven routes had direct costs exceeding revenue, meaning the company was losing money on every trip operated on those routes.
  • •
    Profitable routes and customers were effectively subsidising loss-making routes and customers, but the company-level P&L concealed the difference.
  • •
    The bottom 15 customers generated negative contribution after accounting for disputes, re-deliveries, payment delays and custom service requirements.

Northrop Execution Architecture & Methodology

1
Northrop created a separate P&L for each of the 28 active routes, analysing monthly revenue against fuel, driver costs, vehicle EMI or rental, maintenance, tolls, insurance and allocated operating overheads. The analysis classified routes into three groups: 12 positive-contribution routes, 9 marginal-contribution routes and 7 negative-contribution routes.
2
Customer economics were analysed using revenue and cost-to-serve. The top five customers, representing 45% of revenue, generated a 25% contribution margin, while the bottom 15 customers, representing 20% of revenue, generated negative contribution after service-related costs.
3
Northrop recommended exiting or repricing the seven negative-contribution routes and renegotiating terms with the bottom 15 customers through price increases or service-level adjustments.
4
Growth investment was concentrated on the 12 routes where contribution economics supported expansion, shifting the business from volume-led growth toward profitable volume.

Section 1 - The Central Issue

The company's revenue had increased from Rs 2.2 crore to Rs 4.8 crore in 18 months, but operating losses widened from Rs 8 lakh to Rs 32 lakh.

The founder expected higher volume to absorb fixed costs. Instead, additional routes replicated the company's existing cost inefficiencies.

Section 2 - Route Economics

Northrop converted the company-level P&L into 28 individual route economics.

Each route was assessed against:

Revenue → Fuel → Driver Cost → Vehicle Cost → Maintenance → Tolls → Insurance → Allocated Overhead

The analysis revealed that the business was not uniformly unprofitable. Seven routes were destroying value while twelve were generating positive contribution.

Section 3 - Customer Profitability

Route analysis was complemented by customer-level profitability analysis.

The top five customers generated 45% of revenue and a 25% contribution margin. The bottom 15 customers represented 20% of revenue but generated negative contribution after accounting for their actual cost-to-serve.

Section 4 - Restructuring the Loss-Making Routes

The seven negative-contribution routes had been added during the growth phase to serve customers that had negotiated aggressively on price.

Northrop recommended exiting or repricing these routes rather than continuing to pursue unprofitable volume.

Verifiable Institutional Outcomes & Value Realized

  • 5 of 7 negative-contribution routes exited; 2 repriced and retained.
  • 8 of 15 unprofitable customers were repriced.
  • Annual run-rate revenue reduced from Rs 4.8 crore to Rs 4.1 crore.
  • Rs 32 lakh operating loss → Rs 6 lakh operating profit.
A

Ashish Chaudhary

Lead Engagement Partner•Cost Diagnostics, Unit Economics & Business Restructuring
Private Mandate Advisory Desk

Facing a Similar High-Stakes Transaction or Turnaround?

Northrop partners execute buy-side due diligence, fraud forensics, and financial restructuring with strict board confidentiality and unmatched technical rigor across Indian jurisdictions.

Next Documented MandateManagement Consulting

Case Study: Ghost Trainees and Unverified Placements in a Skill Development NGO

A skill development NGO reported that 1,200 youth had been trained and 840 placed in jobs under a programme funded through a ₹1.4 crore CSR contribution. The reported 70% placement rate prompted an independent review of beneficiary records, training delivery, placement claims and programme expenditure. Northrop Management Private Limited conducted a forensic verification covering beneficiary deduplication, attendance records, direct beneficiary calls, employer confirmations, offer letters, salary claims and the underlying financial trail.

View Full Mandate Record