Late and short deliveries cost CPG and food makers $100 billion a year

Late and incomplete deliveries cost U.S. and Canadian consumer packaged goods and food and beverage manufacturers roughly $100 billion a year, according to an estimate released Tuesday by supply chain software company Cleo. Just $10 billion to $11 billion of that shows up as direct costs — retailer chargebacks, expedited freight and dispute management — while $85 billion to $90 billion sits in losses that rarely appear in financial reporting: lost shelf space, smaller retailer orders, excess inventory and manufacturing inefficiencies.

The report, The $100 Billion Supply Chain Penalty: OTIF's Total Economic Impact, measures the price of missing on-time, in-full (OTIF) requirements. "A missed delivery can cost a manufacturer its next order, its shelf space, and ultimately its standing with a retailer. The chargeback captures only a fraction of that damage," Cleo President and CEO Mahesh Rajasekharan said in the release.

How strict are retailer OTIF thresholds?

Walmart's U.S. OTIF program began in July 2017, and Amazon and Target run similar standards. When Walmart tightened its rule in 2020, it required suppliers to deliver on time and in full on 98% of orders or pay a fine of 3% of the cost of goods. Retailers do not measure OTIF uniformly — a 2019 McKinsey study found no standard industry definition.

Cleo counts a delivery as successful only if it arrives by the agreed date or within the delivery window and contains the full quantity ordered. Retailers including Walmart, Kroger, Target, Costco and Publix set thresholds often above 95%, while industry benchmarks place many manufacturers at 85% to 91%.

What does the penalty structure mean for suppliers?

The asymmetry is stark. A supplier at 99% against a 95% requirement generally earns no extra financial benefit, while one at 94% can face chargebacks and lower scorecard ratings. Strong performers can win better shelf placement or promotional support, but the report says those benefits are rarely written into contracts, so suppliers often invest only enough to clear the minimum. Retailers use supplier scorecards to decide shelf placement, promotions and order allocation, meaning a weaker rating shrinks future business.

Company size shifts the exposure. Direct costs run 0.5% to 1% of revenue for manufacturers with $100 million to $500 million in sales, but 2.5% to 3% for those with $3 billion to $5 billion. Indirect costs move the opposite way, from 15% to 16% of revenue at the small end to 10% to 11% at the top. Midsize manufacturers, with $300 million to $1 billion in revenue, face the greatest risk-adjusted exposure — high indirect costs plus fast-rising direct penalties.

Why do freight costs peak in Q4?

Cleo estimates that 40% of expedited shipments happen in the fourth quarter, when promotional and holiday demand peaks, and that 5% to 15% of shipments to major retailers need expedited logistics. Many OTIF failures start before a truck is loaded: inaccurate forecasts, late purchase orders and promotional spikes push suppliers into expedited shipping or last-minute production changes.

The freight premiums compound quickly. Air freight costs five to 10 times the standard rate, team drivers 1.5 to two times, and less-than-truckload consolidation two to three times, according to Cleo. The report advises suppliers to lock in capacity reservations and carrier commitments 90 to 120 days before the fourth quarter.

What do chargeback disputes cost?

Across the U.S. and Canadian CPG industry, Cleo puts annual spending on chargeback disputes at $1.16 billion, covering deduction analysts, compliance managers, third-party platforms and recovery consultants. Citing industry estimates, the report says 60% to 70% of disputed chargebacks are written off, and 20% to 30% of successful recoveries can go to recovery-service fees. A deduction analyst dedicated to a single retail channel carries a fully loaded cost of $80,000 to $120,000 a year.

Can suppliers claw the money back?

Cleo estimates a 5- to 10-percentage-point improvement in OTIF performance could recover $11 billion to $23 billion across the market. Of the five approaches the report weighs, dispute-recovery and reporting tools require limited investment but do little about root causes, while logistics technology such as routing optimization and carrier visibility can significantly cut on-time failures but may leave demand-planning problems unresolved. Cleo sells software in a fifth category, supply chain orchestration — in February it launched Chargeback Prevention, which flags orders, shipments and invoices at risk of missing trading-partner service levels.

Organizational fragmentation is the most common failure in OTIF programs, the report finds. "The deeper problem is fragmented accountability: logistics tracks delivery performance, finance tracks deductions, and sales tracks lost business, while the connections between them go unaddressed," Rajasekharan said. "CEOs need to make OTIF a shared business priority, with clear ownership of its full financial impact."

The report recommends manufacturers measure direct and indirect OTIF costs together and assign one profit-and-loss-owning executive to the total. Readers should weigh the numbers accordingly: the figures come from modeling by a company that sells chargeback-prevention software, drawing on industry benchmarks, documented retailer programs, labor and logistics cost data, and scenario-based modeling.