Cleo Research Estimates OTIF Failures Cost North American CPG and Food & Beverage Manufacturers Approximately $100 Billion Annually

Cleo research estimates that On-Time, In-Full (OTIF) performance failures cost North American consumer packaged goods and food and beverage manufacturers approximately $100 billion annually. Roughly 90% of the estimated impact comes from indirect costs, including lost sales, reduced shelf presence and excess inventory.

Analysis

The useful signal is operational, not the headline-sized estimate: unreliable fulfillment can erode CPG economics through lost shelf access, retailer deductions, and inventory buffers, while also making demand and production planning less efficient. That favors suppliers able to improve order-to-cash and shipment visibility, but it does not establish that the reported industry cost is addressable software revenue. The figure comes from a platform vendor’s research; methodology, sample, and the portion recoverable through technology need verification.

Potential beneficiaries include supply-chain integration and visibility providers such as Descartes Systems Group, Manhattan Associates, and SPS Commerce. The indirect losers are CPG suppliers with weak fulfillment execution, particularly where retailer relationships or product freshness make missed deliveries costly; stronger operators could gain shelf allocation without category growth. The second-order risk is that companies respond by carrying more safety stock or shifting to more reliable, potentially costlier logistics, pressuring working capital or gross margin before service levels improve.

There is no immediate catalyst or evidence here of a sector-wide deterioration, customer spending, or measurable earnings impact. Over 1–3 months, test the thesis against CPG earnings commentary on retailer deductions, service levels, inventory, and supply-chain technology budgets. Over 6–18 months, wider adoption could support software demand, but implementation complexity and integration with legacy systems may delay returns. Contrarian point: the large economic-cost estimate may overstate the near-term software opportunity because a material share of losses may not be preventable by orchestration tools.

Key Decisions for Investors

• No trade on the release alone. Treat it as a diligence prompt, not proof of incremental software demand; verify the study methodology and whether cited costs are preventable, recurring, and within buyers’ control.
• Build a watchlist of Descartes Systems Group, Manhattan Associates, and SPS Commerce as potential beneficiaries, but require evidence in bookings, customer commentary, or guidance before taking exposure. Falsify the demand thesis if supply-chain software growth or implementation activity weakens despite continued fulfillment concerns.
• Monitor CPG earnings for retailer deductions, OTIF/service-level trends, inventory growth, and logistics costs. A combination of persistent service failures and rising inventory or deductions would strengthen the view that execution is an earnings risk; improving service without margin or cash-flow deterioration would weaken it.