Small Firms Struggled With Inventory Efficiency in 2026

SMBs faced rising dead stock levels and supplier volatility, prompting a shift toward AI-driven planning.

Updated on Sept. 28, 2026 in Economic Indicators

Isometric editorial illustration of a shipping container and pallets on a warehouse floor, representing modern supply chain management.
Small and mid-market businesses face rising dead stock and supply chain volatility, forcing firms to adopt AI-driven inventory management to protect margins. AI Illustration. Upload story photo >

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A 2026 survey of 2,500 small and mid-market businesses found that dead stock levels have doubled since 2024. Most firms, which typically manage $1 million to $50 million in annual sales, struggled to keep pace with top-performing peers who achieve double the annual inventory turns.

Why it matters

Operators are grappling with supplier lead-time variability and price fluctuations that threaten margins. These challenges have forced a shift toward improved data visibility and AI-based inventory management to stabilize supply chains during peak planning seasons.

Surveyed businesses averaged 4 inventory turns per year compared to 8 for top performers. Since 2024, the proportion of companies holding more than 10% of inventory as dead stock has doubled, with 29% of respondents citing lead-time swings as a primary operational hurdle.

The players

Netstock

A provider of inventory management software that supplies data analytics and benchmarking for small and mid-market businesses.

The details

To combat volatility, businesses are deploying AI to increase supply chain visibility and better anticipate shifting demand. Despite these efforts, data integrity and security remain the top barriers to AI adoption, cited by 39% of respondents. Operators are now prioritizing supplier predictability to navigate the complexities of raw material price fluctuations and shipping costs.

Timeline

  1. 2024 served as the comparative baseline for inventory and AI data analysis.

  2. 2026 marked the publication of the Netstock Benchmark Report on business operations.

  3. 2027 represents the current planning horizon for small businesses preparing for upcoming cycles.

Market Landscape

This development follows the trends identified in the 2026 Netstock Benchmark Report regarding the growing divide in supply chain maturity. It signals a move away from manual inventory tracking toward automated, high-visibility models as firms look toward 2027.

Operators should benchmark their current annual inventory turns against the sector average of four to identify potential capital tied up in dead stock. Implementing better data integration is now essential for managing lead-time variability as you finalize budgets for the 2027 planning season.

The takeaway

The gap between top-performing firms and the average SMB is widening, largely due to inventory bloat and poor lead-time visibility. Focus on improving data integrity before integrating AI tools to ensure your inventory management systems can provide actionable, accurate insights.

Further reading

For more on the macro conditions affecting small business operations, visit the Economic Indicators section.

Source note: This article includes information reported by WWD.

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Do you believe small businesses are currently well-equipped to manage modern supply chain and operating challenges?

Small Firms Struggled With Inventory Efficiency in 2026 | Highwise Business