BOSTON—Customer expectations for AI in logistics are rising, even as most companies across the sector remain in the early stages of implementation. More than 40% of shippers now take logistics providers’ AI capabilities into account when selecting partners, but fewer than 10% currently treat AI as a mandatory criterion. At the same time, about 40% of logistics service providers have moved beyond pilots, while only about one in ten have scaled AI across core operations.

These are among the findings of a new report by Boston Consulting Group (BCG), AI Is Already Moving the Logistics Industry Forward . The report is based on a January 2026 survey of more than 180 logistics providers and shippers across Europe, North America, Asia Pacific, and the Middle East, conducted by BCG with support from Alpega, a logistics software company offering transport management and freight exchange solutions, whose data also informed the study.

“Interest in AI is rising faster than implementation across logistics,” said Markus Weidmann, a managing director and partner at BCG and a coauthor of the report. “Many companies have moved beyond experimentation, but only a small share have embedded AI into core operations at scale. The next challenge is less about access to technology and more about execution, integration, and building the capabilities to capture measurable value.”

From Experimentation to Implementation

A growing gap remains between interest in AI and operational scale. About 40% of logistics service providers report deploying AI beyond pilots, but only about one in ten have embedded AI into core operations at scale. Just 13% report measurable value from AI.

LSPs and shippers also show broad alignment on where AI matters most. Survey respondents identified transport planning and execution, forecasting, and visibility as the areas where AI can deliver the greatest value. Nearly 80% cited cost reduction and operational efficiency as the main triggers for adoption.

The biggest barriers to adoption are no longer technology cost or complexity. Respondents most often cited unclear ROI and internal capability gaps as the main obstacles to scaling AI.

Regional Differences Remain Pronounced

Regional differences in AI maturity across logistics remain substantial. In Asia Pacific, 31% of logistics providers report embedding AI into core operations, compared with 14% in North America and 6% in Europe.

European logistics providers may face increasing competitive pressure as customer expectations for AI capabilities continue to rise. Across the industry, respondents pointed to workforce capabilities and integration into day-to-day operations as the main requirements for moving beyond pilot programs.

“Technology is no longer the bottleneck. What matters now is organization, capability, and the ability to integrate AI into daily operations,” said Daniel Cohen, CEO of Alpega Group. “Companies that act now can unlock new levels of efficiency and strengthen their competitiveness for the long term.”

Investment Is Shifting Toward Integration and Reskilling

Many logistics providers are now prioritizing implementation over experimentation. Roughly 60% of LSP respondents said that integrating AI into existing systems will be their main investment priority over the next one to two years.

Download a copy of the report here .

Media Contact:
Eric Gregoire
+1 617 850 3783
gregoire.eric@bcg.com

About Alpega

Alpega Group is a leading pan-European logistics software company offering end-to-end transportation solutions that empower shippers, carriers, and logistics professionals to streamline and optimize transport execution within their supply chain. With decades of industry expertise, Alpega provides powerful Transportation Management Systems (TMS), a collaborative Transport Execution Platform, Freight Exchange solutions, and digital tools that drive efficiency, visibility, and collaboration across the transportation ecosystem.

ボストン コンサルティング グループ(BCG)

BCGは、ビジネスや社会のリーダーとともに戦略課題の解決や成長機会の実現に取り組んでいます。BCGは1963年に戦略コンサルティングのパイオニアとして創設されました。今日私たちは、クライアントとの緊密な協働を通じてすべてのステークホルダーに利益をもたらすことをめざす変革アプローチにより、組織力の向上、持続的な競争優位性構築、社会への貢献を後押ししています。

BCGのグローバルで多様性に富むチームは、産業や経営トピックに関する深い専門知識と、現状を問い直し企業変革を促進するためのさまざまな洞察を基にクライアントを支援しています。最先端のマネジメントコンサルティング、テクノロジーとデザイン、デジタルベンチャーなどの機能によりソリューションを提供します。経営トップから現場に至るまで、BCGならではの協働を通じ、組織に大きなインパクトを生み出すとともにより良き社会をつくるお手伝いをしています。

日本では、1966年に世界第2の拠点として東京に、2003年に名古屋、2020年に大阪、京都、2022年には福岡にオフィスを設立しました。