Why are AI Investments not Paying Off for Businesses?

Many businesses fail to achieve meaningful returns from AI investments in supply chain planning, with only 20% reporting real value, says BCG

Why are AI Investments not Paying Off for Businesses?

TL;DR

  • Many businesses are failing to see significant returns on their investments in AI for supply chain planning.
  • A key challenge is the 'maturity gap' in planning processes, where companies lack the structural foundations to benefit from AI.
  • Companies with higher planning maturity show significantly better forecast accuracy and reliability.
  • Maturity levels vary by region and industry, with global companies and consumer goods sectors showing the most progress.
  • Simply integrating AI into inefficient existing systems is a common mistake that leads to wasted investment.
  • To achieve meaningful value from AI, companies need to redesign processes, improve data quality, clarify decision rights, and invest in upskilling.
  • Only about 20% of companies report meaningful value gained from AI so far, with even less from agentic or generative AI.