Signal 41% of early-stage teams cite legacy technology as an AI barrier against 31% of AI leaders
Summary
Deloitte finds that outdated technology weighs more heavily on finance teams early in their AI journey. Among these early-stage teams, 41% name legacy technology as a barrier to AI adoption, compared with 31% of those the report calls AI leaders. AI leaders, numbering 182 respondents, have fully deployed AI, delivered measurable value and integrated agents into the finance function. The early-stage group of 1,048 has not yet fully deployed AI use cases or shown measurable value. The report observes that these earlier adopters are struggling with the burden of legacy infrastructure, and several interviewees are working through ERP modernization. Unclear return on investment is another obstacle that falls more heavily on the early group.
Classification
Evidence 2
- Finance Trends 2026: Navigating the expanded scope of finance Deloitte Development LLC (Deloitte Insights, CFO Program) page=12;section=Trend 4: The journey to agentic insights—Many finance teams embrace AI, but ROI and agentic implementations often lag 2025 accessed 2026-07-26
- Finance Trends 2026: Navigating the expanded scope of finance Deloitte Development LLC (Deloitte Insights, CFO Program) page=13;section=Trend 4: The journey to agentic insights—Many finance teams embrace AI, but ROI and agentic implementations often lag / Figure 7 2025 accessed 2026-07-26
Part of trends 1
Directly linked issues 1
- IssueERP modernization is a multiyear precondition sitting under the finance AI agenda1 trends · 1 signals
Relation types: direct_urgent · supports
Public id: fm-33afcbf316c5
