Why AI Adoption Surveys Don’t Reflect Reality in Financial Services
March 31, 2026A closer look at what surveys actually measure - and why adoption, usage, and impact are often conflated
Welcome to the Distinctive Insights newsletter with links to all our recent insights into the use of Artificial Intelligence and Data Analytics within Financial Services.
AI in Finance & Treasury Spotlight Report: In this Use Case and Vendor Spotlight Report, we explore how AI and data analytics are being deployed within Finance and Treasury processes of relevance to financial institutions.
🔒 Full Report (for subscribers):
https://distinctiveinsights.ai/product/ai-in-finance-treasury-spotlight-report/
🧾 Free Summary (open access):
https://distinctiveinsights.ai/product/ai-in-finance-treasury-spotlight-report-key-themes-and-trends/
💡 Or explore the key takeaways in our Critical Perspectives article:
https://distinctiveinsights.ai/critical-perspectives-ai-in-finance-treasury/
We have also published articles in our Intelligence Vault series. This series jumps into some of the data underlying our recent research. These articles are available below:
Intelligence Vault – Finance & Treasury Vendors AI Usage: This article provides short summaries on the ways that selected market solution vendors are applying AI to finance and treasury processes.
🧾 https://distinctiveinsights.ai/intelligence-vault-finance-treasury-vendors-ai-usage/
Intelligence Vault – Vendor Zoom – Trovata: This article profiles Trovata, a solution vendor for AI-powered cash forecasting.
🧾 https://distinctiveinsights.ai/intelligence-vault-vendor-zoom-trovata/
If you wish to subscribe to gain access to all premium content, here is the link: https://distinctiveinsights.ai/subscribe/
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A closer look at what surveys actually measure - and why adoption, usage, and impact are often conflated