AI: big promise, real caution
Institutions are deploying AI to scale personalization and segmentation, but CFOs’ confidence in AI payoffs outpaces researchers’ evidence — and some AI tools are slipping past ethical and procurement checks in sensitive sectors. In short: AI can boost targeting, but the results and risks still need rigorous vetting. (fortune.com) (accessnow.org)
A March 2026 Grant Thornton survey of more than 230 finance leaders found CFOs accelerating practical, targeted AI investments even as many respondents flagged uncertainty around execution. (grantthornton.com) Deloitte’s Q4 2025 CFO Signals reported that 50% of CFOs named digital transformation of finance as their top priority for 2026, signaling budget support for scaling personalization tools. (deloitte.com) A March 26 roundup of CFO views noted widespread executive optimism but cited researchers who say measurable, generalizable financial gains from AI deployments have not yet materialized at scale. (finance.yahoo.com) A peer-reviewed literature review described the empirical record on AI’s business and humanitarian impacts as “fragmented,” highlighting inconsistent ROI and limited rigorous impact evaluations across contexts. (sciencedirect.com) Access Now’s March 2026 report documents multiple instances of algorithmic systems entering humanitarian operations without standard procurement or human-rights due diligence and coins “algorithmic capture” to describe the effect of poorly governed donations. (accessnow.org) The same Access Now report includes case studies (including a Wikimedia Foundation human-rights impact assessment and a “hidden geopolitics” example) and echoes a 2025 Humanitarian Leadership Academy baseline that found rapid, often undocumented AI uptake across aid actors. (accessnow.org) Access Now recommends rebuilding procurement with explicit IT, cybersecurity, legal, and digital-protection gates, while UN OCHA’s briefing notes call for human oversight, impact assessments, and strengthened data governance for humanitarian AI. (accessnow.org) Industry analysts and conference reporting (Gartner coverage summarized by PCMag) warn pilots commonly fail to convert to ROI without “clean data, modernized architectures, and human judgment,” a set of prerequisites that many organizations, including CFO offices, still lack. (pcmag.com) Salesforce research showing CFOs shifting AI spend toward growth and personalization underscores the gap between executive appetite for scaled targeting and the current evidence base and governance shortfalls documented by researchers and humanitarian watchdogs. (salesforce.com)
