AI tools are burning advisors

An eight‑month ethnographic study embedded at a 200‑person U.S. technology company found generative‑AI adoption made employees work faster, broadened the scope of tasks they attempted, and pushed work into more hours; the paper was authored by Xingqi Maggie Ye and Aruna Ranganathan and published in Harvard Business Review on Feb. 9, 2026. (hbr.org) Researchers conducted more than 40 semi‑structured interviews and documented “workload creep,” with reports of cognitive fatigue and weaker decision‑making rising as initial productivity gains faded and burnout, anxiety and decision paralysis spiked by month six of observation. (universityofcalifornia.edu) Industry adoption among advisors is already high: Advisor360° surveyed 300 U.S. advisors and reported 85% call generative AI a “help,” 76% said they’d enjoyed immediate benefits, while only 29% said they use AI to develop personalized financial plans. (businesswire.com) Advisor tooling now automates meeting notes, client onboarding, CRM updates and marketing content—tools such as the AI note‑taking platform Zocks advertise automations and CRM integrations, and F2 Strategy reporting notes some firms expect up to 90% time savings on transcription tasks. (msn.com) Harvard Business Review’s authors prescribe creating an explicit “AI practice” inside organizations—formal norms like intentional pauses, sequencing of AI‑assisted tasks, and stronger human grounding—to curb role‑blurring and prevent the productivity surge from turning into sustained overload. (hbr.org) Firms are beginning to add guardrails: Advisor360° found 82% of advisors’ firms have formal Gen‑AI policies, yet 65% of advisors still say their technology stacks need improvement, indicating adoption outpacing structured workload management. (businesswire.com)