Abstract Background Chemotherapy-induced peripheral neuropathy (CIPN), a common problem, can impair function and quality of life in patients, potentially limiting chemotherapy and adversely affecting outcomes. Methods This trial compared investigational hand therapy intervention (Investigational) compared with a traditional occupational therapy approach (Traditional) to prevent CIPN in patients with pancreatic cancer receiving gemcitabine and albumin-bound paclitaxel containing regimens. Results forty-nine patients were enrolled with 40 evaluable for statistical analysis (21 Investigational/19 Traditional). CIPN in the hands was reported in 6 patients (28.6%) in Investigational, and 4 (21.1%) in Traditional P = .721. Kaplan-Meier analysis showed a mean time-to-event of 76.0 days (90% CI: 68.5, 83.6), and 75.8 (90% CI: 68.5, 83.2) days respectively, P = .614. Fifteen patients in each group (78.9% Traditional, 71.4% in Investigational) were censored as they did not develop CIPN. No correlation was found between CIPN risk and age, sex, BMI, disease stage, performance status, or chemotherapy dose. Conclusion Seventy-four percent of patients receiving gemcitabine, albumin-bound paclitaxel, and cisplatin did not develop CIPN of the hands by day 84. There was no statistical difference in time to onset of CIPN between the two groups. Early adaption of occupational therapy may prevent early onset CIPN in chemotherapy patients. ClinicalTrials.gov Identifier NCT05374876.