Hydrogenation of biobased compound can add value to platform molecules obtained from biomass refining. Herein, we explore the hydrogenation of 2‐furancarboxylic acid (FCA), a derivative of furfural, with H2 generated in situ by NaBH4 hydrolysis at ambient conditions. Nearly complete conversion of FCA was obtained with tetrahydrofuroic acid (THFA) and 5‐hydroxyvaleric acid (5‐HVA) as the only two reaction products over Pt nanoparticles supported on hierarchical ZSM‐5. Small Pt nanoparticles (2 to 3 nm) were stabilized by ZSM‐5 nanosheets. At an optimized Pt loading, the Pt nanoparticles can catalyze the hydrolysis of NaBH4 and the subsequent hydrogenation of FCA with the assistance of Brønsted acid sites. Nanostructuring ZSM‐5 into nanosheets and its acidity contributes to the stability of the dispersed Pt nanoparticles. Deactivation due to NaBO2 deposition on the Pt particles can be countered by a simple washing treatment. Overall, this approach shows the promise of mild hydrogenation of biobased feedstock coupled with NaBH4 hydrolysis.