 Having survived the change of ministries in 1806, Harrison easily weathered the fall of the coalition, and became a trusted adviser to Spencer Perceval.Harrison handled the financing of the Peninsular War, became one of the two auditors of the treasury in 1807, and helped to reorganise the audit office.He was admitted a Fellow of the Royal Society on 5 February 1807.