Expert Reviewers
Every CalcAI tool is reviewed and signed off by a named, credentialed professional before publication. Their name, credential number, and last-review date appear on each tool page.
James Thornton
MCS-certified energy assessor & solar installer
Reviews: Solar Panel Savings, Heat Pump Calculator
Sarah Okafor
ICAEW Chartered Accountant, ACA
Reviews: Stamp Duty Calculator, MTD Income Checker
Richard Walsh
FCA-authorised Independent Financial Adviser
Reviews: Take-Home Pay Calculator, Pension & Salary Sacrifice
CalcAI’s expert reviewers review and verify the accuracy of calculator logic and explanatory content. They are not employed by CalcAI and their review does not constitute regulated advice. Credentials are verified at onboarding and reviewed annually.