TurboTax Used AI to Implement Tax Law in Hours

When the One Big Beautiful Bill arrived as a 900-page unstructured document with no IRS forms and a hard deadline, Intuit's TurboTax team used AI to compress months of tax code implementation into days. Their workflow combined commercial AI tools, a proprietary domain-specific language, and a custom unit test framework. Tax director Joy Shaw, a 30-year Intuit veteran, said AI rapidly distilled complex legislation down to relevant customer provisions, enabling coding to begin before official forms were even published. The resulting workflow serves as a replicable template for any regulated-industry development team.