I’m Suman, a corporate accounting and finance professional building practical AI workflows for real accounting problems.
After years in corporate accounting, I know how much time teams lose during close, GL review, reconciliations, accruals, reporting, and Excel-heavy processes.
I started AI First Controller Lab because accountants need a practical place to explore AI beyond the hype.
This is a space for controllers, accounting managers, finance professionals, and AI-curious accountants to learn, test, and share real-world AI use cases.
The focus is simple: practical workflows, anonymized data, human review, and controls.
AI should not replace accounting judgment.
But it can help accounting teams reduce repetitive work, ask better review questions, document their process, and spend more time analyzing and explaining the numbers.
That is why I’m building this lab.