"A zero could become an 'O' or a single digit could be mistyped. Time got charged to the wrong job, invoices went out wrong, and because incorrect invoices didn't get paid, our cash flow took a hit. In one stretch, that simple and routinely overlooked disconnect nearly cost us $10 million."

— Hari Vasudevan · Authority Magazine interview — the real-world problem that sparked KYRO AI
"Working capital improved by 100 percent even as the business grew by over 50 percent, invoices became more accurate, and we started getting paid on time. A contractor doesn't run out of work, they run out of cash."

— Hari Vasudevan · Authority Magazine interview, citing Neil Shah of CFMA — on KYRO's financial impact