Your bank's ATM runs on code written before the internet existed. 95% of ATM transactions process through COBOL from the 1970s. The modernization problem? 70-80% of projects fail. Here's why: A major bank used AI to translate COBOL to Java. The syntax was perfect. The code compiled. Then it crashed the database in production. The AI missed a variable definition buried thousands of lines away in a separate file. It hallucinated the data type. Packed decimal became integer. The database got corrupted binary data. This is called "Lost in the Middle"—AI sees code as text, misses dependencies outside its view window. Veriprajna uses Knowledge Graphs to map the entire repository structure. We don't translate text line-by-line. We map every variable, every function call, every dependency across millions of lines of code BEFORE translation. Result: Verifiable, deterministic modernization with compile-and-test loops before deployment. 📖 Read the full technical whitepaper here: [Link in comments] Connect: 📧 [email protected] 💬 WhatsApp: +919217059957 #TechDebt #LegacyModernization #BusinessTech #CloudMigration #FinancialServices #EnterpriseIT #Veriprajna