By Shivangi Srivastava I remember the exact moment my perspective shifted on financial data quality. I was working as a Financial Data Analyst for a mid-sized financial services organization, reviewing a quarterly compliance report. Our data quality score was 94%—impressive…
By Shivangi Srivastava When I was working as a Financial Data Analyst for a mid-sized banking institution, I watched our compliance team manually reconcile thousands of transactions daily. Red flags were caught days or even weeks after they occurred. Then,…
By Shivangi Srivastava | Data Analyst & Banking Operations Expert | August 2026 The Shocking Reality: What Fraud Actually Costs Your Bank When I started my career in banking operations four years ago, I quickly realized something that most executives…
A client once told me, half-joking, that their previous bookkeeping setup consisted of “three spreadsheets, a shoebox of receipts, and hoping the accountant remembered what happened in March.” That’s more common than most business owners would admit publicly, and it’s…
I want to start with a conversation I’ve had, in one form or another, with probably a dozen small business owners over the past couple of years. It usually goes something like this: “Our books are a mess, we need…
