Finance teams should know about margin leaks when they happen
Not 45 days later when the variance report arrives. We built Rivvun to close that gap.
The margin leak problem is a detection timing problem
Operators running mid-market companies see their gross margin variance only at quarter close. The data exists - it is in the general ledger the entire time. The problem is that nobody is reading it continuously.
By the time a variance report lands on a finance team's desk, the underlying leakage has already compounded across four to six billing cycles. A duplicate charge that could have been caught in week two has been paid three times. A vendor that quietly increased its unit rate in Q1 has been billing the new rate for four months without a flag.
Rivvun was founded in 2024 to run the scan that finance teams don't have the bandwidth to run manually at daily frequency. The founding team spent years managing P&L across mid-market operations and built this to solve the problem they lived with firsthand.
| Signal Type | Traditional | With Rivvun |
|---|---|---|
| Duplicate invoice | 45+ days | Within 72h |
| Pricing drift | 1 quarter | Same period |
| Budget overrun | Month-end | Before it completes |
| Cost creep | Annual review | Rolling flag |
Three people who have managed P&L from the inside
Anand Veerkar
CEO & Co-Founder
Years managing P&L at mid-market companies, building finance reporting workflows from scratch. Knows firsthand how variance reports arrive too late to act on the underlying signal. Built Rivvun to give operators the detection window they don't have today.
Priya Nambiar
Head of Product
Fintech product design background, focused on data-facing tools for finance operations teams. Has spent her career reducing analyst manual review cycles by understanding exactly what finance teams need to see - and what they don't. Shapes how Rivvun surfaces signals to be actionable, not noisy.
Dev Mehta
CTO & Co-Founder
Data infrastructure engineering, real-time stream processing systems, financial data pipeline architecture for high-volume ledger data. Built the engine that reads, normalizes, and compares general ledger data at the frequency Rivvun requires without storing sensitive transaction detail beyond the scan window.
Interested in joining as a design partner?
Five founding design-partner slots are open at no cost. If your company runs on QuickBooks, Xero, or NetSuite and you want real-time P&L visibility, we would like to talk.
Apply for Early Access