Plyworks

LedgerOps

Financial normalization and analysis for operational decision-making.

finance analysis normalization operations

LedgerOps

LedgerOps transforms messy accounting exports into clean, comparable datasets for operational decision-making.

The Problem

Small business financial data lives in accounting systems optimized for tax compliance, not operational insight. Pulling a P&L from QuickBooks or Sage and trying to compare it to last year — or to an industry benchmark — requires manual cleanup that most operators never do.

Our Approach

LedgerOps ingests raw financial exports (CSV, QBO, Excel), normalizes chart-of-accounts structures, and produces standardized views that support actual business decisions: margin analysis, cost trending, departmental comparison, and scenario modeling.

Key Capabilities

  • Multi-format ingestion — handles the messy exports your accounting software actually produces
  • Chart of accounts normalization — maps your idiosyncratic account structure to a standard framework
  • Trend analysis — period-over-period comparison with anomaly flagging
  • Decision-ready outputs — clean datasets and visualizations for operational review

Status

In active use internally. Exploring productization for SMB market.

Let's build something.

Whether you're modernizing a shop floor, fighting a claims denial, or rethinking your production workflow — we'd like to hear about it.

Get in touch →