Introducing Smart Adjustments: The First End-to-End Solution for Point-in-Time Accuracy in E-Commerce Accounting

By

Lyndsey Bunting (CEO & Co-Founder)

Guide

~8 minutes

Launch Date: November 17, 2025

Closing the books has always assumed one thing: that the data you booked yesterday will still look the same tomorrow.

But in e-commerce, that assumption simply isn’t true.

Amazon issues retroactive corrections. Shopify orders are edited days later. PayPal updates settlement details after the fact. And suddenly the financials you trusted — the numbers you used to close a period — have changed.

For years, finance teams have been forced to choose between reopening old periods or living with inaccuracies.

Today, that changes.

We’re excited to introduce Smart Adjustments, a first-of-its-kind system that gives finance teams true point-in-time accuracy, automated adjustment entries, and complete confidence that their general ledger always stays in sync — even when upstream data drifts.

This release is the culmination of three major milestones:

  1. Snapshot Journal Entries
  2. Booking Management
  3. Smart Adjustments (Automated Adjustment Generation)

Together, these capabilities create the most advanced financial accuracy engine in e-commerce accounting.

Why This Matters (Especially at Year-End)

Year-end is the highest-risk period for finance teams.
It’s when auditors demand proof that your numbers matched reality at the time you booked them — not weeks later after Amazon, Shopify, or PayPal made retroactive changes.

Smart Adjustments gives you:

  • Accurate historical financials "as of" any date
  • Full audit trails of every upstream data change
  • Automatic deltas pushed to NetSuite or QuickBooks
  • Confidence that closed periods don’t require rework
  • Protection against missed adjustments and unexplained variances

This launch was intentionally timed for Q4 because teams need certainty now more than ever. Year-end should feel controlled — not chaotic.

The Problem: Data Drift Is the Silent Destroyer of Financial Accuracy

Every e-commerce brand experiences it:

You pull a report on October 9.
You close the books.
Everything ties.

Two days later, you run the same report — and the numbers don’t match anymore.

Why?

Because upstream systems changed something:

  • Amazon retroactively edited order-level taxes
  • Shopify updated order allocations or discounts
  • PayPal added missing settlement data
  • A marketplace corrected fees, reserves, or refunds

These changes break reconciliations, distort revenue, and undermine GL accuracy.
Until now, catching them required spreadsheets, manual research, and opening prior periods.

Real-World Examples

Shopify + PayPal — Order Edit Lag

A Shopify order is booked to deferred revenue.
Days later, PayPal sends updated settlement information or the order is revised.

Smart Adjustments detects the changes and books the correction — no manual intervention.

Amazon Inventory Updates

Amazon retroactively adjusts:

  • Shipping
  • Taxes
  • Product values

Your original entry remains preserved, and adjustments reflect every change.

Key Features at a Glance

🔹 As-of Date Filters

Travel back in time to see Journal Entries exactly as they appeared at month-end.

🔹 Powerful Drill-Through

Click any value to inspect original vs. updated transactions, with full delta transparency.

🔹 Transaction Profile Pages

Comprehensive views for:

  • Orders
  • Payments
  • Refunds
  • Bank transactions
  • Gift cards

With every journal entry tied to its underlying activity.

🔹 Centralized Booking Management

See booking status, actions required, adjustment history, and batch processing capabilities.

🔹 Automated Smart Adjustments

Daily, weekly, or monthly scheduled delta detection and GL posting.

🔹 GL Sync Visibility

Track NetSuite and QuickBooks transaction IDs directly in the platform.

The Future of E-Commerce Accounting Starts Now

Smart Adjustments represents a shift from reactive accounting to proactive accuracy.

No more:

  • Hunting for discrepancies
  • Reopening closed periods
  • Guesswork around what changed
  • Manual delta entries
  • Audit-time scrambling

Instead, you get:

  • Trust
  • Visibility
  • Automation
  • Confidence
  • Clean financials every time

As year-end approaches, the timing couldn’t be better.

This is the foundation for the next era of financial accuracy — and we’re just getting started.

Welcome to Smart Adjustments.
Welcome to accounting that finally stays in sync with reality.

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