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By
Lyndsey Bunting (CEO & Co-Founder)
November 17, 2025
~8 minutes
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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:
Together, these capabilities create the most advanced financial accuracy engine in e-commerce accounting.
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:
This launch was intentionally timed for Q4 because teams need certainty now more than ever. Year-end should feel controlled — not chaotic.
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:
These changes break reconciliations, distort revenue, and undermine GL accuracy.
Until now, catching them required spreadsheets, manual research, and opening prior periods.
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 retroactively adjusts:
Your original entry remains preserved, and adjustments reflect every change.
Travel back in time to see Journal Entries exactly as they appeared at month-end.
Click any value to inspect original vs. updated transactions, with full delta transparency.
Comprehensive views for:
With every journal entry tied to its underlying activity.
See booking status, actions required, adjustment history, and batch processing capabilities.
Daily, weekly, or monthly scheduled delta detection and GL posting.
Track NetSuite and QuickBooks transaction IDs directly in the platform.
Smart Adjustments represents a shift from reactive accounting to proactive accuracy.
No more:
Instead, you get:
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.
January 16, 2026
~2 minutes
Blue Onion Unveils Product Feature to Combat Data Drift
If you’ve never heard of "data drift," you’re not alone. Most teams don’t realize Amazon data isn’t static. Watch this short clip where Blue Onion breaks down what’s really happening behind the scenes and how Blue Onion helps you stay in control of your numbers.
January 16, 2026
~2 minutes
Blue Onion Unveils Product Feature to Combat Data Drift
If you’ve never heard of "data drift," you’re not alone. Most teams don’t realize Amazon data isn’t static. Watch this short clip where Blue Onion breaks down what’s really happening behind the scenes and how Blue Onion helps you stay in control of your numbers.
January 16, 2026
~2 minutes
Blue Onion Unveils Product Feature to Combat Data Drift
If you’ve never heard of "data drift," you’re not alone. Most teams don’t realize Amazon data isn’t static. Watch this short clip where Blue Onion breaks down what’s really happening behind the scenes and how Blue Onion helps you stay in control of your numbers.
January 16, 2026
~2 minutes
Blue Onion Unveils Product Feature to Combat Data Drift
If you’ve never heard of "data drift," you’re not alone. Most teams don’t realize Amazon data isn’t static. Watch this short clip where Blue Onion breaks down what’s really happening behind the scenes and how Blue Onion helps you stay in control of your numbers.
January 16, 2026
~2 minutes
Blue Onion Unveils Product Feature to Combat Data Drift
If you’ve never heard of "data drift," you’re not alone. Most teams don’t realize Amazon data isn’t static. Watch this short clip where Blue Onion breaks down what’s really happening behind the scenes and how Blue Onion helps you stay in control of your numbers.
January 16, 2026
~2 minutes
Blue Onion Unveils Product Feature to Combat Data Drift
If you’ve never heard of "data drift," you’re not alone. Most teams don’t realize Amazon data isn’t static. Watch this short clip where Blue Onion breaks down what’s really happening behind the scenes and how Blue Onion helps you stay in control of your numbers.
January 6, 2026
~3 minutes
How to Do More With Less in 2026: Why AI Investments Are Shifting From Promise to Proof
As we head into 2026, one mandate dominates finance and accounting teams: do more with less. Market uncertainty, hiring constraints, and tighter scrutiny on spending have fundamentally changed how leaders evaluate technology investments, especially AI.
January 6, 2026
~3 minutes
How to Do More With Less in 2026: Why AI Investments Are Shifting From Promise to Proof
As we head into 2026, one mandate dominates finance and accounting teams: do more with less. Market uncertainty, hiring constraints, and tighter scrutiny on spending have fundamentally changed how leaders evaluate technology investments, especially AI.
January 6, 2026
~3 minutes
How to Do More With Less in 2026: Why AI Investments Are Shifting From Promise to Proof
As we head into 2026, one mandate dominates finance and accounting teams: do more with less. Market uncertainty, hiring constraints, and tighter scrutiny on spending have fundamentally changed how leaders evaluate technology investments, especially AI.
January 6, 2026
~3 minutes
How to Do More With Less in 2026: Why AI Investments Are Shifting From Promise to Proof
As we head into 2026, one mandate dominates finance and accounting teams: do more with less. Market uncertainty, hiring constraints, and tighter scrutiny on spending have fundamentally changed how leaders evaluate technology investments, especially AI.
January 6, 2026
~3 minutes
How to Do More With Less in 2026: Why AI Investments Are Shifting From Promise to Proof
As we head into 2026, one mandate dominates finance and accounting teams: do more with less. Market uncertainty, hiring constraints, and tighter scrutiny on spending have fundamentally changed how leaders evaluate technology investments, especially AI.
January 6, 2026
~3 minutes
How to Do More With Less in 2026: Why AI Investments Are Shifting From Promise to Proof
As we head into 2026, one mandate dominates finance and accounting teams: do more with less. Market uncertainty, hiring constraints, and tighter scrutiny on spending have fundamentally changed how leaders evaluate technology investments, especially AI.
December 17, 2025
~43 Minutes
Turning Year-End Chaos Into Financial Clarity
Year-end doesn’t have to be stressful. In this webinar, we break down how clean, accurate monthly financials transform year-end close from a fire drill into a clear, confident process.
December 17, 2025
~43 Minutes
Turning Year-End Chaos Into Financial Clarity
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Year-end doesn’t have to be stressful. In this webinar, we break down how clean, accurate monthly financials transform year-end close from a fire drill into a clear, confident process.
December 17, 2025
~43 Minutes
Turning Year-End Chaos Into Financial Clarity
Year-end doesn’t have to be stressful. In this webinar, we break down how clean, accurate monthly financials transform year-end close from a fire drill into a clear, confident process.
December 17, 2025
~43 Minutes
Turning Year-End Chaos Into Financial Clarity
Year-end doesn’t have to be stressful. In this webinar, we break down how clean, accurate monthly financials transform year-end close from a fire drill into a clear, confident process.
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:
Together, these capabilities create the most advanced financial accuracy engine in e-commerce accounting.
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:
This launch was intentionally timed for Q4 because teams need certainty now more than ever. Year-end should feel controlled — not chaotic.
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:
These changes break reconciliations, distort revenue, and undermine GL accuracy.
Until now, catching them required spreadsheets, manual research, and opening prior periods.
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 retroactively adjusts:
Your original entry remains preserved, and adjustments reflect every change.
Travel back in time to see Journal Entries exactly as they appeared at month-end.
Click any value to inspect original vs. updated transactions, with full delta transparency.
Comprehensive views for:
With every journal entry tied to its underlying activity.
See booking status, actions required, adjustment history, and batch processing capabilities.
Daily, weekly, or monthly scheduled delta detection and GL posting.
Track NetSuite and QuickBooks transaction IDs directly in the platform.
Smart Adjustments represents a shift from reactive accounting to proactive accuracy.
No more:
Instead, you get:
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.
Trusted by top brands, Blue Onion revolutionizes the order-to-cash reconciliation process, slashing closing times, ditching manual reconciliations, streamlining data cleaning, and boosting revenue visibility. Get to know more about us and see our solution in action today!
Connect with Blue Onion on LinkedIn for insights and the latest in automated financial operations.
