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How Accounting Errors Sabotage Operational Efficiency - And How to Fix Them

Mar 13, 2026
|
Adversarial AI Pipeline
M
Mike's Take— Mike Sanders, Founder
“We see the same pattern in operational systems—when costs aren't allocated to the process that creates them, you can't optimize that process. Clean allocation isn't just accounting hygiene; it's the foundation for any P&L-level process optimization, and misclassification across 4 expense categories can swing gross margin by 5-10 points depending on where cloud and headcount costs land.”
How Accounting Errors Sabotage Operational Efficiency - And How to Fix Them

Misclassified expenses—especially costs dumped into G&A by default—silently erode forecasting trust and trigger department-leader fights during annual planning. Properly allocating shared costs like facilities, IT, and cloud hosting across COGS, R&D, S&M, and G&A eliminates budget surprises, produces accurate gross margins for valuation, and prevents costly reclassification scrambles during M&A diligence or IPO prep.

From the Source

"G&A is the default place to throw expenses if inexperienced accounting teams don't really know where they should go. And then it's hard to move it out after the expenses grow."

— Most Common Accounting Mistakes

Key Takeaways

  • 01G&A becomes a dumping ground when accounting teams don't know where expenses belong—and costs compound there unnoticed
  • 02Cloud hosting (AWS, GCP, Azure) must split across COGS, R&D, and S&M—dumping it all in COGS inflates or distorts gross margin
  • 03IT, facilities, and recruiting should be allocated across all expense categories by headcount or another reasonable methodology
  • 04Commission capitalization differences (3 vs. 5 year amortization) materially skew benchmarking against peers
  • 05These misclassifications surface during IPO prep or M&A diligence—fixing them late destroys trust and impacts deal metrics

Read the Source

Most Common Accounting Mistakes
Original

# Most Common Accounting Mistakes - OnlyCFO's Newsletter

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[

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[Forecasting Guide](https://www.abacum.ai/guides/nuts-and-bolts-of-improving-your-business-as-a-cfo)

Annual planning has a funny way of surfacing accounting issues.

* Why are those costs hitting my budget?

* Why is G&A so high?

* Are we sure those costs should hit gross margins?

* This vendor is used by the whole company…why is it only hitting my department?

The start of a new year (and your new annual plan) is a great time to fix these issues. No one wants to discover an accounting issue right after the annual plan is approved by the Board and then there is a variance with Plan for the rest of the year that has to be explained…

I am going to walk through the most common accounting issues I see. Some of these are accounting errors (not compliant with GAAP) while others are diversity in practice, which are also important to know when comparing to your peers.

There are LOTS of potential revenue mistakes that can be made so I will save most of those for another post, but I will cover a few below since many also impact expenses.

I see this all the time. Even large companies. Why? Because G&A is the least scrutinized category since everyone just assumes it will eventually get to the right amount with scale.

Also, G&A is the default place to throw expenses if inexperienced accounting teams don’t really know where they should go. And then it’s hard to move it out after the expenses grow.

Don’t bury expenses in G&A…

There is a lot of stuff I’ve seen companies try to sneak into G&A, but below are a few usual suspects.

* **Stuff that should be allocated** (more on this further below)

* Facilities used by everyone

* Software used by everyone

* Large IT team that has lots of team members directly supporting other categories (like S&M)

* **Bad debt expense that should have been a revenue reduction**

* Company keeps recognizing revenue after the customer is clearly not going to pay (or there is significant doubt). Example: Six months into an annual contract the customer still hasn’t paid but the company keeps recognizing revenue for the entire year. What should happen is the company should put revenue on hold once there is substantial doubt about collectibility.

* Company gives “concessions” on contracts because the customer is unhappy. This should be contra-revenue but they record it as bad debt expense.

* Finance, legal, HR, and other executive payroll-related costs

* Corporate insurance

* Financial audits

* Charitable contributions

> Show me the incentive and I’ll show you the outcome - _Charlie Munger_

Everyone wants to protect COGS so gross margins are higher given its importance in long-term valuations.

**Here is what is generally included in COGS:**

1. **Hosting costs** - AWS, GCP, inference, etc. for serving customers

2. **Support team** - Responding to customer support tickets

3. **DevOps** - People ensuring uptime and reliability of customer accounts

4. **Customer success** **management (maybe?)** \- See below

5. **Software** and other costs for above teams

**What are common mistakes?**

* **DevOps** - this is often just a part-time job in the early days so it’s in R&D and then it gets left there even as the team grows. This team is focused on maintaining customer uptime and reliability so it should be COGS.

* **Delivering services** - Some of this is obvious, but it’s the more shadow services that often get misclassified. There is someone behind processes/software making it work. These people are often expensed to R&D and occasionally in S&M.

* **Customer Success Manager** - see below

I have written long posts about the categorization of these folks. Ultimately it comes down to what they are doing.

If they are just glorified support, then COGS. If they are driving retention, upsells, cross-sells, etc., then that sounds like S&M to me.

A great way to think about it is with the following question:

> **If you fired your entire CSM function, then who would take over their responsibilities?**

Answer honestly.

If it’s your support or professional services team, then it’s probably COGS. If it’s your sales reps (or someone else in sales), then it’s likely S&M.

And often times the answer is a little bit of both. 50% in COGS and 50% in S&M (or something like that).

This is primarily costs like AWS, GCP, Azure, AI inference, etc…

These costs usually belong in the following 3 buckets:

1. **COGS** - Hosting and delivering services to customers

2. **R&D** - For the R&D team’s internal development work

3. **S&M** - Hosting and delivering services to prospects for free trials

Companies (especially earlier-stage) often dump this all in COGS or fail to allocate it properly across the above categories. Set up separate environments for each type so it’s easy to categorize.

There are certain expenses and teams that are generally allocated across all expense groups (COGS, R&D, S&M, and G&A) based on relative headcount or some other reasonable allocation methodology.

* **IT** - People and software the entire company uses

* **Recruiting** - Internal recruiting resources (sometimes this is just put in G&A)

* **General** - Facilities, company offsites, etc.

This is one of the most common accounting issues. Even companies that get audited aren’t necessarily doing this fully right. I often see this come up during IPO preparation or M&A due diligence.

Most software companies are required under GAAP rules to capitalize sales commissions and then expense them over 3 - 5 years.

Many early-stage companies don’t do this. And large companies can have different amortization periods than their peers (3 versus 5 years can make a material difference).

Make sure to think about these differences when comparing to benchmarks.

Also, I always adjust GAAP commissions so they’re equal to commissions earned when I calculate financial metrics.

[

![](https://substackcdn.com/image/fetch/$s_!p_sA!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F34511f63-d515-4c8e-9fd7-57c3c6ebb9f2_1170x1533.jpeg)

](https://substackcdn.com/image/fetch/$s_!p_sA!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F34511f63-d515-4c8e-9fd7-57c3c6ebb9f2_1170x1533.jpeg)

There are a lot of accounting mistakes (and diversity in practice) that can make benchmarking an apples-to-oranges comparison. This will also cause department leader fights in annual planning in FP&A.

Make sure your accounting is clean, or your leaders and board won’t trust you.

Correct these issues now for 2026.

Tell folks that it’s important to continue to improve accounting as you scale and that these changes are required under GAAP.

Don’t wait until you are deep in M&A diligence or prepping for an IPO…You will lose trust and it may materially impact the metrics.

**Footnotes:**

* [Download](https://www.abacum.ai/guides/nuts-and-bolts-of-improving-your-business-as-a-cfo) this guide (from Abacum) to better forecast and partner across departments.

* Check out [OnlyLawyer’s](https://www.onlylawyer.io/) latest post. **Are Legal AI companies toast?**

Below is my cheat sheet for reading income statements of software companies.

[

![](https://substackcdn.com/image/fetch/$s_!qWyY!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0d741d83-49e1-457e-b0f8-7929c2cdb9b6_1264x778.png)

](https://substackcdn.com/image/fetch/$s_!qWyY!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0d741d83-49e1-457e-b0f8-7929c2cdb9b6_1264x778.png)

Source

Most Common Accounting Mistakes

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