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AI Didn't Replace Our People. It Made Them 23x More Valuable.

by Donny F. Lauderback, President, F2OnSite

Check out more from F2Onsite


Last year, one decision returned 23x its cost inside our business. That decision was AI.


The past 12 months, we spent about $12,000 on AI tools across our company.


Not per month, but in total including all AI platforms and training. We determined that we use over 20 AI platforms and solutions across our company on a regular basis!


Survey of AI use at F2OnSite
What our employees use AI for on a daily/weekly basis

We conducted an extensive survey of all our corporate employees who have access

to the systems and found out how they used AI, how much time it saved them, how it improved productivity and whether they were able to reduce or eliminate cost and how they avoid spending dollars on new services and solutions.

We then were able to calculate what we got in return for our investment, ie our ROI.


The Answer: At least $273,000 in verified financial impact.


That puts our return on investment at just over 23 times our AI spend.

And that number is conservative. Regardless, the ROI is huge.


This was not a guess, again we extensively surveyed our entire corporate team, accounting, finance, recruiting, human resources, sales and marketing. We looked at time saved, work avoided, legal spend reduction, and real operational impact. Then we applied real hourly costs to real workflow changes. And this Did Not Include our Field operations!

F2OnSite's staff useage of AI
Frequency of Use of AI by F2OnSite Staff

Here is what we found.


1. Time Is the First Place AI Pays You Back


Across our team, the average AI-enabled corporate employee saves about four hours per week using AI, while some save far more.

That’s not theoretical value, it’s real time we now redirect into delivery, sales, leadership, and growth.


2. Legal Spend Was Quietly Slashed


Since we operate in all 50 states and Canada, it’s a challenge to stay in full compliance with literally hundreds of unique local and state laws and regulations. That can be expensive. We reduced our outside legal expenditure dramatically.

In fact, this past year, we spent just $1,700 on outside legal.

That is not a typo.


Most of that reduction is directly tied to using AI for legal research, compliance knowledge, unique policy creation, basic document drafting, preparation, formatting, and early review before outside legal ever touches it.

That alone saved us between $23,000 and $36,000 in one year.


3. Our Verified Financial Impact


Here is the clean math.

$250,000 in labor productivity, cost avoidance and cost reduction recaptured$23,000 to $36,000 in legal cost avoidance.$273,000 to $286,000 in verified impactAgainst $12,000 in total AI spend


That is a 23x return on investment in one year.


And that does not include several major upside areas we did not even quantify yet, such as:


Quadrupled Marketing content creation.

Spent $0 on software development and bug fixes

Creative asset generation

Resume screening

Project scoping

Automated pricing

Better more detailed and expansive proposals

TranslationProcess documentation

Training development

All of that is happening now inside our business because of AI.


4. The Most Important Part


AI did not replace our people; not one position was eliminated due to the use of AI.

It removed friction.

It removed low value busy work. It removed repetition. It removed delays. It removed bottlenecks.

What remained is higher quality thinking, more extensive training, faster execution, cleaner communication, and better decisions.

This is how we scale value.


5. The Real Lesson for Business Owners


If you think of AI as a toy, you will get toy results.

If you think of AI as a line-item expense, you will underinvest.

If you think of AI as a capital efficiency engine, a margin expansion tool, and a labor multiplier, you will start asking the right questions.


We are no longer experimenting with AI.

It is now a permanent part of how our company operates.


Final Thought

We did not build an AI department. We also didn’t eliminate any positions, we simply built an AI powered workforce that is better than ever.


That difference matters.

 

 
 

© 2026 by Prevail Resources LLC dba F2OnSite.  

F2OnSite, a division of Prevail Resources LLC, does not discriminate against any person due to their race, sex, national origin, religion, sexual orientation,

age, disability, genetic information, pregnancy, or any other protected characteristic as designated by applicable federal, state, or local laws.. 

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