In March 2024, the U.S. Securities and Exchange Commission (SEC) took unprecedented action.
They fined two investment advisory firms a combined $400,000 for a very specific type of fraud:
claiming to use artificial intelligence when, in reality, their systems were running on basic,
outdated statistical models.
The SEC called it out publicly.
The term they used was AI-Washing.
While that regulatory hammer fell on the financial sector,
the exact same deception is quietly suffocating your B2B software budget.
Over the last 18 months,
almost every SaaS platform in your company’s tech stack has miraculously rebranded itself as an “AI-powered workspace.”
But if you look under the hood, the reality is infuriating.
Software vendors are using the hype of artificial intelligence as a smokescreen to force aggressive price hikes,
bundle useless features, and trap remote teams in inflated enterprise tiers.
It is time to stop subsidizing the fake AI gold rush.
The "Feature Bump" Extortion
Let’s look at how this scam practically unfolds in a typical B2B procurement cycle.
For the past three years, you have been paying $20 per user, per month, for a reliable project management tool.
It does exactly what your remote team needs: tracking deadlines, assigning tasks, and organizing files.
Suddenly, you receive an email from their billing department.
They are deprecating your current “Legacy” tier.
To keep your core features, you must migrate to their new “Pro-AI” tier at $45 per user, per month.
That is a 125% price increase overnight.
What massive technological breakthrough justifies this cost?
When you test the new platform,
you find a small button that uses the basic OpenAI API to summarize task descriptions or generate polite email replies.
They did not build a proprietary machine-learning model.
They did not train an algorithm on your company’s unique workflow data.
They simply duct-taped a third-party generative text wrapper onto their existing code and passed the markup onto you.
This is the textbook definition of B2B AI-washing.
You are paying enterprise software prices for a feature your employees can already get for free on standard ChatGPT.
Why Companies Fall for the Illusion
Software vendors get away with this because they prey on Executive FOMO (Fear Of Missing Out).
When board members and stakeholders read endless headlines about how AI is going to revolutionize productivity,
they put pressure on operations managers to “modernize the stack.”
Vendors know this.
They know that if a founder sees a software solution labeled “Standard” next to one labeled “AI-Enhanced,”
they will almost always choose the latter just to feel secure, regardless of what the technology actually does.
According to enterprise tech analysts, genuine AI creates measurable intangible assets—things like proprietary data pipelines,
unique model weights, and compounding institutional knowledge.
AI-washing creates none of these. It just creates a more expensive invoice.
How to Audit Your Stack for Fake AI
You cannot afford to let your SaaS budget bleed out over marketing buzzwords.
If a vendor claims their software is “Powered by AI,” you need to interrogate that claim with extreme prejudice.
Here is a ruthless three-question audit you must run before approving any subscription upgrade:
1. Is this a Core Model or a Thin Wrapper?
Ask the vendor’s sales rep directly:
“Did your engineering team build and train this model,
or are you just calling a foundational model’s API (like Claude or GPT-4) behind the scenes?” If it is a thin wrapper,
you are overpaying.
You are essentially paying a premium toll just to access another company’s intelligence.
2. Does this solve a workflow bottleneck, or does it create one?
Many AI-washed features are solutions looking for a problem.
Having an AI agent that can automatically generate 50 sub-tasks for a single project might sound impressive,
but it usually just clutters your dashboard and overwhelms your team.
If the “smart” feature requires your employees to spend more time managing the software, it is not AI.
It is technical debt.
3. Will you price for outcomes, or just inputs?
The most forward-thinking software companies are moving away from charging “per seat”
and moving toward outcome-based pricing.
If a vendor’s AI is truly revolutionary, they should charge you based on the hours saved, the leads generated,
or the tasks successfully closed.
If they are just demanding a higher monthly flat fee for access to a chatbot, walk away.
Taking Back Your Leverage
The software industry is testing the waters.
They are pushing price hikes disguised as innovation to see how much the B2B market will tolerate.
As founders, operations managers, and IT leaders, we have the power to push back.
We can refuse the forced upgrades. We can downgrade to basic tiers.
And most importantly, we can educate our remote teams to see through the marketing noise.
Intelligence is defined by how effectively it solves a problem.
If your software stack is getting more expensive but your team isn’t getting any faster,
you don’t have an AI revolution on your hands.
You just have a billing problem.
Related Guides to Build Your System
If you are serious about untangling your software infrastructure and protecting your budget,
dive into our foundational blueprints:
Sources & References
The data and market analysis in this article are grounded in official regulatory actions and enterprise software research:
U.S. Securities and Exchange Commission (SEC): SEC Charges Two Investment Advisers with Making False and Misleading Statements About Their Use of Artificial Intelligence (Press Release 2024-36).
Gartner Research: AI Washing: The risk of overstating AI capabilities in enterprise software markets.
m3ter B2B Software Monetization: Software Pricing Predictions Report: How AI-washing negatively correlates with business growth.
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Ready to Eliminate the Friction?
Are you tired of looking at software invoices that keep creeping up while your team’s productivity stays completely flat?
You aren’t alone.
Stop letting vendors dictate your budget through confusing feature updates and fake AI promises.
Take back control of your operations today.
Take a hard look at your stack, cancel the bloat, and let your team get back to doing the deep,
meaningful work that actually moves the needle. Your revenue depends on it.
Written by Waleed Al-Qasem
Founder of ToolRelief.
I write about the intersection of technology, remote work, and human productivity.
My mission is to help teams eliminate digital noise and get back to doing deep, meaningful work.
Written by Waleed Al-Qasem
Founder of Nexio Global and ToolRelief. I write about SaaS costs, AI tool overload, and practical ways to build simpler, more efficient workflows. After spending over $47K on SaaS tools and experiencing tool overlap firsthand, I now help teams make clearer software decisions with less noise. Read my full story →
Founder of Nexio Global and ToolRelief. I write about SaaS costs, AI tool overload, and practical ways to build simpler, more efficient workflows. After spending over $47K on SaaS tools and experiencing tool overlap firsthand, I now help teams make clearer software decisions with less noise. Read my full story →