What workarounds did people try for "How to push back against forced AI tools at work"?

Community members documented 18 workarounds: 1. correcting AI-generated errors manually 2. managing increased support and infrastructure requests caused by users relying on AI tools 3. Preparing probing questions to challenge administrators 4. Gathering research and arguments used by other countries or school systems 5. Focusing on teaching children fundamentals and verification skills at home instead 6. Ignoring the push, using AI locally for personal experiments, or selectively choosing when to use AI tools. 7. Checking both the desktop site and mobile app to see if the old feature remains available 8. Searching for the feature elsewhere on the platform in case it was relocated 9. Use Claude 10. Build connectors 11. Switch between models in most chat interfaces 12. Use Cowork to perform multi-step tasks 13. Treating AI as a junior coworker whose output must be manually audited and verified. 14. Building custom tools on personal AI subscriptions at home and transferring them to work via flash drives. 15. Developing specific prompting strategies and referencing restricted spreadsheet areas to prevent unwanted edits. 16. Using the existing standard software UI instead of AI tools 17. Building custom AI automations independently using external LLMs like Claude 18. Keeping expectations low and planning to migrate off the platform entirely

How to push back against forced AI tools at work

Employees are being pressured by leadership to adopt unreliable AI tools that introduce severe security risks and create endless clean-up work for existing staff. This makes it impossible to maintain normal workflows or prevent constant technical disruptions.

Overview

Last updated Oct 29, 2026

People affected16 accounts across 6 forums

Workarounds found18 items attempted

Community agreement387 total upvotes

What the numbers show

Counted from the threads quoted below. How we count

Most of it landed at once — the busiest month was October 2026, with 12 people.
This comes up 47.9× more often in r/Netsuite than across the site as a whole.

What people tried

Every workaround mentioned in the threads below. We haven’t tested any of them — and nobody here is claiming they worked.

18 items+ Contribute

Found another way around this?

Share your steps and trade-offs so fellow engineers don't have to reinvent the wheel. No account required.

1
correcting AI-generated errors manually
Did this help you?
2
managing increased support and infrastructure requests caused by users relying on AI tools
Did this help you?
3
Preparing probing questions to challenge administrators
Did this help you?
4
Gathering research and arguments used by other countries or school systems
Did this help you?
5
Focusing on teaching children fundamentals and verification skills at home instead
Did this help you?
6
Ignoring the push, using AI locally for personal experiments, or selectively choosing when to use AI tools.
Did this help you?
7
Checking both the desktop site and mobile app to see if the old feature remains available
Did this help you?
8
Searching for the feature elsewhere on the platform in case it was relocated
Did this help you?
9
Use Claude
Did this help you?
10
Build connectors
Did this help you?
11
Switch between models in most chat interfaces
Did this help you?
12
Use Cowork to perform multi-step tasks
Did this help you?
13
Treating AI as a junior coworker whose output must be manually audited and verified.
Did this help you?
14
Building custom tools on personal AI subscriptions at home and transferring them to work via flash drives.
Did this help you?
15
Developing specific prompting strategies and referencing restricted spreadsheet areas to prevent unwanted edits.
Did this help you?
16
Using the existing standard software UI instead of AI tools
Did this help you?
17
Building custom AI automations independently using external LLMs like Claude
Did this help you?
18
Keeping expectations low and planning to migrate off the platform entirely
Did this help you?

Tried another approach not listed above?+ Share your workaround ↑

In their words

Unedited, grouped by where they were said, most upvoted first within each place, each linked to the thread it came from.

r/sysadmin4 people · February 2026 – October 2026

“its being forced down our throat by the CEO, we have one solo "vibe coder" dev doing all the work internal because we can't afford market rates, half our staff were already offshored, and I'm expected to assist with every hiccup they encounter and basically give full admin permissions to anything”source ↗

bigbadrune · r/sysadmin · 198 upvotes

“I've had to correct him 50+ times already from AI hallucinated permission requests and he had the gall to send me a Claude response of permissions he needed with the text "Do you understand what you're reading?"”source ↗

bigbadrune · r/sysadmin · 81 upvotes

“I hate that's its been pushed on everyone and everything rather than just be treated as an experimental technology.”source ↗

Thatredfox78 · r/sysadmin · 1 upvotes

“The main problem: it fucking sucks”source ↗

Particular-Fly-7783 · r/sysadmin · 1 upvotes

“It's somehow worse tham bing for answering questions.”source ↗

Turbojelly · r/sysadmin · 1 upvotes

r/Parenting1 person · September 2026

“I would like the outcome to be “0% AI is the right amount but I expect that to be somewhat of an uphill battle.”source ↗

“I’m not trying to open a discussion here on why or why not, I’m asking for suggestions on how to constructively argue the “why not”.”source ↗

shizwizzle · r/Parenting · 45 upvotes

r/Netsuite3 people · October 2026

“I went to the "Product Launchpad" in the Expo to ask a few questions regarding the "AI Portlet". I was observing a walkthrough, and the NS Product guy got to the point of clicking a button to act on AI-recommended "Item Demand Insights". After pressing the button, the AI took about a minute (only a second in the Keynote demo). Then it generated an error saying it "couldn't complete the request".”source ↗

tigran555 · r/Netsuite · 14 upvotes

“I was not impressed at all. I don’t want 25 more half baked ai features. I want 2-3 solid ai features that work as described. No more pipe dreams.”source ↗

last10seconds00 · r/Netsuite · 9 upvotes

“Saw a demo some guy said show me how many open orders for x item, after 3 minutes of loading and thinking the guy said I could just got use the UI for this still right?”source ↗

K_M_A_2k · r/Netsuite · 3 upvotes

r/Teachers4 people · October 2026

“I am 40 kids over my normal limit. I just walked in to find out that my room was flooded. Our Dean has a giant AI poster of himself in his office. Yeah, it's bad.”source ↗

BikerJedi · r/Teachers · 11 upvotes

“The amount of AI slop used by admin is…concerning.”source ↗

hurricaneditka66 · r/Teachers · 4 upvotes

“i don't have a single class I like this year.”source ↗

narutonoodle · r/Teachers · 2 upvotes

“The amount of new data trackers created by ai coming out of our admin is very concerning.”source ↗

Akiraooo · r/Teachers · 1 upvotes

r/Etsy1 person · September 2026

“But within the past 24 hours, that feature has turned into an AI chat bot.”source ↗

“This is so much slower, as the AI “thinks” and curates, and worse for the environment, and just plain worse than the previous version.”source ↗

“Can I turn off the AI tools?”source ↗

rysfcalt · r/Etsy · 7 upvotes

r/Accounting3 people · October 2026

“someone suggested i use it to allocate costs recently and it worked for maybe... half of what I wanted it to do. Then it overwrote 2 columns of xlookups I had going with its own text when I never asked it to.”source ↗

writetowinwin · r/Accounting · 6 upvotes

“I wish Copilot was correct when I ask it a complicated accounting treatment or tax problem. It would save me the headache of working it out myself.”source ↗

redieuser · r/Accounting · 2 upvotes

“It saves us 0 time because we dont even use the AI OCR feature, but it is a built in feature of the service that cant be avoided.”source ↗

DevinChristien · r/Accounting · 1 upvotes