Algorithms are screening resumes. AI tools are summarizing performance metrics. With only a few keystrokes and a prompt, emails, policies, and job descriptions are drafted. In many workplaces, this is happening quietly, without formal guidance, training, or oversight. That’s where the risk lies.
Artificial intelligence is no longer a future-facing experiment. It’s embedded in daily work processes, often through tools employees adopt on their own. And while AI can improve efficiency and productivity, untrained or unsupervised use can expose employers to legal, operational, and reputational problems, especially when AI influences employment decisions.
For employers, the question is no longer whether AI is being used.
It’s whether it’s being used carefully, consistently, and defensibly.
Why AI training is a workplace issue, not just a tech issue
Employment laws haven’t changed just because the tools have.
Anti-discrimination laws still apply. Privacy obligations still apply. Recordkeeping expectations still apply. What has changed is how quickly decisions can be made, replicated, and scaled by AI systems, and how difficult it can be to explain those decisions after the fact.
Courts and regulators are paying closer attention to:
- biased or opaque hiring tools,
- automated screening processes,
- AI-generated performance evaluations, and
- decisions made without meaningful human review.
When problems arise, employers are often asked:
- Who was trained to use this tool?
- What guidance were they given?
- What oversight existed?
- How were risks identified and addressed?
These questions are hard to answer if training was informal or non-existent.
The hidden risk of ‘figure it out as you go’
Many employers assume AI training means teaching employees how to use a tool efficiently. That’s only one piece of the puzzle.
Untrained employees may:
- rely on inaccurate or fabricated AI outputs,
- unknowingly introduce bias into hiring or promotion decisions,
- input sensitive or confidential information into external, non-private platforms, or
- defer to AI recommendations without questioning them.
When AI influences employment decisions, human judgment is essential. Employers remain responsible for the outcomes, even when a machine played a role.
Oversight matters more than the tool itself
One of the most common misconceptions about AI in the workplace is that responsibility shifts to the technology. It doesn’t.
AI outputs must be reviewed, questioned, and, when necessary, overridden. Managers and supervisors need to understand when AI should inform a decision, and when it should not.
This is particularly important in areas like:
- hiring and screening,
- performance management,
- discipline, and
- employment termination decisions.
When AI is treated as neutral or infallible, problems follow quickly.
Policies, training, and documentation go hand in hand
As AI use expands, employers are expected to think intentionally about:
- which tools are approved,
- what data can and cannot be used in prompts,
- how employees are trained,
- how bias is monitored, and
- how concerns are escalated.
Training alone is not enough. Policies without training are ineffective. And neither offers much protection if decisions and oversight are not documented.
The challenge for employers is that there is no one-size-fits-all approach. AI use looks different across roles, departments, and industries – and so do the risks.
Takeaways for employers
AI can be a powerful tool. It also can quietly create exposure when it’s adopted faster than policies, training, and oversight can keep up.
For employers, the real risk isn’t using AI. It’s using AI without a plan.
If you need guidance on workplace AI use, employee training, or policy development, we’re here to help. We work with employers to navigate evolving expectations while protecting their businesses and their employees.
Call us at 973.787.8442, or email us at legaladmin@alixrubinlaw.com.
You can also check out our Employers Peace of Mind Package.
This blog is for informational purposes only. It is not offered as legal advice, nor is it intended to create an attorney-client relationship with any reader. Consult with competent local employment counsel to determine how the matters addressed here may affect you.
0 Comments