When AI Gets It Wrong, Does Your Team Know How to Respond?

An AI hiring tool may reject a qualified candidate, or an AI-generated performance assessment may unfairly influence an employee's review. When teams rely on these recommendations without checking them, the consequences can go beyond a simple mistake. They can affect people's opportunities, business decisions, and trust in the organisation.

As AI becomes more common in the workplace, employees need to know not only how to use it, but also how to recognise when something is wrong and what to do next.

Preparing Your Team to Respond

Every team that uses AI should understand who is responsible for handling errors and what steps to take. For example, the employee who identifies an issue should report it to their manager or the designated AI system owner. The assigned reviewer should then assess the issue, while the person authorised to make the decision determines whether to correct the output, pause the process, or continue with human judgment. A simple response process can help:

Not every AI error requires the same level of intervention. A minor factual error may only need verification, while an error affecting hiring or employee evaluations may require immediate review before the decision proceeds.

Leadership Makes the Difference

Employees cannot respond effectively if they do not have the right guidance or authority. Leaders need to establish clear reporting channels, assign responsibility for reviewing AI-related issues, and define when human approval is required before a decision can proceed.

They should also provide practical training using workplace scenarios so employees can practise identifying errors, assessing risks, and escalating concerns. Regular reviews of reported incidents can help leaders identify recurring problems and improve existing processes.

Is Your Team Ready?

The best time to prepare for AI mistakes is before they happen. By practising real-world scenarios and establishing clear guidelines, organisations can help employees respond effectively while protecting performance and trust.

Visit Alvigor.com to book a consultation and learn how your organisation can use AI responsibly while keeping human judgment at the centre.