Can AI Help Me Identify Missing Evidence in My Grievance?

Sep 3

3 min read

You have written your grievance. You know what happened.

But then comes the uncomfortable question:

Can I actually show it?

AI can help you review the evidence you already have and identify areas where information may be missing. What it cannot do is create evidence that doesn't exist. That distinction is important.

Start with each allegation, not your entire document folder

Take the main points in your grievance individually.

For each one, ask:

What am I saying happened?

When did it happen?

Who was involved?

Was anybody else present?

Is there an email, message or document connected to it?

Did I tell anyone about it at the time?

This creates an evidence map. For example:

Issue: Manager made an inappropriate comment during a meeting.

Date: 17 April.

Direct evidence: Personal meeting notes.

Possible supporting evidence: Teams message sent to colleague immediately afterwards.

Witness: Colleague who attended meeting.

Missing: No formal meeting minutes available.

That is far more useful than simply giving AI hundreds of documents and asking: “Do I have a strong grievance?”

What can AI identify?

AI may help you notice things such as:

an allegation without a date;
an event with no supporting document attached;
references to emails you haven't included;
people mentioned who may have witnessed an event;
inconsistencies between different accounts;
unexplained gaps in your chronology; or
an important assertion that appears to be based on assumption rather than evidence.

That doesn't mean every gap must be filled. Not every workplace incident produces documentary evidence. Sometimes your account of what happened is itself important. The purpose is to understand what you have and what you don't have.

AI must never fill the gaps

This is one of the biggest risks of using generic AI for a grievance.

If something is uncertain, it needs to remain uncertain.

AI should never turn “I think this meeting happened towards the end of May”

into “The meeting occurred on 27 May.” Similarly, it shouldn't invent motives “My manager removed me from the meeting.”is a fact you may be able to establish. “My manager removed me from the meeting to punish me for complaining.” is a conclusion that may require additional evidence. Keeping those two things separate can make your account more credible.

Evidence isn't about collecting everything

More evidence doesn't automatically mean a better grievance. Twenty relevant documents can be easier to understand than 300 pages of emails. Try to connect evidence to the particular issues you are raising. Ask:

What does this document actually demonstrate?

If you cannot answer that question, consider whether it needs to be included.

What should I do when evidence is missing?

Record the gap.

You may then be able to look for:

emails;
messages;
calendar invitations;
meeting notes;
policies;
performance records;
contemporaneous notes; or
people who witnessed what happened.

In some circumstances, there may also be formal ways of requesting information.

The important thing is not to manufacture certainty simply because there is a gap.

Let Marcas help you make sense of your evidence

A grievance can become overwhelming when your account, documents, dates and supporting evidence are all sitting separately. Marcas helps you work through what happened and organise the information around your workplace issue.

The aim is not to manufacture a stronger story. It is to help you present your actual story more clearly.