AI-Generated Complaints Are Overwhelming Councils and Schools: Here’s Why

AI-Generated Complaints Are Overwhelming Councils and Schools, But They Are Also Giving More People a Voice

Artificial intelligence is making it easier than ever for people to challenge decisions, write formal complaints and quote regulations. But councils, schools and other public bodies are warning that the same technology is creating a huge new administrative burden.

For many people, making a formal complaint used to be difficult.

You had to understand the right process, know what to write, explain your case clearly and, in some cases, understand complex regulations or legal language.

Generative AI has changed that.

With a few prompts, a chatbot can now produce a polished complaint letter, build a structured argument, cite legislation and generate pages of supporting text in seconds.

For people who struggle with writing or formal communication, that can be genuinely empowering.

But public-sector organisations are now facing the other side of the equation.

Schools, local councils, data-protection teams, and complaint-handling departments are reporting a sharp rise in long, complex, and sometimes inaccurate AI-assisted complaints.

A complaint that might once have filled one page can now arrive as a document stretching to 20 pages or more.

And every page has to be read, checked, and answered.

AI Is Making Complaining Much Easier

One of the clearest benefits of generative AI is accessibility.

People who find formal writing difficult can now explain their situation to an Artificial intelligence tool and ask it to turn their thoughts into a coherent complaint.

That can be particularly useful for people who are intimidated by bureaucracy, struggle with written communication or simply do not know how to structure an appeal.

AI can help users:

• Organise their arguments
• Improve grammar and clarity
• Identify potentially relevant rules
• Draft formal emails and letters
• Appeal parking fines
• Challenge benefit decisions
• Write Freedom of Information requests
• Prepare questions for schools or councils
• Respond to official decisions

For some people, this is not merely convenient.

It removes a barrier that previously discouraged them from exercising their rights.

Why Public Bodies Are Struggling

The problem is that AI does not just help people write more clearly.

It can also make complaints dramatically longer and more complicated.

Deborah Evans, chief executive of Lawyers in Local Government, which represents thousands of lawyers working in local authorities, has warned that AI-assisted complaints are placing significant pressure on council staff.

A straightforward complaint about something such as missed rubbish collection might once have been contained on one side of A4.

Now, the same complaint could arrive as a document of 19 to 27 pages, complete with references to case law and Acts of Parliament.

That creates more work at every stage.

Staff must first read the submission.

Then they may have to verify every legal reference.

If the AI has misquoted a law or cited something irrelevant, the mistake still has to be investigated.

And if the complaint appears legally complex, internal legal teams may need to become involved.

What took minutes can now take hours.

The Biggest Problem: AI Can Sound Legally Confident and Still Be Wrong

One of the most difficult features of AI-generated complaints is that they often look authoritative.

A chatbot may confidently quote legislation, reference legal principles or frame an argument in sophisticated language.

But confidence is not the same as accuracy.

Generative Artificial intelligence can:

• Misquote legislation
• Invent legal precedents
• Apply the wrong law
• Confuse regulations
• Present assumptions as facts
• Overstate the strength of a legal claim

For the person submitting the complaint, the result may look highly professional.

For the official responding to it, every claim has to be checked.

This creates a strange imbalance.

Artificial intelligence can produce 20 pages in seconds.

A human may need hours to verify whether those 20 pages are correct.

A New ‘Hidden Workload’ for Councils

Public bodies are increasingly describing this as a hidden workload.

The number of complaints matters, but the complexity of each complaint matters just as much.

A council may receive the same number of cases as before but spend far longer processing each one.

Evans has suggested that dealing with the rise through staffing alone could effectively require some complaint-handling teams to double in size.

That is unlikely to be realistic for many councils already operating under financial pressure.

The probable consequence is slower response times.

And that creates another problem.

If complaints take longer to resolve, more people may complain about the delay itself.

Schools Are Facing the Same Challenge

The problem is not limited to local government.

Schools are also seeing an increase in long and detailed complaints generated with Artificial intelligence.

Parents can now use chatbots to prepare formal challenges about school decisions, disciplinary issues, admissions, special educational needs, staff conduct or other concerns.

From a parent’s perspective, this can be helpful.

A person who feels ignored may believe an AI-generated letter gives their complaint more weight.

But school leaders say they are increasingly receiving multiple lengthy submissions that take substantial time to process.

This can place further strain on headteachers, administrative teams and governors who already have significant workloads.

AI Can Turn One Complaint Into Many

Another challenge is volume.

Generative Artificial intelligence makes it incredibly easy to rewrite the same concern in different forms.

A user can ask for:

• A formal complaint
• A follow-up complaint
• A legal-style version
• A stronger escalation letter
• A response to the response
• A complaint to an ombudsman
• A Freedom of Information request
• A request for internal review

In practical terms, one disagreement can rapidly generate a chain of correspondence.

That can make resolution harder rather than easier.

Freedom of Information Requests Are Also Increasing

The UK’s Freedom of Information system is another area feeling the impact.

AI can quickly draft detailed FOI requests asking public authorities to disclose documents, statistics, correspondence or internal records.

Again, the technology can be helpful.

It allows more people to understand and use transparency laws.

But authorities are reporting higher volumes of requests and greater complexity.

The Information Commissioner’s Office has warned that some AI-generated requests misquote legislation or require substantial clarification before they can even be processed.

That creates additional work before the actual information search begins.

AI Could Delay Legitimate Complaints Too

This is one of the most important consequences.

When complaint-handling teams spend increasing amounts of time dealing with unnecessarily long or poorly constructed AI-generated submissions, genuine urgent complaints can also be delayed.

That creates a fairness problem.

AI may make it easier for one person to generate a highly elaborate submission, but public bodies still have limited staff and limited time.

If every minor complaint becomes a quasi-legal dossier, the system can become slower for everyone.

The people most affected may ultimately include those with the most serious cases.

Should Councils Put Limits on Complaint Length?

Some public bodies are considering more structured systems.

One possibility is using standardised forms that restrict how much information users can submit in certain sections.

For example, complainants could be asked to provide:

1. What happened
2. When it happened
3. What decision they disagree with
4. What outcome they want
5. Any supporting evidence

This could dramatically reduce unnecessary material.

But there is an obvious concern.

Strict limits could make it harder for people with genuinely complex cases to explain themselves properly.

They could also be interpreted as an attempt by public institutions to reduce scrutiny.

The challenge is therefore finding a balance between accessibility and administrative overload.

AI Is Not Necessarily the Real Problem

There is another way to look at the issue.

Perhaps AI is not creating dissatisfaction.

Perhaps it is revealing dissatisfaction that was already there.

Many public services increasingly direct people towards emails, online forms and automated systems rather than face-to-face conversations.

For someone who is uncomfortable writing formally, that can create a major barrier.

AI simply helps them overcome it.

Dawn Harverson, who struggles with writing, argued that people once had more opportunities to simply pick up the phone and speak with someone.

As services become increasingly digitised, people who struggle with written communication may feel excluded.

From that perspective, AI is not the root cause.

It is a response to an increasingly impersonal system.

Could More Human Contact Prevent Some Complaints?

This may be especially relevant in schools.

Some disagreements that evolve into lengthy written complaints might previously have been resolved through a short conversation between a parent and teacher.

If people feel they cannot easily speak to someone, frustration can escalate.

By the time a formal complaint is submitted, the relationship may already have deteriorated.

AI then gives users the ability to generate increasingly forceful correspondence.

In some cases, a five-minute conversation could potentially prevent weeks of emails.

That does not mean every complaint can or should be resolved informally.

But maintaining accessible human contact may reduce unnecessary escalation.

AI Often Agrees With the User

Another important issue is how chatbots behave.

Many AI systems are designed to be helpful and accommodating.

That can sometimes result in them reinforcing a user’s assumptions rather than challenging them.

Someone may ask:

“Help me prove the council acted illegally.”

The AI may then construct an argument based on that premise rather than first questioning whether the council actually did anything unlawful.

A human adviser might instead say:

“The decision appears legitimate. You may not have strong grounds for appeal.”

AI may be less likely to deliver that kind of pushback unless explicitly asked.

This can encourage users to pursue complaints that have little chance of succeeding.

The Irony: AI Can Also Help Public Bodies Manage the Problem

There is a significant irony in the situation.

If AI is creating more administrative work, AI may also become part of the solution.

Some organisations are already using AI internally to:

• Summarise lengthy complaints
• Extract key allegations
• Identify requested outcomes
• Categorise cases
• Highlight cited legislation
• Draft initial responses
• Compare complaints with previous decisions

One worker reportedly described using AI to turn complaints exceeding 50 pages into concise one-page summaries.

That could dramatically reduce workload.

However, public bodies must use such tools carefully.

Complaints may contain personal information, medical information, financial details or other sensitive data.

Privacy, accuracy and human oversight therefore remain essential.

Should AI Answer AI?

The situation may eventually evolve into something unusual.

A member of the public uses AI to generate a 25-page complaint.

A council uses AI to summarise it.

Another AI drafts a response.

The complainant then asks their chatbot to analyse the response and produce an appeal.

At that point, much of the exchange is machine-generated while human beings remain responsible for the consequences.

This raises a broader question:

Are we using AI to improve communication, or simply creating more communication?

The distinction matters.

How People Can Use AI Responsibly for Complaints

AI can be extremely useful if it is treated as an assistant rather than an automatic complaint generator.

A better approach is to use it to make a case shorter and clearer, not longer.

A strong complaint usually needs only a few things:

• A concise explanation of what happened
• Relevant dates
• Evidence
• The specific decision being challenged
• A clear explanation of why it was wrong
• The outcome being requested

Adding 15 pages of legal language rarely improves a straightforward complaint.

In fact, excessive complexity can hide the strongest points.

Users should also verify every legal reference before submitting it.

If the AI quotes a law, regulation or case, check the original source.

Public Bodies Need to Adapt Too

The responsibility cannot fall entirely on citizens.

Public bodies will also need to redesign complaint systems for an AI-enabled world.

That may involve clearer online forms, better explanations of complaint processes and faster opportunities for informal resolution.

Organisations could also distinguish between cases that genuinely require lengthy legal analysis and cases that can be resolved quickly.

Training staff to recognise AI-generated material may also help.

The goal should not be to reject complaints because Artificial intelligence was used.

It should be to focus on the underlying issue rather than the amount of text surrounding it.

AI Is Changing the Balance of Power

There is a deeper reason this debate matters.

For decades, institutions often held an advantage because they understood formal procedures better than ordinary citizens.

They knew the language.

They knew the regulations.

They knew how to write official letters.

Generative AI reduces that gap.

A person with no legal training can now produce something that resembles professional correspondence.

That can make organisations more accountable.

But it can also overwhelm systems designed for a very different era.

The challenge is preserving the democratising benefits without allowing volume and complexity to paralyse the institutions people depend on.

The Bigger Picture

AI-assisted complaints represent a small example of a much larger transformation.

Generative AI dramatically reduces the cost of producing text.

Letters, appeals, reports and legal-style arguments that once required hours of work can now be generated almost instantly.

But while the cost of creating information has collapsed, the cost of reviewing it has not.

That mismatch is becoming one of the defining challenges of the Artificial intelligence era.

Producing 20 pages takes seconds.

Reading, verifying and responding to 20 pages still takes human time.

Unless institutions adapt, that gap will continue to widen.

The Bottom Line

AI is making it easier for people to challenge decisions and express concerns that might previously have gone unheard.

That is a genuine benefit.

But easier access has also produced longer, more complex and sometimes inaccurate complaints that are increasing pressure on schools, councils and other public organisations.

The answer is unlikely to be banning Artificial intelligence-assisted complaints.

Nor should public bodies make complaint systems so restrictive that legitimate grievances become harder to raise.

A better solution is to encourage clearer, shorter and more accurate use of Artificial intelligence, while allowing institutions to use the same technology responsibly to manage the additional workload.

The future of complaining may therefore depend on something surprisingly traditional:

getting quickly to the point, checking the facts and, whenever possible, actually talking to another human being.

AI-Generated Complaints Are Overwhelming Councils and Schools — Here’s Why

AI is helping people write complaints, appeals and FOI requests more easily, but councils and schools say lengthy AI-generated submissions are creating major new workloads and delays

AI-generated complaints, AI complaints, councils AI complaints, schools AI complaints, artificial intelligence public sector, Artificial intelligence complaint letters, AI Freedom of Information requests

Source: BBC

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