Can AI Review Contracts for Hidden Problems?

Most contracts look reasonable on a first read. The obligations seem balanced, the payment terms are clear, and nothing jumps out as obviously unfair. The hidden problems are exactly that — hidden. They are buried in definitions sections, embedded in cross-references, or disguised as standard boilerplate that nobody questions.

AI contract review excels at finding these problems. Not because AI is smarter than a lawyer, but because AI applies the same structured framework to every clause of every contract, every time — without getting tired, without skim-reading, and without assuming that standard-looking language is actually standard.

This guide walks through four categories of hidden contract problems that AI reliably surfaces, with real examples of how each type appears in practice.

1. Auto-Renewal Traps

Auto-renewal clauses are one of the most common — and most costly — hidden problems in commercial contracts. The clause commits you to renewing the contract for another full term unless you give notice within a specific window, which is often surprisingly short and placed in an easily overlooked part of the agreement.

How it typically appears: "This Agreement shall automatically renew for successive one-year periods unless either party provides written notice of termination no less than 90 days prior to the end of the then-current term."

On a first read, this seems unremarkable. In practice, it means that if you want to exit a one-year contract, you must notify the other party before the beginning of the fourth quarter of that term. Miss the window by a day and you are locked in for another year.

The trap deepens when the notice requirement is buried in a "Term and Termination" section, which is typically towards the end of a long contract. Or when the 90-day requirement is defined not in the termination clause itself, but in a separate "Notices" clause that cross-references it.

What AI flags: The auto-renewal term, the notice window, the method of notice required, and whether the clause is proportionate to the contract value and length. For consumer contracts in the EU, AI also checks whether the auto-renewal term complies with applicable consumer protection law, which in some member states limits automatic renewals or requires prominent disclosure.

2. Indemnity Asymmetry

Indemnity clauses create obligations to compensate the other party for losses, claims, or liabilities. A proportionate indemnity clause is mutual and limited to what each party actually caused. An asymmetric indemnity clause can expose you to unlimited liability for events that are only partially within your control.

How it typically appears: "You shall indemnify, defend, and hold harmless [Company], its affiliates, officers, directors, employees, and agents from and against any and all claims, damages, losses, costs, and expenses (including reasonable legal fees) arising out of or relating to your use of the Service or your breach of this Agreement."

This clause appears in many standard SaaS and service agreements. The problem is the phrase "arising out of or relating to your use of the Service." This is broader than "caused by your breach." It can be read to make you liable for any claim that relates to your use, even if the company's own negligence contributed to the problem.

A reciprocal indemnity clause that protects both parties equally would read differently: "Each party shall indemnify the other against claims arising from its own acts or omissions." The one-sided version shifts all risk to you.

What AI flags: Whether the indemnity is mutual or one-sided, whether the trigger is limited to breach or extends to general use, whether there is a financial cap on indemnity liability, and whether the indemnity complies with the reasonableness requirements under EU law. In business-to-consumer contracts, unlimited indemnity clauses are frequently unenforceable under EU unfair contract terms directives.

3. Exclusive Jurisdiction Clauses

Jurisdiction clauses determine where any legal dispute must be resolved. In a contract between parties in different EU member states, a jurisdiction clause that names only one country's courts can make enforcement prohibitively expensive for the other party — which is often exactly the point.

How it typically appears: "This Agreement shall be governed by and construed in accordance with the laws of the Republic of Ireland. Any dispute arising under this Agreement shall be subject to the exclusive jurisdiction of the courts of Dublin, Ireland."

If you are based in Germany and you have a dispute with the other party, this clause requires you to commence proceedings in Dublin. For a contract worth €5,000, the cost of Irish legal proceedings would far exceed the value of the claim. This is not an accident.

The EU complication: EU Regulation 1215/2012 (the Brussels I Recast) contains mandatory rules about jurisdiction that override contractual choices in certain circumstances — particularly in consumer contracts and employment contracts. If you are a consumer or an employee, an exclusive jurisdiction clause naming a foreign court may be unenforceable. But knowing this requires understanding which EU regulation applies and how it interacts with the contract.

What AI flags: The governing law, the jurisdiction clause, whether the chosen jurisdiction is proportionate to the parties' locations, whether the clause is mandatory or permissive, and whether it may conflict with EU mandatory jurisdiction rules given the nature of the contract and the parties.

4. Termination Fees and Exit Penalties

Termination fees — charges you must pay if you end the contract early — are legitimate in some contexts. They become hidden problems when they are set at disproportionate levels, when they apply even if the other party has breached the contract, or when they effectively trap you in a relationship that is not working.

How it typically appears: "In the event of early termination by Client, Client shall pay to Provider an amount equal to 100% of the fees that would have been payable for the remainder of the contract term."

On first read, this looks like a straightforward early termination fee. But look at what it does not say: there is no provision for early termination due to Provider's breach. If the provider fails to deliver the services, you would still owe 100% of the remaining fees — at least under a literal reading of this clause — unless you can establish a common law or statutory right to terminate for breach, which is a separate legal analysis.

The problem compounds when the remaining term is long, the fees are calculated on a fixed schedule, and there is no proportional reduction for any services already provided or costs already avoided by the provider.

What AI flags: The termination fee amount and calculation method, whether the fee applies regardless of the reason for termination (including provider breach), whether the fee is proportionate under EU law, and whether the fee might constitute an unenforceable penalty clause under the applicable legal system.

Beyond These Four: What AI Catches That You Miss

The four examples above are among the most common, but they are not exhaustive. AI contract review also reliably surfaces:

• Intellectual property ownership clauses that transfer ownership of work product to the other party without limitation, including work created before the contract
• Liability caps set below contract value — a cap of €1,000 on a €50,000 contract leaves you with almost no legal recourse
• Confidentiality obligations without time limits — perpetual confidentiality may be unenforceable in some jurisdictions and impractical in practice
• Unilateral variation clauses that allow one party to change the terms of the contract without the other's consent
• Payment terms that trigger interest at rates exceeding EU Late Payment Directive limits

AI Transparency and Limitations

Per EU AI Act Article 13, Akordans' AI contract review system uses large language models trained on multi-jurisdictional legal data. It applies structured analysis to identify patterns, cross-reference legal frameworks, and generate flagged assessments.

The system's known limitations are relevant here: hidden clause detection depends on recognising patterns that match the training data. A genuinely novel clause structure — something designed specifically to obscure an obligation in a way no previous contract has used — may be less reliably flagged. Contracts governed by less common EU member state laws, or those involving highly technical sector-specific regulations, may produce results with lower confidence.

For contracts with significant financial exposure — generally those over €50,000 — or those involving regulated sectors, we recommend independent legal review alongside the AI assessment. The AI gives you the map; a lawyer confirms the route.

Try It on Your Next Contract

Upload your contract to Akordans and get your full analysis in minutes for €19. The hidden problems in most contracts are not hidden from AI — they are just hidden from people who are not trained to look for them.

If you want to understand what you are agreeing to before you agree to it, this is the most efficient place to start.