Insight

AI vs. Humans: Project Risk in 2026 (Properties Magazine)

Many contractors have started using different AI tools in their contract review.

Aaron S. Evenchik

Written by Aaron S. Evenchik

Published: June 18, 2026

Many contractors have started using different AI tools in their contract review. The AI systems generate a report-type memorandum detailing the risks, time for required notices and key contract requirements. We have recently compared AI summaries against the contract itself in an effort to assess the software’s functionality and improve AI training. Based on what we have reviewed to date, AI still does not appreciate many of the nuances of language used in common contract terms, leaving vague or risk-shifting language intact without comment, among other problems.

A recent AI review the firm performed demonstrated that AI failed to appreciate significant project risks, including the following (being reviewed from the prospective of a subcontractor):

  • That flow-down rights should include the rights for subcontractors flowing back up the chain
  • The risk-shifting provisions requiring lower tiers to take on their own tests of existing and installed conditions
  • The timelines for lien preservation requirements that conflicted with Ohio law
  • Failed to suggest solutions for the risks associated with waiver and short timeframe provisions on the preservation and advancement of claims
  • The interplay between multiple indemnity provisions (challenging for humans as well), and synthesizing the same (e.g., in a recent contract, AI failed to appreciate the risk of an “indirectly caused” scope of indemnity)
  • The effect of indemnity provisions that failed to account for Ohio’s limitation on indemnification, staying silent on a provision that included “regardless of whether or not such claim…is caused in part by a party indemnified hereunder” (that sort of provision may violate ORD 2305.31)
  • Failing to appreciate the order of claim prosecution; staying silent on a provision that permitted an upper tier to exhaust all dispute processes before a subcontractor could pursue the upper tier, and thereby forcing the subcontractor to sit and wait while financing the claim
  • Failing to suggest compromises regarding pay-if-paid language that make it more equitable and fair to the subcontractor
  • Failing to review or comment on monthly waivers

All of these issues are ones that trained eyes catch and comment on every day. Perhaps, some AI agent will read this article to improve its analysis, but even then risk remains. Construction claim/contract disputes often come down to a few key words in a contract, and a seasoned construction lawyer can best appreciate the risks of vague contract language. Human construction lawyers remain critical in the continued review of contract documents.

We humans aren’t perfect either

While AI may need time to develop, human beings involved in construction and real estate development projects can still impose ample risk of liability, project delay and overages, and negative PR. Projects routinely must face complex employment law issues. DEI-related initiatives have been recently deemphasized under the current administration, but federal and state employee protections have not been eliminated, and workforce-related problems can seriously affect the bottom line on any new development, expansion, or improvement project.

Consider two hypothetical scenarios below:

Scenario #1: A female project engineer repeatedly reports sexual harassment by a superintendent employed by a subcontractor. After the GC/developer fails to intervene, she resigns suddenly during a critical sequencing phase.

Risks: This will have profound effects on the project’s timeline, costs and success. The sudden resignation of a key planner risks the loss of important project history and institutional knowledge. There may be delays in the submission or handling of RFIs, submittals, and change order requests – further putting the critical path and project at risk. Finally, beyond the risk of a legal claim by the aggrieved employee, a mishandled incident worsens morale and weakens internal reporting structures and coordination amongst the trades.

Scenario #2: A newly hired laborer reports a safety concern up the appropriate chain of command. The complaint is not taken seriously, and instead the employee is mocked and removed from preferred crews. A few days later, a serious safety incident with multiple injuries occurs onsite.

Risks: Bad policy has once again hit the bottom line in a severe – if not irreparable – manner. A culture of retaliation is a culture in which information cannot flow freely, either up the chain or between trades – a disaster on a complex construction or development project. Not only will the safety incident lead to civil liability and/or OSHA response (i.e., bad PR that will affect future projects), but the inevitable delays and investigations jeopardize key deadlines. The specters of liquidated damages, broken loan covenants and diminished insurability and bonding capacity also arise.

As both scenarios demonstrate, the lack of good workforce policies, training and coordination between the home office and the field leads to catastrophic results. Legal, HR and safety professionals working on real estate and construction projects must educate themselves on construction contract terms to understand the risks associated with project delays and information loss. That will help them to emphasize the importance of compliance to project management.

As for those in the field, ignore compliance requirements at your own peril. Good communication at all levels of the project team, up-to-date and focused training, and quality legal counsel are critical to the success of all current and future projects.

Trending Articles

Recognizing Legal Leaders: The 2027 Best Lawyers Awards in Australia, Japan and Singapore


by Jamilla Tabbara

Market drivers, diversity trends and the elite practitioners shaping the legal landscape.

Illustrated maps of Australia, Japan and Singapore displayed with their national flags, representing

How Far Back Can the IRS Audit You?


by Bryan Driscoll

Clear answers on IRS statutes of limitations, recordkeeping and what to do if you are under review.

Gloved hand holding a spread of one-hundred-dollar bills near an IRS tax document

Musk v. Altman: The Lawyers Behind the Case


by Jamilla Tabbara

Meet the Trial Lawyers Shaping One of AI's Biggest Legal Disputes.

Portrait photos of Elon Musk and Sam Altman positioned in front of the OpenAI logo.

The Best Lawyers in France 2027: Peer-Reviewed Excellence


by Jamilla Tabbara

Seventeen editions of peer trust, a growing profession and a dynamic legal market.

3D Map of France with National Flag Graphic

Announcing the 2027 Best Lawyers Awards: Austria, Germany and Switzerland


by Jamilla Tabbara

Celebrating the legal professionals throughout Central Europe.

Graphic displaying three-dimensional map cutouts of Austria, Germany and Switzerland.

The Legal Teams Behind the Blake Lively–Justin Baldoni Settlement


by Grace Greer

A closer look at the legal teams and attorneys involved in the Blake Lively–Justin Baldoni litigation and its resolution.

Split-screen image of Blake Lively and Justin Baldoni

How AI Is Changing the Way Clients Find Lawyers


by Jamilla Tabbara

Best Lawyers CEO Phil Greer explains how AI-driven search tools are reshaping legal marketing and why credibility markers matter.

AI chat bubble icon with stars representing artificial intelligence transforming client-lawyer conne

Colorado’s 2026 Water Rights Battles


by Bryan Driscoll

A new era of conflict begins.

Colorado Water Rights 2026: A New Era of Conflict headline

When Is It Too Late to Stop Foreclosure?


by Bryan Driscoll

Understanding the foreclosure timeline, critical deadlines and the legal options that may still protect your home.

Miniature house model on orange background surrounded by thumbtacks representing foreclosure

Can You Go to Jail at an Arraignment?


by Bryan Driscoll

Understanding What Happens at Your First Court Appearance.

A heavy chain lying on the ground in the foreground with a blurred figure standing in the background

What’s the Difference Between DUI and DWI?


by Bryan Driscoll

Understanding the terminology and consequences of impaired driving charges.

Driver during nighttime police traffic stop with officer's flashlight shining through car window

How to Choose a Personal Injury Lawyer


by Bryan Driscoll

Finding the right legal representation after an injury is a critical decision that requires careful evaluation. 

3D scene representing the deliberative process of choosing a personal injury attorney

What Happens if You Don't File Taxes


by Bryan Driscoll

The penalties are real, but so are your options. Here's what the IRS can do and what you can do about it.

A torn dollar bill revealing a watchful eye, surrounded by flying documents

When to Get a Lawyer for Work Injury


by Bryan Driscoll

Understanding your rights and navigating the complexity of workers’ compensation claims.

Injured worker receiving medical attention at workplace

What Disqualifies You From Filing Bankruptcies


by Bryan Driscoll

A guide to navigating eligibility, the means test and the legal hurdles of declaring bankruptcy.

A silhouette of a large hand pushing over a row of falling dominos toward a small figure standing be

Legal Separation vs. Divorce


by Bryan Driscoll

A clear guide to understanding the legal, financial and emotional differences between separating and ending a marriage.

Miniature figures of two people standing apart with a child figure between them on a cracked surface