How AI Turns Construction Documents Into Procurement Intelligence
May 05, 2026 —
Aarni Heiskanen - AEC BusinessMEP equipment accounts for up to 40% of costs on data center or hospital projects, has lead times ranging from 20 weeks to over a year, and has historically been the most underserved area in construction software. In
this episode, I speak with Victor Muchiri from BuildVision about what it actually takes to make AI useful in construction procurement, not as a pilot, but in production.
We dig into why you cannot simply upload a set of construction drawings to ChatGPT and trust the output. Construction documents are complex, cross-referenced, and consequential. Without deep domain context, such as manufacturer ontologies, equipment taxonomies, and engineering expertise, AI produces plausible results, not reliable ones. BuildVision’s approach is to act as a harness around AI models, wrapping them in construction-specific knowledge so the output can be trusted for real procurement decisions.
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Aarni Heiskanen, AEC BusinessMr. Heiskanen may be contacted at
aec-business@aepartners.fi
Unable To Afford an Appellate Bond? You May Be “Indigent” And Qualify for a Discretionary Waiver or Reduction of the Bond Amount.
October 26, 2026 —
Suzanne M. Nicholson - Wilke FleuryOne of the most frequent questions asked when a client is considering taking an appeal from an adverse judgment or order is whether that judgment or order is stayed pending appeal. The answer, not surprisingly, is “it depends.” While the general rule is that perfecting an appeal stays proceedings in the trial court, including enforcement of the judgment or order, there are many, many, exceptions to that rule.
One such exception is a judgment or order for “money or the payment of money.” (CCP § 917.1) In such cases, a bond or undertaking is typically required to stay enforcement. The costs of such security can be significant. If you are using an admitted surety insurer, the amount of security required is 1 1/2 times the amount of the judgment. Obtaining a bond through an admitted surety will require that you have sufficient collateral to secure the bond, and sufficient funds to pay the associated premiums, which generally run between 1% and 3% of the total bond amount, per year. So, if you are appealing from a $1 million judgment, you will likely need $1.5 million in assets as collateral, and up to $30,000 per year for the premium.
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Suzanne M. Nicholson, Wilke FleuryMs. Nicholson may be contacted at
snicholson@wilkefleury.com
From Dark Data to Building Intelligence
July 13, 2026 —
Aarni Heiskanen - AEC BusinessIn this episode, I talk with Mark Sorsa-Leslie, founder and CEO of
Auttaa AI, whose team just won first place in Luotea’s inaugural hackathon in Helsinki for turning property maintenance from reactive firefighting into proactive forecasting with AI. Mark is a chartered surveyor with 30 years of real estate data experience, previously the founder of the UK sensor company Beringar.
We discuss why so much building data stays dark and siloed, from outdated networking technology to the shortage of people who understand both engineering and property. Mark explains how Auttaa bridges real-time building data with large language models, using what he calls an “influence graph” to surface correlations and causation across previously disconnected systems, such as linking occupancy patterns to CO2 readings to diagnose ventilation problems in minutes rather than days.
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Aarni Heiskanen, AEC BusinessMr. Heiskanen may be contacted at
aec-business@aepartners.fi
Traub Lieberman Wins Affirmation of Judgment on Pleadings Before the Seventh Circuit
August 16, 2026 —
Dana A. Rice & Adam P. Joffe - Traub LiebermanTraub Lieberman Partners Dana Rice and Adam Joffe obtained affirmation of judgment from the Seventh Circuit Court of Appeals in favor of an Insurance Company. The Insurance Company filed suit seeking a declaration that it had no duty to defend or indemnify its Insured, a Roofing Contractor, in an underlying lawsuit. The Insurance Company issued a commercial general liability policy with a one-year policy term. The policy included an exclusion that barred coverage for any losses arising out of work the insured completed before the date the policy incepted.
Reprinted courtesy of
Dana A. Rice, Traub Lieberman and
Adam P. Joffe, Traub Lieberman
Mr. Rice may be contacted at drice@tlsslaw.com
Mr. Joffe may be contacted at ajoffe@tlsslaw.com
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Insufficient Notice of Commencement and Construction Lien Rights
August 03, 2026 —
David Adelstein - Florida Construction Legal UpdatesWhen a party is preserving their construction lien rights, the party will look to the recorded Notice of Commencement. This is the recorded document that provides the lienor with the information for purposes of preserving construction lien rights. A Notice to Owner company will typically rely on the Notice of Commencement to serve Notices to Owners from lower tiers not in contract with the owner. However, when it comes to preparing the lien, a lienor should look beyond just the Notice of Commencement and also look to the property appraiser’s website as a backstop.
In a recent case, a window company had the homeowner sign the Notice of Commencement and then filled in the information. The company naturally did this for the convenience of the homeowner that probably was unfamiliar with the Notice of Commencement process. Regardless, information in the Notice of Commencement was inaccurate. It failed to include all the real property owners. Thus, when a payment dispute arose and a construction lien was prepared, it did not identify all of the real property owners. All of the real property owners were added later during the pendency of a lien foreclosure lawsuit. The trial court denied the lien because of the defective / insufficient Notice of Commencement — the lienor assumed the risk of error by filling out the information in the Notice of Commencement. The trial court further denied the lien holding that because the work did not commence within 90 days of the Notice of Commencement, the Notice of Commencement is void.
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David Adelstein, Kirwin NorrisMr. Adelstein may be contacted at
dma@kirwinnorris.com
Understanding the EPA’s Latest Proposed Drinking Water Contaminant Monitoring Rule, Published in Law360
September 01, 2026 —
Gordon Rees Scully MansukhaniThe U.S. Environmental Protection Agency’s (EPA) proposed Sixth Unregulated Contaminant Monitoring Rule (UCMR 6) represents another step in the federal government’s ongoing effort to identify and evaluate emerging contaminants in drinking water. The proposal would require certain public water systems to monitor and report on 30 unregulated drinking water contaminants from 2028 through 2030, while generating occurrence data that could inform future regulation and affect environmental, commercial, litigation and risk assessments.
In an article published by Law360, Gordon Rees Scully Mansukhani Senior Counsel, Ayodeji Ayolola, analyzes the scope and practical implications of UCMR 6, including the contaminants selected, the proposed monitoring requirements for public water systems, and the EPA’s continued focus on PFAS and related organofluorine compounds. The article also touches upon the potential significance of publicly available monitoring data for businesses and property stakeholders.
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Gordon Rees Scully Mansukhani
One Industry, One Goal: Construction Safety Week 2026
May 05, 2026 —
Maggie Murphy - Construction ExecutiveConstruction safety has long been a top priority across the industry. Yet fatality rates have remained stubbornly flat for more than a decade. Steven Carter, global health and safety director at
Gilbane chair company for
Construction Safety Week 2026—believes the industry has reached a pivotal moment. This year’s theme—”
All In Together: Recognize. Respond. Respect.”—is a unified call to action for owners, designers, contractors and craft professionals around a shared, risk-based approach to preventing serious injuries and fatalities.
In a recent interview with Construction Executive, Carter discusses why the industry must move beyond incremental improvements, how technology and AI can support better planning and what it will take to create a true culture of psychological safety on jobsites.
Reprinted courtesy of
Maggie Murphy, Construction Executive, a publication of Associated Builders and Contractors. All rights reserved.
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Ahlers Cressman & Sleight leads in recognized Construction Litigation Attorneys
September 01, 2026 —
Ahlers Cressman & Sleight PLLCAhlers Cressman & Sleight is pleased to announce its leading recognition in the 2026 Washington Super Lawyers magazine. With ten members named, ACS has more recognized Construction Litigation attorneys than any other firm on the 2026 Washington Super Lawyers list, compared to three at the next closest firm. Two ACS members were also recognized on the 2026 Washington Rising Stars list.
Super Lawyers selects these recognized lawyers by using a patented multiphase selection process. First, lawyers enter the candidate pool by being nominated by their peers or by being identified by managing partner surveys, third-party feedback, or the Super Lawyersresearch team. Next, Super Lawyersconducts an independently researched evaluation using twelve indicators of professional achievement and peer recognition: verdicts/settlements, transactions, representative clients, experience, honors/awards, special licenses/certifications, position within a law firm, bar and/or professional activity, pro bono and community service, scholarly lectures/writings, education/employment background, and other outstanding achievements. Then, candidates with the highest point totals serve on a Blue Ribbon panel, evaluating other candidates within their primary practice area. Finally, only 5% of attorneys are selected for the Super Lawyers list, and 2.5% of attorneys are selected for the Rising Stars list. More information about the Super Lawyers Selection Process can be found
here.
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Ahlers Cressman & Sleight PLLC