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We discuss why so much building data stays dark and siloed, from outdated networking technology to the shortage of people who understand both engineering and property.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.
Read the full story...Reprinted courtesy of
Aarni Heiskanen, AEC BusinessMr. Heiskanen may be contacted at
aec-business@aepartners.fi
ACEC Research Institute Report: Real Risk of AI Isn’t Technology. It’s the Org Chart.
September 01, 2026 —
ACEC Research InstituteWASHINGTON (August 19, 2026) – The ACEC Research Institute today released
Leading Through AI Risk: The Enterprise Framework for Engineering Firm Leaders, a new study finding that the most significant risks artificial intelligence poses to engineering firms are organizational rather than technological, and that firms treating AI as an IT initiative are managing the wrong issue.
The report, part of the Institute’s yearslong Firm of the Future initiative, combines an extensive literature review with in-depth interviews of 21 leaders drawn from engineering firms, public infrastructure owners, technology vendors, insurance and legal professionals, licensing and regulatory agencies, and AI consultants.
The report groups AI risk into eight interconnected domains:
- technical reliability and model risk
- professional liability and standard of care risk
- data governance, privacy, and intellectual property risk
- organizational and workforce risk
- ethical, regulatory, and reputational risk
- operational and cybersecurity risk
- financial and business model risk
- strategic leadership and enterprise governance risk
The last serves as the integrating domain through which firms coordinate responsible AI adoption enterprise wide.
The report stresses that firms do not experience these risks one at a time. Weak oversight may create legal liability. Workforce gaps may affect quality assurance. “Understanding these interactions,” the study notes, “is often more important than understanding individual risks independently.”
About the ACEC Research Institute
The ACEC Research Institute is the independent research arm of the American Council of Engineering Companies (ACEC). Its mission is to fund and deliver research to equip the engineering industry with actionable intelligence on the issues critical to its success. Learn more at www.acecresearchinstitute.org.
373 Snell & Wilmer Attorneys Recognized in the 2027 Edition of The Best Lawyers in America®
October 06, 2026 —
Snell & WilmerPHOENIX – Snell & Wilmer is pleased to announce that 373 of the firm’s attorneys were recently selected by their peers for inclusion in the 2027 edition of The Best Lawyers in America® including the prestigious “Lawyer of the Year” honors, and “Ones to Watch” list. Attorneys listed as Ones to Watch typically have been in practice for five to nine years.
“Lawyer of the Year” recognition is awarded to individual lawyers with the highest overall peer-feedback for a specific practice area and geographic region. Only one lawyer is recognized for each practice area and location. The following Snell & Wilmer attorneys were named 2027 “Lawyer of the Year” award recipients: Cortland P. Andrews, Troy J. Aramburu, Brian L. Blaylock, M. Lawrence Brown, Brian D. Cunningham, Michael M. Donahey, Jason Ebe, Matthew P. Fischer, Brett W. Johnson, Nathan G. Kanute, William A. Kastin, Timothy J. Kay, James D. Kilroy, Joseph A. Kroeger, Matthew L. Lalli, John F. Lomax, Anne M. Meyer, Robin L. Miskell, Patrick J. Paul, Amit D. Ranade, and M. Roxanne Veliz.
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Snell & Wilmer
Fourth Circuit Extends Coverage to Contractor
May 14, 2026 —
Hunton Insurance Recovery BlogThe Fourth Circuit in APAC-Atlantic, Inc. v. Owners Insurance Co., No. 24-1969, 2026 WL 458402 (4th Cir. Feb. 18, 2026) recently endorsed broad coverage for additional insureds, interpreting “arising out of” broadly under North Carolina law to extend coverage to a repaving company under its subcontractor’s liability insurance policy. The court held that an additional insured’s liability “arising out of” a named insured’s work in an additional-insured endorsement means liability “relating to” or “causally connected to” the named insured’s operations, rather than liability defined more narrowly as “caused by” or “the fault of” the named insured.
Read the full story...Reprinted courtesy of
Hunton Andrews Kurth LLP
Connecticut Expands Construction Wage-Theft Liability and Prevailing Wage Recordkeeping Requirements
June 29, 2026 —
Anand Gupta & Guest Contributor - Construction Law ZoneThis post was co-authored by Labor + Employment group lawyer Christopher Costain, Hayden Eckblom (Summer Intern), and Pasqualina Fox-Mina (Summer Associate). Hayden and Pasqualina are not admitted to practice law.
On May 11, 2026, Connecticut Governor Ned Lamont signed into law Public Act 26-12, a wide-ranging bill centered around employee rights. Our colleagues in Robinson+Cole’s Labor, Employment, Benefits + Immigration group recently published a
legal update summarizing the key components of Public Act 26-12. Here, we focus on the Wage Theft and Prevailing Wage concepts in the bill that directly relate to the construction industry.
Wage Theft
With exceptions for public works and small residential projects, general contractors will be jointly and severally liable for any unpaid wages owed to an employee of a subcontractor of any tier on private construction projects, beginning with contracts entered into on or after January 1, 2027. As we know, there is a separate regime for public works projects involving payment bonds.
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Anand Gupta, Robinson & Cole LLPMr. Gupta may be contacted at
agupta@rc.com
D.C. Circuit Upholds EPA’s CERCLA Hazardous-Substance Designations for PFAS as State-Law Settlements Highlight Expanding Liability Landscape
September 15, 2026 —
Ashleigh K. Myers, Amanda G. Halter, Jillian Marullo & Anthony B. Cavender - Gravel2Gavel Construction & Real Estate Law BlogOn August 18, 2026, a unanimous panel of the U.S. Court of Appeals for the D.C. Circuit upheld the 2024 designation by the U.S. Environmental Protection Agency (EPA) of perfluorooctanoic acid (PFOA) and perfluorooctanesulfonic acid (PFOS) as hazardous substances under the Comprehensive Environmental Response, Compensation, and Liability Act (CERCLA or Superfund). (See Chamber of Commerce of the United States of America, et al. v. EPA, No. 24-1193 (D.C. Cir. Aug. 18, 2026).)
The decision leaves EPA’s PFOA and PFOS hazardous substance designations in place and provides guidance on the scope of EPA’s authority to make future hazardous substances designations under CERCLA Section 102(a). The decision also likely resolves a challenge to the rule that has spanned two presidential administrations. After taking office, the Trump administration had obtained an abeyance of the litigation challenging the Biden-era rule while EPA reconsidered its position. In September 2025, EPA informed the court that it had decided to retain the designations, while signaling that it would work with Congress and industry to address CERCLA liability concerns for “passive receivers.” The litigation then resumed, with the current Administration defending the rule.
Reprinted courtesy of
Ashleigh K. Myers, Pillsbury,
Amanda G. Halter, Pillsbury,
Jillian Marullo, Pillsbury and
Anthony B. Cavender, Pillsbury
Ms. Myers may be contacted at ashleigh.myers@pillsburylaw.com
Ms. Halter may be contacted at amanda.halter@pillsburylaw.com
Ms. Marullo may be contacted at jillian.marullo@pillsburylaw.com
Mr. Cavender may be contacted at anthony.cavender@pillsburylaw.com
Read the full story...
Construction Attorneys: Contract Negotiation Strategy
September 01, 2026 —
Construction ExecutiveContract negotiation is where project expectations become enforceable business obligations. A reasonable bid can become a high-risk agreement when the final contract expands the scope, shortens notice periods, limits payment rights or transfers liability that was never included in the price. Construction attorneys help project leaders identify those consequences before execution.
Their role is not to eliminate every risk or prolong negotiations. It is to determine which risks can be controlled, insured, priced, shared or rejected while preserving a workable deal. The financial stakes can be substantial.
HKA's 2025 analysis of more than 2,200 distressed construction and engineering projects found that disputed costs averaged 33.4% of contract budgets. Scope changes affected more than 28% of the projects studied and remained the most common cause of conflict. In North America,
the average dispute studied by Arcadis in 2024 had a value of $60.1 million and took 12.5 months to resolve.
Reprinted courtesy of
Construction Executive, a publication of Associated Builders and Contractors. All rights reserved.
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The ROI of Estimating Accuracy in Preconstruction
September 15, 2026 —
Aaron Kivett - Construction ExecutivePrecision is the foundation of profitability in construction. Even minor quantity or pricing mistakes can swing bids anywhere from 5-15%, leading to project delays, unprofitable jobs or margin erosion through change orders. And worse, these losses can damage client trust and jeopardize long-term relationships that drive repeat business and future bids. Consistently
estimating accurately builds confidence, speeds up bidding and positions your company to win more profitable projects.
Estimating accuracy is where profit is either protected or lost. In construction, you make your biggest financial decisions before a project ever starts. Once a bid is won, most of the project’s cost structure is locked in. If the estimate is wrong, no amount of execution can fully fix those mistakes. That makes estimating accuracy a business issue, not just an operations issue.
Reprinted courtesy of
Aaron Kivett, Construction Executive, a publication of Associated Builders and Contractors. All rights reserved.
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