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We discuss why so much building data stays dark and siloed, from outdated networking technology to the shortage of people who understand both engineering and property.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
IEEPA Tariff Refunds: CBP Launches CAPE Process
April 27, 2026 —
David J. Creagan, Guido Antolini, Bruce W. MacLennan & Gary P. Biehn - White and Williams LLPOn April 20, 2026, U.S. Customs and Border Protection (CBP) launched the first phase of the Consolidated Administration and Processing of Entries (CAPE) tool in the Automated Commercial Environment (ACE) portal to administer refunds of duties imposed under the International Emergency Economic Powers Act (IEEPA) through a streamlined electronic filing process.
Background
In February 2026, the U.S. Supreme Court held that certain tariffs imposed under IEEPA were unlawful. Subsequent proceedings before the U.S. Court of International Trade required CBP to develop a scalable refund process applicable not only to litigants but also to non-plaintiffs. According to CBP and court filings, approximately 330,000 importers paid or deposited an estimated $166 billion in IEEPA duties across more than 53 million entries. In response, CBP developed CAPE as an electronic, consolidated refund mechanism within ACE.
Reprinted courtesy of
David J. Creagan, White and Williams LLP,
Guido Antolini, White and Williams LLP,
Bruce W. MacLennan, White and Williams LLP and
Gary P. Biehn, White and Williams LLP
Mr. Creagan may be contacted at creagand@whiteandwilliams.com
Mr. Antolini may be contacted at antolinig@whiteandwilliams.com
Mr. MacLennan may be contacted at maclennanb@whiteandwilliams.com
Mr. Biehn may be contacted at biehng@whiteandwilliams.com
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Flatiron Said Disputed Concrete Mix Cost Millions on Large Caltrans Project
June 22, 2026 —
Elaine Silver & Richard Korman - Engineering News-RecordFor awhile in 2023, part of the California Dept. of Transportation's (Caltrans) Fix 50 HOV lane and resurfacing project in Sacramento itself needed to be fixed.
Reprinted courtesy of
Elaine Silver, Engineering News-Record and
Richard Korman, Engineering News-Record
Mr. Korman may be contacted at kormanr@enr.com
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Conditional Payment Bond Consideration-Make Sure There Is Pay-If-Paid Provision
June 29, 2026 —
David Adelstein - Florida Construction Legal UpdatesIf a general contractor is going to have a conditional payment bond, it needs to ensure it subcontracts contain pay-if-paid or pay-when-paid provisions. This conditional payment language in subcontracts is the general contractor’s defense that it doesn’t have to pay a subcontractor UNTIL owner has paid the general contractor for the subcontractor’s work.
The general contractor (and the surety) can look at the conditional payment bond with the s. 713.245 legend stamped on its face designating the conditional nature of the bond, and assume the conditional structure is locked in against the bond: no payment from the owner, no obligation to the subcontractors under the bond. But what happens when the subcontracts contain no express conditional payment language despite having a valid conditional payment bond?
Read the full story...Reprinted courtesy of
David Adelstein, Kirwin NorrisMr. Adelstein may be contacted at
dma@kirwinnorris.com
Pursuing Claims for Loss Caused by Recent Kona Low Storms for Homeowners and Businesses
May 12, 2026 —
Tred R. Eyerly - Insurance Law HawaiiThe recent Kona Low storms that hit all islands were devastating, causing significant property damage. Homeowners and businesses will be seeking coverage under their insurance policies to recover for their losses. Here is a brief look at what may be covered and which exclusions may be troublesome in homeowners’ and commercial property policies.
Typically, both a homeowners’ policy and a commercial property policy include a grant of coverage for “direct physical loss of or damage to Covered Property.” Covered perils are listed, including such events as fire, lightning, or windstorm. Covered Property includes dwellings, other structures on the property and personal property. Additional coverages are usually provided. This includes debris removal after a peril insured against or collapse of a structure. In a homeowners’ policy, additional living expenses are likely covered when the damaged home is not fit to live in.
Read the full story...Reprinted courtesy of
Tred R. Eyerly, Damon Key Leong Kupchak HastertMr. Eyerly may be contacted at
te@hawaiilawyer.com
Contract Disputes Act and Jurisdictional Requirements
March 17, 2026 —
David Adelstein - Florida Construction Legal UpdatesWhen dealing with a claim on a federal construction project, there are a couple of key background jurisdictional points. These points were briefly highlighted in the recent appeal, Mega Star Logistics Service Co. v. Department of State, CBCA 8232, 2026 WL 253738 (CBCA 2026). Here are the two points.
FIRST, when it comes to jurisdiction, for a board of contract appeals “to exercise jurisdiction over a claim, the CDA [Contract Disputes Act] requires the contractor to submit a written claim to the contracting officer for a COFD [contracting officer final decision], with a subsequent appeal of the COFD or deemed denial if the CO [contracting officer] does not issue a COFD.” Thus, you need to submit a formal claim under the Contract Disputes Act to the contracting officer to get a final decision from the contracting officer (or the contracting officer waiving the final decision by not timely furnishing one). Mega Star Logistics, supra.
Read the full story...Reprinted courtesy of
David Adelstein, Kirwin NorrisMr. Adelstein may be contacted at
dma@kirwinnorris.com
My Current Love-Hate Relationship with AI
June 08, 2026 —
Garret D. Murai - California Construction Law BlogIt’s early in the relationship, I know. But still, there are some things that bug me. Yet, I also know that it’s a relationship in which leaving is not an option, and even if I could, it’s not to the point where it’s so bad that I would do so. So, if you would, let me gripe a bit.
While there’s been much discussion about AI and, at least in my neck of the woods, a fair amount of discussion about how lawyers can, should, and must use AI or risk becoming discarded into the dustbin of history, much less has been written about clients’ use of AI.
Increasingly, I’ve gotten the sense that my clients are using AI. For example, I had a client ask for confirmation that if he disagreed with an administrative decision that he could file a writ of mandate, and if so, whether that deadline was 30, 60 or 90 days after the administrative decision. The answer to the first question was yes, and as to the second question, the answer was 90 days. This was from a client who, smart as he is, probably didn’t know this off the top of his head.
Read the full story...Reprinted courtesy of
Garret D. Murai, Nomos LLPMr. Murai may be contacted at
gmurai@nomosllp.com
Louisiana Enacts Important Tort Reform Legislation
May 12, 2026 —
Lee M. Peacocke & Benjamin Perkins - Lewis BrisboisThe Louisiana legislature enacted tort reform legislation in 2025 to address the increasing cost of insurance in Louisiana and to provide some predictability to the Louisiana legal system. While our colleagues, Jenny Michel and Jennifer Kretschmann, have provided an excellent and comprehensive analysis of the legislation in their article entitled “Louisiana State Legislature 2025 Regular Session: Tort Reform - Acts & Vetoed Insurance Bill,” which can be found
here, this article examines the anticipated impact of the tort reform legislation on personal injury trials in federal and state courts in Louisiana.
The most significant reform involves the institution of a modified defense of contributory negligence, which went into effect on January 1, 2026. Since 1996, Louisiana had operated as a pure comparative fault state; the liability of each party whose fault caused damages was to be allocated among the respective parties based upon their appropriate percentage of fault, regardless of the legal theory of liability asserted against each party. Thus, a plaintiff 55 percent at fault could recover 45 percent of their damages from the liable defendants. The 2025 Tort Reform Amendments now prohibit a plaintiff in a personal injury action from recovering any damages if they are found to be 51 percent or more at fault for their damages. The 55 percent at-fault party in the example above is now prohibited from recovering any damages from any party. Importantly, this new legislation now requires the trial court to instruct the jury that if they find a plaintiff to be more than 50 percent at fault, then the plaintiff will not recover any damages.
Reprinted courtesy of
Lee M. Peacocke, Lewis Brisbois and
Benjamin Perkins, Lewis Brisbois
Mr. Peacocke may be contacted at Lee.Peacocke@lewisbrisbois.com
Mr. Perkins may be contacted at Benjamin.Perkins@lewisbrisbois.com
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