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We discuss why so much building data stays dark and siloed, from outdated networking technology to the shortage of people who understand both engineering and property.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
Substantial Evidence of Flood Loss is Not a Substitute for Required Proof of Loss
April 20, 2026 —
Tred R. Eyerly - Insurance Law HawaiiThe court found that the insurer properly denied the insured’s claim for loss due to flood because a proof of loss was never submitted. Bay Haven at Coco Bay Condominium Association, Inc. v. Hartford Ins. Co. of the Midwest, 2026 U.S. Dist. LEXIS 6847 (M.D. Fla. Jan. 14, 2026).
Bay Haven managed several condo buildings. When Hurricane Ian hit, it caused significant flood damage to these properties. Bay Haven held federal flood insurance policies through Hartford under “Write-Your-Own” policies. This meant Hartford was essentially a fiscal agent that managed policies and handled claims but paid them using federal funds.
Following the storm, FEMA extended the usual 60-day deadline for filing a proof of loss to one year, or until September 28, 2023. Bay Haven did not submit its proofs of loss until November 2023. FEMA granted an extension but only for the specific amounts in the November requests. Hartford did not waive the 60-day proof of loss requirement for any other proof of loss. Hartford paid the amounts reflected in the November submissions.
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Tred R. Eyerly, Damon Key Leong Kupchak HastertMr. Eyerly may be contacted at
te@hawaiilawyer.com
Endra Rethinks MEP Design with AI
July 06, 2026 —
Aarni Heiskanen - AEC BusinessNiklas Lindgren, co-founder and CEO of Endra, joins the
AEC Business Podcast to discuss why his Stockholm-based startup is rebuilding MEP design from the ground up with AI. Endra recently raised $50 million in Series A funding and counts some of the world’s largest engineering consultancies as customers.
Niklas explains why Revit’s underlying data model is too coarse to support deep automation, and why Endra built its own granular 3D data model instead of working as a plugin. He describes Endra’s “spatial AI” approach to routing conduit and ductwork without clashes, and how the platform models entire electrical systems, from receptacle to transformer, inside a single source of truth.
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Aarni Heiskanen, AEC BusinessMr. Heiskanen may be contacted at
aec-business@aepartners.fi
Course of Construction Exclusions and the CGL Policy
July 20, 2026 —
Anna M. Perry, Rachel S. Kindseth & Nina Catanzaro - Saxe Doernberger & Vita, P.C.I. Course of Construction Exclusions
Course of Construction (“COC”) exclusions are found on General Liability and excess liability policies, typically a wrap-up or project specific policy, and generally exclude “all property damage occurring during the course of construction.” Insurers claim COC exclusions are not problematic because they are intended to prevent an overlap in coverage between the general liability policy and first-party property Builder’s Risk policy. However, because General Liability policies and Builder’s Risk policies provide coverage for different risks, COC exclusions can create a gap in coverage for owners and contractors. Therefore, any exclusion on a wrap-up or project specific policy that limits coverage for property damage liability should be scrutinized, and amendments sought when warranted and commercially achievable, for owners, developers and contractors because General Liability policies do not cover the same risk as that of a Builder’s Risk policy.
General liability policies provide defense and indemnity to the insured(s) for claims made by a third-party against the insured. Broad COC exclusions serve to preclude coverage for all property damage, not just property damage to the insured project. This includes property damage to property other than the insured project, e.g. an adjacent property. On the other hand, Builder’s Risk policies provide first-party property coverage for direct physical loss to the project during the course of construction. The Builder’s Risk policy will not provide coverage for property other than the project itself (e.g., adjacent property) and it will not provide a defense or indemnity in the event the owner of the damaged property brings a claim against a potentially at-fault party.
Reprinted courtesy of
Anna M. Perry, Saxe Doernberger & Vita, P.C.,
Rachel S. Kindseth, Saxe Doernberger & Vita, P.C. and
Nina Catanzaro, Saxe Doernberger & Vita, P.C.
Ms. Perry may be contacted at APerry@sdvlaw.com
Ms. Kindseth may be contacted at rkindseth@sdvlaw.com
Ms. Catanzaro may be contacted at NCatanzaro@sdvlaw.com
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Real Estate & Construction News Roundup (7/15/26) – The World Cup’s Effect on Commercial Real Estate, Megadeals Lift CRE Sales and Algorithmic Pricing Lawsuits Continue
July 27, 2026 —
Pillsbury's Construction & Real Estate Law Team - Gravel2Gavel Construction & Real Estate Law BlogIn our latest roundup, DOT earmarks $1.73B in BUILD grants, federal housing bill becomes law, data center surge cools off, and more!
- Data center planning cooled off month over month from “extraordinary levels” to start the summer, while other areas of construction finally picked up a little steam. (Sebastian Obando, Construction Dive)
- The U.S. Department of Transportation announced $1.73 billion in 2026 BUILD grants covering 127 projects across 50 states, Washington, D.C., American Samoa, Guam and Puerto Rico. (Joe Bousquin, Construction Dive)
- As algorithmic pricing lawsuits continue to play out around the country, more apartment owners and managers have settled. (Julie Strupp, Multifamily Dive)
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Pillsbury's Construction & Real Estate Law Team
Lost in Translation: AEC Tech’s Missing Role
May 12, 2026 —
Aarni Heiskanen - AEC BusinessI once visited a construction site where the contractor’s headquarters had commissioned a tech company to build an on-site quality-inspection application. The developer had admitted to the site engineer that they had never set foot on a construction site before. The engineer showed me what he was actually using: his own phone camera and an Excel sheet. The new app did not map to how work actually happened on site.
This is not an isolated story. The vendor builds something technically coherent but operationally disconnected. The client, somewhere up the chain, had fallen in love with the idea of the solution before anyone had built an honest business case for it.
The result is a tool that gets demonstrated at a board meeting but isn’t used in the field.
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Aarni Heiskanen, AEC BusinessMr. Heiskanen may be contacted at
aec-business@aepartners.fi
Data Center Construction and the AEC Partner of the Future
April 14, 2026 —
Aarni Heiskanen - AEC BusinessDuring my involvement in designing mobile phone production facilities, the speed of design and construction was critical. Any delay could directly translate into lost revenue. That same logic now applies to data centers, though the stakes are much higher. Instead of optimizing physical production lines, we are constructing infrastructure for digital production.
The global data center capacity is expected to nearly double by 2030, and with this level of demand, the traditional project-by-project delivery model begins to show its limitations.
Data centers are no longer isolated projects in the traditional sense. They are evolving into repeatable, scalable production systems, making them ideal environments for AEC process and business model innovation.
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Aarni Heiskanen, AEC BusinessMr. Heiskanen may be contacted at
aec-business@aepartners.fi
Building the Research and Healthcare Facilities of Tomorrow Without Impacting the Progress of Today
August 16, 2026 —
Jason Tobias - Construction ExecutiveResearch labs run experiments that can’t be paused. Hospitals treat patients around the clock. Yet these same facilities constantly need upgrades—new infrastructure, modernized systems, renovated spaces—to meet the demands of twenty-first century science and medicine. The challenge for construction teams isn’t just building. It’s building without ever turning the lights off.
This unique dynamic creates an environment where construction activities are happening adjacent to sensitive testing and treatment, a complex setting where disruptions can have serious consequences.
Skanska continues to successfully navigate these challenges across multiple sectors, including from occupied lab space at the
North Carolina Department of Environmental Quality’s (NCDEQ) Reedy Creek Laboratory in Raleigh to hospital corridors alongside staff and patients in various hospital locations across the country.
Reprinted courtesy of
Jason Tobias, Construction Executive, a publication of Associated Builders and Contractors. All rights reserved.
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