WARREN COUNTY TENNESSEE CONSTRUCTION EXPERT WITNESS
DIRECTORY AND CAPABILITIES

We’re Burning Tokens to Clean Up Bad PDFs

August 24, 2026 — Aarni Heiskanen - AEC Business
Last Thursday, researchers from Tampere and Aalto universities reported on preliminary results of two AI- and digitalization-related projects. One project demonstrated how AI can automate the Bill of Materials process; the other tried to quantify the impact of data-driven construction and AI. The conclusion was that AI-powered automation can dramatically increase productivity, but unevenly. However, the substantial benefits may come from better outcomes rather than project efficiency. Various standards, company-specific practices, project-specific schemas, and traditions are designed for humans to comprehend. 2D drawings and text documents as PDF files, Excel sheets, and design and planning software have the information, but not the data in ideal form for automation. Read the full story...
Reprinted courtesy of Aarni Heiskanen, AEC Business
Mr. Heiskanen may be contacted at aec-business@aepartners.fi

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Construction Robotics Works Where Variation Ends

August 11, 2026 — Aarni Heiskanen - AEC Business
BuiltWorlds published its 2026 Robotics Top 50 this summer, and the list is genuinely wide. Fifty solutions across nine categories, from 3D printing and prefabricated component manufacturing to earthmoving, demolition, material transport, layout, installation, inspection, and drilling. The honorees come from sixteen countries. It looks like robotics has finally spread across the whole project lifecycle. However, having vendors in nine categories does not mean that contractors are robotizing their work en masse. Zacua Ventures, in its 2026 construction robotics report, estimates that on-site robotics accounted for less than 0.03% of global construction spending in 2025. Zacua says: “That is not a failed market. It is a market at the beginning of an adoption S-curve”, while warning that its estimates rest on private vendor data and may be high if vendors overstate how widely their machines are deployed. Read the full story...
Reprinted courtesy of Aarni Heiskanen, AEC Business
Mr. Heiskanen may be contacted at aec-business@aepartners.fi

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RONI: What You Lose by Not Investing in AI – With Sam Zolfagharian

September 21, 2026 — Aarni Heiskanen - AEC Business
Sam Zolfagharian returns to the AEC Business Podcast for her second appearance. She is an AI strategist, keynote speaker, and the author of two books, Disrupt It and Future by Design. She spoke at the AI in AEC conference in Helsinki in March, and we picked up the conversation where that keynote left off. The starting point was a question her clients keep raising. Executives are being asked by their boards about the return on their AI investments, and many of them do not have an answer they trust. This episode is about what to measure instead, and when the dollar figure finally becomes the right number to look at. Read the full story...
Reprinted courtesy of Aarni Heiskanen, AEC Business
Mr. Heiskanen may be contacted at aec-business@aepartners.fi

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The ROI of Estimating Accuracy in Preconstruction

September 15, 2026 — Aaron Kivett - Construction Executive
Precision 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. Read the full story...

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Turning Expert Services into Products

July 20, 2026 — Aarni Heiskanen - AEC Business
A Finnish engineering, architecture, and project consulting company, AINS Group, recently opened an online store to purchase fixed-price services. The store presents specialist work in a product-like format, with fixed service names, defined scopes, and visible prices, such as a building history report, a zoning plan cost analysis, and a technical preliminary survey for a property transaction. Is this productization a smart move or a sign that expert services are being commoditized? Read the full story...
Reprinted courtesy of Aarni Heiskanen, AEC Business
Mr. Heiskanen may be contacted at aec-business@aepartners.fi

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Oracle's $16B Michigan Data Center Secures Financing as Power Contracts Face Appeals

June 08, 2026 — Bryan Gottlieb - Engineering News-Record
A $16 billion hyperscale data center under construction outside Ann Arbor, Mich., has secured financing backed by Blackstone and other institutional investors, even as the project's power supply agreements now face a legal challenge before the Michigan Court of Appeals. Read the full story...
Reprinted courtesy of Bryan Gottlieb, Engineering News-Record
Mr. Gottlieb may be contacted at gottliebb@enr.com

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Texas Prepares to Restart Data Center Construction, with Around 300 Projects Under Review And 6,608 MW Awaiting Energization Approval, Driving Demand for Rapid-Response Lifting Operations

October 20, 2026 — Sarens
Texas is experiencing an unprecedented increase in power demand. The ERCOT (Electric Reliability Council of Texas) power grid reached a record peak demand of 91.1 GW in summer 2026, 6% above the previous record, according to the U.S. Energy Information Administration (EIA). This is compounded by interconnection requests totaling around 474 GW, more than five times the record peak, with approximately 90% of these requests related to data centers, according to the Office of the Governor of Texas. Within this context, authorities have launched a comprehensive review process. In August , the Governor directed the Public Utility Commission of Texas (PUCT) and ERCOT to audit all data centers progressing toward grid connection, covering around 300 projects. ERCOT has also suspended approvals to energize data centers of 75 MW or more and has set December 10 as the date for the publication of its reports. For the industry, this pause creates a valuable planning window. Goldman Sachs notes that it takes 18 to 24 months to build a data center once permits have been secured, while only 50% to 60% of planned capacity is delivered on schedule. Supply chain constraints and labor shortages are among the most common causes of delays. In this context, construction agility is becoming increasingly critical. A one-month delay at a typical 60 MW U.S. data center is estimated to cost up to $14.2 million in lost revenue, additional costs and penalties, according to STL Partners data. Against this backdrop, Sarens, which has operated in the U.S. since 2009 and is headquartered in Houston, with offices also in Odessa and Beaumont, positions as a logistics partner for developers and contractors preparing for the execution phase. Read the full story...
Reprinted courtesy of Sarens

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Samuel Alhadeff Represents LGI Homes in Acquisition and Re-Entitlement of Maravilla Estates

July 06, 2026 — Lewis Brisbois
Temecula Partner Samuel Alhadeff recently represented LGI Homes in its acquisition and re-entitlement of Maravilla Estates, a 169-lot active adult community located in San Jacinto, California. The acquisition and re-entitlement of the project provide LGI Homes with the opportunity to deliver much-needed age-qualified housing in one of Riverside County's growing residential markets. The community includes a recorded final map and finished lots, as well as future development inventory and planned amenities, positioning the project for continued development and completion. Read the full story...
Reprinted courtesy of Lewis Brisbois

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