Traditional single-number cost estimates in construction are becoming obsolete as industry complexity and variables have fundamentally changed the way projects must be priced. Modern preconstruction requires more detailed, multi-faceted estimating approaches to provide meaningful certainty and accountability.
The construction industry faces both a labor shortage and a knowledge cliff as experienced workers retire, taking decades of expertise with them. AI can help bridge this gap by mentoring new workers and capturing institutional knowledge that might otherwise be lost.
Effective resource management is critical for construction projects as complexity increases and timelines tighten, making proper allocation of personnel and equipment essential. Labor shortages in construction compound these challenges, requiring better planning and management strategies to maintain project efficiency.
Construction crews rely on WhatsApp and Excel because they fit seamlessly into existing workflows, and new AI tools work best when they integrate with these familiar systems rather than forcing workers to adopt entirely new software. Agentic AI can boost jobsite performance and efficiency by working alongside the tools crews already use daily instead of replacing them.
OSHA has released resources to help construction companies prepare their safety protocols and worker training before the 2026 hurricane season. The guidance covers hazard recognition, emergency planning, and compliance requirements specific to hurricane-related construction work.
Robotic arms integrated with CNC machines are becoming more adaptable through improved software and integration tools from major suppliers. This advancement allows manufacturers to automate machine tending operations with greater flexibility and efficiency.
Construction spending grew 0.9 percent year-over-year in April, showing modest growth in the sector. Industry associations are pressing government officials to renew federal highway and transit funding before September to maintain momentum.
MISUMI Group is investing $1 billion to expand operations in the Americas and advance global AI and digital manufacturing capabilities. The company is combining its precision components with Fictiv's digital manufacturing platform to streamline bill of materials sourcing for construction and industrial projects.
Finland's MEP benchmarks offer practical guidance for European engineers navigating green building and digital transformation in mechanical, electrical, and plumbing systems. These standards help construction professionals align their practices with sustainability and technology modernization across the continent.
Deck boards face durability challenges like fastener mushrooming, splitting, fading, and uneven gaps that develop after exposure to weather over multiple seasons. Experienced builders prioritize new decking technologies that improve long-term performance and reduce maintenance risks.
Software development and security are increasingly becoming the main limiting factors for deploying robots in unstructured construction environments, according to QNX research. As physical AI systems move beyond controlled settings, the industry must prioritize robust software solutions to unlock the full potential of robotic innovation.
Daniel Kennerly of Alair Homes Orlando installed smart Kohler toilets throughout the 17,000-square-foot New American Home show house in Windermere, which featured extensive high-end technology. The primary challenge wasn't implementing the gadgets themselves, but rather the installation work required to integrate them properly.
California Assembly Bill 2047 has passed the state Assembly and now moves to the Senate, targeting the manufacturing of 3D printed firearms through new regulations. The bill, introduced by Assembly Member Rebecca Bauer-Kahan, would add the Firearm Printing Prevention Act to California law.
NIST has developed standardized performance benchmarks and testing procedures to evaluate humanoid robots, giving developers and manufacturers a consistent framework for assessment. This baseline will help the construction industry compare and select humanoid robots based on reliable, objective performance metrics.
Autodesk Assistant streamlines seven common construction tasks by consolidating RFIs, schedules, meetings, costs, safety issues, and project risks across disconnected tools and workflows. The tool helps construction teams save time and improve coordination as projects grow in size and complexity.
Window trimming typically uses either picture framing with casing on all four sides or a horizontal stool with side casings and an apron. A hybrid approach combines both methods to achieve aesthetic and functional benefits for certain window installations.
Conexeu Sciences, a regenerative tissue engineering company, has completed its Nasdaq debut to advance its bioregeneration platform technology. The preclinical-stage company aims to develop biological solutions for restoring lost or damaged tissues, potentially opening new applications in construction-related injury recovery and worker health.
Video-based AI systems have significant limitations and gaps that can actually compromise jobsite safety rather than improve it. Construction leaders should view AI as one tool among many safety measures, not as a complete replacement for human oversight and traditional safety protocols.
Neighborhood 91, an advanced manufacturing campus at Pittsburgh International Airport, is expanding with a new 108,000-square-foot building to attract additional businesses and jobs to the region. The facility broke ground as part of a broader effort to strengthen southwestern Pennsylvania's manufacturing sector.
Autodesk created a dedicated online hub specifically designed for small business customers working in architecture, engineering, and construction. The new division aims to make Autodesk's tools more accessible and relevant to smaller firms across these industries.
![AMA: Healthcare 2026: [Interview] A New Way to Fix Lumpectomy Deformities](https://3dprintingindustry.com/wp-content/uploads/2026/05/AMAHealthcare-2026-.png)
3D printing technology is emerging as a solution for reconstructing soft tissue deformities resulting from lumpectomy procedures, addressing a significant gap in surgical reconstruction options. Hundreds of thousands of women annually could benefit from this additive manufacturing approach, which represents one of the least clinically developed yet highest-need applications in healthcare.
Starting tradespeople face tough choices about which specialty tools to invest in when budgets are tight and experience is limited. Strategic tool selection early in a career requires prioritizing purchases that deliver the most value and capability for the work ahead.
Commercial fit-outs commonly encounter five recurring disruptions that can be mitigated through proper planning strategies. Understanding and preparing for these pitfalls helps project teams maintain schedules and budgets.
The Department of Transportation confirmed that truck drivers and other safety-sensitive transportation workers cannot legally use medical marijuana, even when licensed by their state, due to federal Controlled Substances Act restrictions. Construction firms employing drivers and equipment operators in safety-sensitive roles must maintain their existing marijuana use policies regardless of state-level medical marijuana legalization.