This story was originally published by Parth Tikiwala on the Bluebeam Blog.

Municipalities must adopt digital collaboration tools to streamline permitting and meet CHIPS Act demands. Here’s how they can start

The CHIPS Act, a landmark investment to boost semiconductor manufacturing in the United States, promises to reshape the nation’s technology landscape. With more than $50 billion allocated for domestic production and billions more for research and development, the act represents a bold step toward reducing reliance on foreign chip suppliers.

Yet, while much of the focus has been on manufacturers and contractors, a critical piece of the puzzle lies with local governments.

Municipalities will play a pivotal role in the success of these projects, particularly in managing construction permitting and records. For these high-profile initiatives to succeed, local governments must embrace digital collaboration tools to streamline processes, minimize delays and align with the advanced systems used by contractors.

How Municipalities Drive Success in CHIPS Act Construction Projects

The CHIPS Act’s ambitious goals depend on efficient project management at all levels. Semiconductor plants, with their high-tech infrastructure and specialized requirements, demand a seamless permitting process to avoid costly delays. But many municipalities still rely on outdated, paper-based workflows for permitting and records management.

These inefficiencies risk creating bottlenecks that could derail timelines and escalate costs for critical projects.

Local governments are key gatekeepers in ensuring compliance with regulations while supporting contractors with the tools they need to execute efficiently. Adopting digital collaboration tools will be essential to meeting these demands.

Maximizing Efficiency with Digital Collaboration Tools for Municipalities

Digital collaboration tools are transforming construction workflows by offering centralized platforms for managing permits, plan reviews and records. These tools facilitate real-time communication between stakeholders, automate compliance tracking and reduce errors in documentation.

For municipalities, they offer an opportunity to modernize their systems and align with the digital practices contractors are increasingly adopting.

A 2019 study by McKinsey & Company highlights that digital tools can reduce project delays by up to 45% and improve productivity by 14% to 15% in large construction projects. Using such tools, municipalities can significantly enhance their ability to process permits, manage records and support CHIPS Act projects.

Lessons from Successful Digital Plan Review Implementation

Some municipalities have already begun transitioning to digital systems with impressive results.

The city of Seattle serves as a prime example of how digital plan review systems can revolutionize municipal permitting processes. By implementing Bluebeam, Seattle’s Department of Construction and Inspections transformed its approach to handling project submissions.

The city transitioned from cumbersome, paper-based workflows to a streamlined digital system that enabled real-time collaboration among stakeholders, improved accuracy in plan reviews and significantly reduced processing times.

Practical Strategies for Municipalities to Embrace Digital Transformation

Municipalities looking to modernize their processes can take the following steps to prepare for the demands of CHIPS Act projects:

• Assess Current Processes: Conduct a workflow audit to identify inefficiencies in permitting and records management.
• Invest in Digital Tools: Choose platforms tailored to municipal needs, such as those offering review capabilities, automated compliance tracking and document storage.
• Train Staff: Provide training for staff to ensure a smooth transition to digital tools and minimize operational disruptions.
• Collaborate with Contractors: Align workflows with contractors’ digital systems to ensure seamless communication and avoid mismatches.
• Monitor and Optimize: Establish key performance indicators (KPIs) to measure the efficiency of new processes and make continuous improvements.

Addressing Challenges in Municipal Digital Transformation

While the benefits of digital transformation are clear, municipalities may face challenges such as budget constraints, resistance to change and integration difficulties. Addressing these issues requires a proactive approach:

• Budget Constraints: Advocate for CHIPS Act funding to include allocations for local digital upgrades.
• Resistance to Change: Emphasize long-term cost savings and efficiency gains.
• Integration Challenges: Implement phased rollouts and seek vendor support for training and technical assistance.

Building a Future-Ready Vision for Modernized Municipalities

As semiconductor manufacturing becomes a cornerstone of the US economy, municipalities must rise to meet the challenge of supporting these projects efficiently.

Digital collaboration tools offer a pathway to modernize workflows, improve interdepartmental coordination and ensure compliance with complex regulations. By adopting these tools, local governments can position themselves as valuable partners in the success of the CHIPS Act.

Modernization is not just about keeping up with contractors; it is about creating a resilient, future-ready public sector capable of supporting large-scale, transformative projects.

As the CHIPS Act lays the foundation for America’s semiconductor future, municipalities can play a key role in building it—efficiently, effectively and digitally.

ion in the industry. It underpins our value and supports our future growth.”

This story was originally published by Diana Kightlinger on the Bluebeam Blog.

In 2022, the visual generative artificial intelligence (AI) tools Midjourney and DALL-E hit the scene, both letting creators input text prompts to bring wild conjurings to life as realistic renderings. According to Stanislas Chaillou, author of “Artificial Intelligence and Architecture,” AI is the latest major development in architectural technology. Although it’s easy to get swept up in the glitzy generative side, designers are finding many more ways that AI can expand creativity while saving time, money and brainpower for more rewarding tasks.

In London, for example, the Applied Research and Development Group (ARD) at Foster + Partners began applying AI and its offshoot machine learning (ML) in 2017. The group used it for models ranging from design-assist, surrogates, knowledge dissemination, business insight—and, yes, its own take on diffusion models that generates images from natural language. Los Angeles-based Verse Design tapped AI to meet aesthetic and performance criteria for a structure that recently won a 2023 A&D Museum Design Award.

But implementing AI doesn’t come without obstacles—including questions about protecting intellectual property (IP), training with appropriate datasets and defining creativity when it seems to lie with the designer of the AI script.

AI design assistance arrives

One ARD Group study involved laminates that self-deform when subject to temperature, light or humidity. The materials would enable a façade that responds differently depending on conditions to provide shading, prevent overheating or increase privacy. But to simulate the laminates’ nonlinear and unpredictable response, the group turned to ML.

“We used ML to predict how a passively actuated material would react to variable temperature changes,” said Martha Tsigkari, senior partner. “With the help of our bespoke distributed computing and optimization system, Hydra, we ran thousands of simulations to understand how thermoactivated laminates behave under varied heat conditions. We then used that data to train a deep neural network to tell us what the laminate layering should be, given a particular deformation that we required.”

Predicting material deformation was just one application. To help automate mundane tasks and turbo-power productivity, the ARD Group is working on many more ideas around AI-powered design assist tools.

Verse Design faced similar performance constraints when designing the façade of Thirty75 Tech. The designers needed to find the optimal pattern of louvers to mitigate heat gain and meet California’s Title 24 energy efficiency standards.

“The final geometries were generated parametrically with real-time simulation data,” Tang explained. “The geometries were fed back to the energy model to find and confirm the most energy-efficient combination of louver variations that met the intent of the visual expression and performance objectives.”

Extraordinary content delivered faster

Foster + Partners has also used surrogate models to replace slow analytical processes—and keep costs in check—when exploring the impact of changing design variables. These ML models train on huge datasets to deliver a prediction that is sufficiently exact and, most critically, available in real time. In early design stages, the surrogate model lets designers balance accuracy with the ability to make sound decisions sooner.

Foster + Partners’ in-house application programming interface (API) lets clients connect from digital content creation tools. With these plug-ins, users can run predictions directly. The interface also lets designers deploy diffusion models like Midjourney to stir imaginings.

“The capability of these transformers-based models to describe images, understand their context and make suggestions based on it has moved the discussion from image manipulation to natural language processing for content creation,” Tsigkari said.

Intellectual property creates a conundrum

Some creators express concern about losing control of intellectual property when feeding their own assets into AI apps. For instance, class-action lawsuits against software providers contest use of copyrighted images to train systems. Tsigkari stressed the need to understand security and IP considerations and read terms and conditions before using any software. But the challenges go beyond IP.

“It is not only the fuzzy boundaries around IP that are argued,” she said. “The lack of robust legal frameworks to deal with AI and ringfence how data may be used are going to challenge how these technologies are implemented.”

Tang doesn’t have the same concerns about IP. “As Voltaire said, ‘Originality is nothing but judicious imitation,’” he commented. “The idea is not to mindlessly copy but to critically apply the technology as a tool with generative capabilities. It requires that human intellectual and critical content to tease out the real meaning to us as designers and therefore become something slightly different.”

Input determines outcome

Given the dependence of AI output on the data that are input for training, another consideration for Tsigkari is the quality of AEC datasets. “There is one universal truth behind AI: data is king,” she said. “If we want to use and control these technologies to the best of our ability, we need to learn to control the data that drives them first.”

She noted the need for consistent tagged building datasets that are “contextualized, socially appropriate, structurally viable, sustainability sensitive and code complying. Our first challenge is to collect, organize and process our data across disciplines in a meaningful manner so that we can leverage it. Deploying in-house trained—rather than pre-trained—models is also a very robust way of ensuring the quality of your results,” she added.

Creativity balances AI and CHI

As AI becomes more embedded in the work of architecture, how does the definition of creativity change? Tang evoked the “Star Trek” character Data when discussing the imperative of human agency to refine the outcomes AI generates. “Data is an artificial intelligent being constantly looking for the human side of himself,” Tang explained. “I don’t think AI can ever supersede or replace human intelligence, particularly CHI.”

Tsigkari noted that humans have the upper hand on several qualities that enable creativity—including aesthetics, emotion, collaboration, communication and responsibility. “We should be focusing on how AI can become a creative assistant that is augmenting, rather than replacing, creativity—and the values we bring to the table are driving the changes we want to see.”

This story was originally published by Emily Beyda on the Bluebeam Blog.

Roughing it in the great outdoors is a little more luxurious in these cabins, which underwent a painstakingly detailed and complex design and construction process (from 2023)

hen it comes to roughing it in the great outdoors, most of us would be excited to spend the night in a simple log cabin or lean-to. But in Australia, which boasts thousands of miles of hiking and camping trails throughout its many national parks and wilderness areas, they do things a little differently.

So when it came time to design and construct the campsites along the challenging 13-day Grampian Peaks Trail route, planners knew they needed something special to match the natural scenery. But how could they create breathtaking structures in remote areas, many of which are unreachable by road?

Nick Griffin, Melbourne Co-Studio lead and associate director at McGregor Coxall, and Justin Noxon, architect and studio partner at Noxon Giffen, were ready to rise to the challenge.

An unmatched location

For Griffin and Noxon, the natural beauty of the site inspired an expansive creativity in the team’s approach to the design process. Also known by its aboriginal name, Gariwerd, Griffin described the area as “a significant landscape,” adding, “The environmental and cultural significance of Gariwerd drew us to the project.”

A look inside one of the cabins. Photo: Adam Gibson.

One of the most biodiverse places in Victoria and home to about a third of all native area plant species, there’s a reason this remote trail has been so perennially popular with ambitious hikers from all over the globe. “With such diverse terrain and unique natural resilience, the landscape and its systems form the primary inspiration for our design response,” Griffin said.

For Griffin and his associates, taking the time to truly immerse themselves in this landscape was an essential part of the design process. “The design team made multiple trips out to Gariwerd to spend time observing and documenting site conditions,” he said. “Immersion in each individual site took place to gain a holistic appreciation for and knowledge of the landscape in different weather conditions and at times of day.”

After spending time within each site, Griffin said the team created structures that mirrored the natural landscape that surrounded them, drawing both visually and materially from the park. “The form and placement of the architecture were inspired by the large-scale sandstone uplift evident throughout the Grampians; this is echoed in the single pitch of roof elements,” Griffin explained.

Photo: Adam Gibson.

Each structure even makes use of materials drawn naturally from the landscape. “The design vision included a robust and natural materials palette, considered in response to each individual site’s nature, colors and textures,” Griffin said. “For example, all rock was sourced from within each campsite.”

Designing with hikers in mind

The team knew how its structures needed to respond to the landscape—but what about the people who would be using them? Griffin said that throughout the project, the design team kept the specific experience of hikers at the forefront of their processes.

“The experiential design of all campsite elements was mindful to be specific to that of a hiking experience, therefore the comfort target for architectural elements sought to elevate only slightly from that of a tent,” he explained. “The aim was to feature architecture that would grow in parallel with the nature that surrounds it, minimizing harm to environments and keeping Gariwerd’s stunning landscape as the hero.”

Noxon said this commitment was clear from the moment the team read the key parameters that would define the project. “The brief called for the campsites to ‘touch the ground lightly,’ minimizing the impact on the environment and maintaining Gariwerd’s iconic, biodiverse landscape as the hero,” he said. “The structures were built to provide comfort and amenities for hikers, using materials that would blend into the landscape over time. Structures provide the essentials of weather protection and basic shelter, collect water, treat wastewater on-site and provide solar-powered battery charges for hiker safety for mobile phone navigation and safety within the context of a remote hiker trail experience.”

Where and how the cabins were constructed was as important as the amenities they contained.

“Off-grid campsites are designed with mindfulness to guidelines and tracks—intuitive circulation allows for more sustainable campsites that minimize public access to dense vegetation,” Noxon said. “Accommodating to a variety of users, abilities and intensities, the walk will conserve and protect Gariwerd’s beauty, achieving the highest possible grade of environmental sensitivity through the protection of site-specific conditions such as biotope preservation, overland flow management and microclimate.”

Construction complexities

Once construction began, Griffin said the complexity of the project became clear. “The remoteness of the 11 sites represented a lot of obstacles,” he said. “One of the major challenges was to ensure a consistent quality was achieved across several sites under construction concurrently.”

Collaborating closely with their contractor and Parks Victoria, which backed the project, Griffin and his team made regular visits to the Gariwerd sites throughout the construction process, which used a modular approach that allowed for the prefabrication of all of the elements, which could then be transported via airlift or vehicle to their designated sites.

Several sites were constructed concurrently as part of a prototyping process whose lessons would be applied to the next batch of sites—a unique method that allowed the team to meet their timing and budgetary goals. When lockdowns made in-person site visits challenging, the team figured out how to do virtual inspections from afar, so construction could stay on track.

Photo: Adam Gibson.

Now that the project is open to the public, Griffin and Noxon say the response has been enthusiastic. “The feedback that the project team have received on the project has been largely positive,” Griffin said. The campsites provide a great level of amenity for hikers without inhibiting the sense of nature. The campsite interventions are true to the brief of being subservient to the natural landscape; they simply add a layer of comfort to those seeking to immerse themselves in the magical Gariwerd landscape.

Noxon added that he hopes the structures will enhance hikers’ appreciation for the beauty of the region. “The campsites are designed to support the hiker experience of Gariwerd; to become part of the landscape; to promote connection and understanding of Gariwerd,” he said. “The architectural response fosters a slow, gentle and quiet interaction, an elemental experience of place.”