

Doxel is heading to DCAC USA 2026 on August 24-26 at the Austin City Limits Live, Moody Theater. Come see us on “The Porch” on August 24th-26th.
Known as “The People’s Conference,” DCAC USA has become one of the most respected operator- and builder-focused gatherings in the data center industry. As a Gold Partner, Doxel will join data center owners, operators, engineers, contractors, and delivery leaders for candid discussions around the realities of building critical infrastructure at scale.
DCAC USA brings together the industry's top owners, developers, contractors, and technology innovators for three days of networking, collaboration, and conversations driving the future of mission-critical construction.
As AI infrastructure expands, project teams need better visibility and more reliable ways to deliver increasingly complex construction programs. Doxel's AI-powered Work-in-Place (WIP) tracking and schedule analytics provide an objective view of construction progress, helping teams identify risks earlier, improve coordination, and make faster, more informed decisions.re using AI to:

The next challenge in data center construction isn't building one project. It's building the next project more efficiently than the last.
Doxel is excited to attend the Data Center Investment Conference & Expo (DICE): South, where data center developers, owners, contractors, and technology leaders will explore the strategies shaping the next generation of AI infrastructure.
Texas continues to lead the nation's data center expansion, fueled by unprecedented AI demand and billions of dollars in new investment. Recent announcements include major financing for new Texas campuses and hundreds of planned projects across the state, reinforcing the region's position as one of the world's fastest-growing data center markets.
Delivery at Scale: How to Move From One-Off Wins to a Repeatable System

Panelists:
Location: Dallas, Texas
Dates: Wednesday, Aug 12-13, 2026
Event Page
As AI infrastructure expands from single facilities to multi-campus programs, contractors must deliver consistent results despite labor shortages and increasingly aggressive schedules. John Rewolinski will join industry leaders to discuss practical strategies for building repeatable delivery systems that improve project performance at scale.
Doxel's AI-powered Work-in-Place (WIP) tracking and schedule analytics give teams objective, real-time visibility into construction progress, helping them identify risks sooner, improve coordination, and make faster decisions.
Visit Doxel at DICE South to see how leading data center builders are using AI to:
Learn how Doxel is helping data center teams deliver faster, with greater confidence and consistency.


Doxel is heading to DCAC Europe 2026 on June 23–24 at The Roundhouse in London. See us on "The Balcony" during the event on June 24.
Known as “The People’s Conference,” DCAC Europe has become one of the most respected operator and builder-focused gatherings in the data center industry. The event brings together owners, operators, engineers, contractors, and delivery leaders for candid discussions around the realities of building critical infrastructure at scale.
Unlike larger corporate trade shows, DCAC Europe is intentionally designed around community, practical conversations, and operational insight. The event consistently attracts the people directly responsible for solving some of the industry’s most challenging problems.
“We are in the middle of the fastest industrial shift in human history — the 5th Industrial Revolution. AI, compute, power, labor, land, capital, and community trust are colliding in real time, yet the world still fundamentally misunderstands the sector making it all possible.
Data centers are not background infrastructure. They are the front line of the AI era. That disconnect is no longer just frustrating. It is actively dangerous.
Misconceptions around our industry are slowing workforce development, delaying policy clarity, impacting community trust, and creating friction across project execution and capital deployment. This year, DCAC is focused on confronting that narrative head-on.” - DCAC Team
DCAC Europe brings together the people responsible for building and operating some of the world’s most complex data center projects.
That is why Doxel continues to attend year after year.
The event creates valuable opportunities to connect directly with teams focused on improving construction performance, increasing schedule certainty, reducing risk, and delivering projects faster with greater predictability.
Doxel helps owners and contractors gain objective visibility and actionable insights into construction progress through AI-powered progress tracking. By comparing field conditions against BIM models and schedules, teams can identify risk earlier, improve coordination across trades, and make faster, more informed decisions.
Instead of relying on subjective updates or delayed reporting, project teams gain measurable visibility into actual production progress across the jobsite. This allows teams to understand what is truly complete, what is falling behind plan, and where intervention may be needed before delays compound.
On major projects, Doxel has helped teams move beyond subjective “rule of thumb” tracking toward objective production benchmarking and real-time operational insight.
This level of visibility becomes increasingly important on fast-moving data center projects where even small coordination issues can create cascading schedule impacts across multiple trades and work areas.

Representing Doxel at the event includes Faiz Alidina, Director of Sales, EMEA, Ken Denning, David Brody, Hamza Abukar, and Dom Pound-Palmieri.
Doxel will also participate in the networking and community events surrounding DCAC Europe, including the DCAC Charity Golf event on June 23 at Sudbury Golf Club.
If you are attending DCAC Europe 2026, connect with Doxel to learn how leading data center teams are improving visibility, predictability, and execution certainty across complex construction programs.
Event website: DCAC Europe 2026

How Doxel Is Bringing Real-World AI to the BuiltWorlds Construction Tech Conference
The BuiltWorlds Construction Tech Conference is one of the industry’s leading events for construction leaders embracing emerging technologies.
This year, on July 8–9, 2025, more than 500 construction decision-makers and innovators will gather at Chicago’s Convene, Willis Tower. The central question:
How do we move AI, robotics, and automation from concept to jobsite reality?
At Doxel, we believe the answer is clear — real-time clarity and automated progress tracking are the missing links between design, schedule, and delivery. That’s why top data center developers and general contractors rely on Doxel to deliver projects on time, on budget, and ahead of risk.

This year’s conference agenda explores how AI, robotics, and automation are transforming construction workflows.
Don’t miss Doxel’s VP of Product, Reid Senescu, on the main stage alongside leaders from Mortenson, RG Construction, and EllisDon.
Spotlight Session:
Innovation in Motion: Disruption That Delivers
📅 Tuesday, July 8 | 9:40–10:15 AM
📍 Convene, Willis Tower | Chicago, IL
What You’ll Learn in the Session:
It’s no longer enough to talk about AI’s potential. The industry needs field-ready solutions that deliver measurable results today:
With 8 of the top 10 data center developers already trusting Doxel, we’re proving that AI isn’t just a buzzword — it’s the foundation for smarter, more reliable construction.
Attending BuiltWorlds? Join Reid’s panel and connect with our team onsite. Let’s talk about how AI-powered progress tracking and predictive analytics help your projects stay on track — from groundbreaking to handover.
Event Details:
📅 July 8–9, 2025
📍 Convene – Willis Tower | Chicago, IL
🔗 Learn more and register
Doxel is proud to join the Data Center Investment Conference & Expo (DICE): National, one of the most influential events for data center developers, operators, owners, and end users. As the demand for AI and digital infrastructure accelerates, DICE National brings together industry leaders to explore the tools and strategies shaping tomorrow’s data centers.
Doxel is proud to join the Data Center Investment Conference & Expo (DICE): National, one of the most influential events for data center developers, operators, owners, and end users. As the demand for AI and digital infrastructure accelerates, DICE National brings together industry leaders to explore the tools and strategies shaping tomorrow’s data centers.
Onsite Construction: Implementing The Best Tools and Technology for Project Delivery
Panel Speaker: Reid Senescu, VP of Product Management, Doxel
Panelists:
📍 Location: Virginia, USA
📅 Date: Tuesday, May 20 – Thurs, May 22, 2025
🔗 Event Page
Reid will join fellow experts to discuss how modern construction technology is driving better outcomes—from reducing rework to improving schedule certainty and visibility in the field. Doxel’s Automated Progress Tracking solution is helping teams deliver with speed, precision, and control—at scale.
As the industry scales to meet global data center demand, Doxel is proud to support owners and builders with the technology to keep pace—on time, on budget, and with full transparency.
Stop by and learn how we’re helping construction teams build smarter, and deliver physical intelligence.
Doxel is excited to join DCAC Europe 2025, Europe’s premier event for advancing digital infrastructure. Held in Dublin, this two-day summit brings together the top minds in data center design, engineering, and construction to tackle challenges in speed, scale, and delivery certainty.As pressure grows to deliver high-performing data centers faster and more reliably, DCAC Europe provides a critical forum for exploring how innovation is reshaping project execution across the region.
Doxel at DCAC Europe 2025: Accelerating Progress with AI-Powered Visibility
Doxel is excited to join DCAC Europe 2025, Europe’s premier event for advancing digital infrastructure. Held in Dublin, this two-day summit brings together the top minds in data center design, engineering, and construction to tackle challenges in speed, scale, and delivery certainty.
As pressure grows to deliver high-performing data centers faster and more reliably, DCAC Europe provides a critical forum for exploring how innovation is reshaping project execution across the region.

📍 Location: Dublin, Ireland
📅 Date: May 13–14, 2025
🔗 Event Page
Doxel’s Advanced Progress Tracking equips teams with real-time visibility into progress—improving alignment with plan, reducing rework, and enabling faster decisions on the ground. As the industry adopts more ambitious build schedules, tools that reveal truth on the jobsite are more essential than ever.
At Doxel, we believe visibility drives velocity. We’re proud to support the construction leaders building tomorrow’s infrastructure—and we’re here to learn, collaborate, and grow with the industry.

Big things are happening in Dubai. Doxel is headed to DCD>Connect MENA 2025!
Doxel is proud to participate in DCD>Connect MENA 2025, one of the most anticipated data center summits in the region. With demand for digital infrastructure skyrocketing across the Middle East, this event brings together key stakeholders to address the challenges of building capacity at scale.

Daniel Cheney will join a high-profile panel alongside leaders from Batelco, CIB Egypt, Nxtra Africa, and Pure Data Centres Group to discuss the future of data center construction and how to keep pace with rapid regional growth.
📍 Location: Dubai, UAE
📅 Date: April 16, 2025
⏰ Time: 15:00–16:00
🎤 Panel: DCD>Major Panel: Building the Future – Meeting Booming Capacity Demands in the Region
🧑💼 Panelists: Daniel Cheney, VP of Sales, Doxel; Sayed Hasan Amin, Head of Operations, Batelco; Yashnath Issur, CEO, Nxtra Africa; Hosam Mohie, Data Centers Manager, Commercial International Bank Egypt; Steffen Zimmermann, Project Director, Pure Data Centres Group
Attendees will hear from major developers and technology providers on topics such as hyperscale expansion, schedule certainty, workforce constraints, and sustainability. Doxel will showcase how construction teams can improve outcomes using its AI-powered Work-in-Place (WIP) tracking platform, enabling real-time comparisons of field progress against the plan.
As new markets emerge and capacity demands surge, speed, transparency, and control are more important than ever. “Meeting capacity demand in MENA isn’t just about building faster—it’s about building smarter. Doxel equips data center teams with the tools to drive measurable improvements in speed, cost, and reliability.”
– Daniel Cheney, VP of Sales
Doxel is excited to be part of the conversation, joining top industry experts to discuss how better project execution and early visibility reduce change orders and accelerate speed to market. Visit us at Booth #37.
📅 March 17–19, 2025 | 📍 Salt Lake City, Utah
The Advancing Data Center Construction (ADCC) West conference is where data center leaders, contractors, and technology providers come together to address the most pressing challenges in mission-critical construction. This highly focused event delivers actionable strategies, industry insights, and opportunities to engage with key decision-makers in the field.
Doxel is excited to be part of the conversation, joining top industry experts to discuss how better project execution and early visibility reduce change orders and accelerate speed to market. Visit us at Booth #37.
ADCC West is designed specifically for mission-critical construction teams, covering topics such as supply chain constraints, scheduling challenges, and client-driven expectations. The conference’s new dual-track format allows attendees to focus on emerging industry trends or practical solutions to improve project delivery.
The industry’s most pressing concerns—labor shortages, budget overruns, and misalignment between stakeholders—require strategic solutions. Sessions will cover:
With three full days of interactive audience breakouts, speed networking, and expert panels, ADCC West is the perfect setting to connect with top professionals from the data center construction ecosystem.
📅 Tuesday, March 18, 2025 | ⏰ 10:30 AM
🎤 Panel: Setting Projects Up for Success
Doxel joins top industry leaders in a discussion on reducing change orders, managing scope, and ensuring seamless project execution.
ADCC West provides exclusive insights, actionable takeaways, and the opportunity to connect with key decision-makers in data center construction. Doxel’s panel will help you:
✔ Reduce project risks by aligning execution with client expectations.
✔ Improve collaboration with AI-driven project tracking.
✔ Gain real-world strategies for minimizing scope changes and delays.
📍 Join us in Salt Lake City to learn how Doxel is transforming data center construction.
🔗 Learn more about the event here

This collaboration marks a significant step forward in Lean Construction, merging Doxel’s cutting-edge progress tracking technology with Touchplan’s proven production planning capabilities to enable an optimized construction workflow that bridges the gap between planning and execution.
SAN FRANCISCO, CA & BOSTON, MA – January 14, 2025 – Doxel, an industry leader in AI-driven construction progress tracking, and MOCA Systems, Inc. (MSI), the provider of the leading production planning platform, Touchplan, are excited to announce a new partnership. This collaboration marks a significant step forward in Lean Construction, merging Doxel’s cutting-edge progress tracking technology with Touchplan’s proven production planning capabilities to enable an optimized construction workflow that bridges the gap between planning and execution.
With construction project costs rising and schedules shrinking, forward-thinking owners and contractors alike look to advanced technologies to help ensure on-time, on-budget project completion. But they struggle to effectively integrate diverse, individual technologies into their project workflows.
Doxel and Touchplan working together offer a powerful solution that helps construction teams achieve project deadlines with greater predictability, efficiency, and profitability. The Touchplan Lean planning platform enables easy, accurate sequencing and scheduling of all construction workflow tasks, enhancing trade coordination and eliminating waste on the jobsite, while Doxel’s progress tracking solutions provide real-time feedback on actual project progress.
"If teams use Touchplan alongside Doxel, it will provide excellent confirmation that what we have done is what we said we were going to do,” said Adam Nelson, Project Controls Manager at CRB. “It also allows us to look forward in the progress charts and ensure our forecasts for activities align."
"Strong planning meets strong execution when Touchplan and Doxel are used together,” said Saurabh Ladha, CEO and Founder of Doxel. “This collaboration embodies Lean Construction values, creating a dynamic real-time feedback loop between planning and on-site execution. Construction teams can stay nimble, informed, and aligned every step of the way.”
“Customers using Doxel’s AI progress tracking and Touchplan’s planning platform gain a powerful advantage in Lean Construction. Touchplan’s planning capabilities, combined with Doxel’s visual tracking and predictive analytics, help teams proactively manage workflows and stay on track, reducing rework and costly errors. For contractors and owners, the combined use of Touchplan and Doxel enhances transparency, project predictability, and the quality of the final deliverable,” said Brett Adamczyk, President, MSI Software.
The partnership between MSI and Doxel marks a transformative step in the tech-laggard construction industry, bringing a new ability to bridge the historic gap between planning and execution. By combining Touchplan’s digital Lean planning with Doxel’s AI-driven progress tracking, project teams gain the clarity, visibility, and real-time insights needed to achieve exceptional results and ensure project success.
For more information, visit website.
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Media Contact:
Julie Blackley
Marketing Communications Manager
MOCA Systems, Inc.
press@mocasystems.com
Exploring Trends Around Building at Scale, Designing for Artificial Intelligence, and Supporting Energy Infrastructure
Exploring Trends Around Building at Scale, Designing for Artificial Intelligence, and Supporting Energy Infrastructure
DATE: FEB. 20. 2025 @ 9:00 AM EST / Virginia
FEATURED SESSION: 2:45 PM – 3:30 PM EST
Redefining the Status Quo: Best Tools, Approaches, and Techniques to Build the Most Efficient and Innovative Data Centers
With AI and its power demands at the forefront of stakeholders' minds, examining how to push the boundaries of standard design and practices and reduce inefficiencies will be critical to the bottom line. How are developers and their partners working to reduce the carbon footprint and rethink standard practices as more data centers with larger footprints come online?






Moderator

Join industry leaders to explore the evolving trends and challenges shaping data center construction and design in East Coast markets. Learn how developers and stakeholders are navigating critical topics, including:
Connect with decision-makers in commercial real estate, including owners, investors, engineers, designers, and industry executives.
Stay ahead of industry trends, uncover opportunities, and strengthen your network in a rapidly growing sector.
For speaking or sponsorship inquiries, contact Adam Knobloch at adam.knobloch@bisnow.com.
"The Future of Smart Hospitals and Healthcare Industry" event is Oracle's premier gathering for owners, healthcare stakeholders, and technology innovators.
📅 Date: February 4, 2025
📍 Location: Oracle Industry Lab, Deerfield, IL.
"The Future of Smart Hospitals and Healthcare Industry" event is Oracle's premier gathering for owners, healthcare stakeholders, and technology innovators. Hosted at the renowned Oracle Innovation Center, this venue provides a dynamic space for showcasing cutting-edge solutions in healthcare construction. Known for hosting unique events like reality capture demonstrations and indoor drone races, the Innovation Center sets the stage for forward-thinking collaboration.
This year, Oracle emphasizes owner attendance and healthcare-focused content, making it a prime opportunity to engage with key decision-makers shaping the industry's future.
Doxel will participate in Oracle's interactive Hands-on Innovation Experiences, delivering 15-minute sessions demonstrating how our technology revolutionizes project tracking and execution for healthcare construction projects.
With a focus on owners and healthcare decision-makers, this event provides unparalleled access to industry leaders.
It's an excellent opportunity to foster strong relationships with Oracle's product team and other innovators in the healthcare construction space.
Through the Hands-on Innovation Experience, we'll highlight how Doxel's capabilities drive better outcomes and more innovative processes for healthcare construction.
We're excited to be part of this visionary event and look forward to sharing highlights and insights from "The Future of Smart Hospitals and Healthcare Industry." One of our top product leaders will represent Doxel at the event, ensuring insightful engagement with attendees and Oracle's team.
Learn more about the event here.
Accurate, reliable data allows construction companies to remove subjectivity and replace it with objective accountability.
Communication can make or break a construction project. A report from the Project Management Institute found that ineffective communication was the main contributor to project failure one-third of the time. An even more alarming finding from the research is that 56% of budgets allocated to projects are at risk due to poor communication.
Without objective insights alignment among field and office teams, knowing what’s happening on a project becomes a daunting task—one that could put a project (and its profitability) at risk.
1. Delayed communication
Timely communication (especially between the field and the office) is hard to achieve. Field teams are focused on a hundred different things at once, and relaying project updates typically happens at the end of their day. Because field leaders aren’t able to instantly communicate every facet of a project’s progress as it happens, there is a lag time and gap in each day’s reporting.
2. Inconsistent communication
In addition to being delayed, communication from the field to the office isn’t always consistent. The more variables and people added to the equation, the more potential for confusion and uncertainty. Communication on a project can very quickly turn into a game of telephone—and teams are forced to hold more meetings and conversations to ensure mutual understanding.
3. Missing communication
While delayed and inconsistent communication can hold a project back, missing communication can halt it entirely. If proper communication isn’t happening, neither is profitable building.
All these challenges in communication don’t just create extra stress and work on a project—they can have a deeper impact on the data and tracking, too. Without everyone on the same page, the reporting and insights are left to everyone’s individual perspective. As a result, the project’s insights suffer.
Accurate, reliable data allows construction companies to remove subjectivity and replace it with objective accountability. Insights that are trackable and consistent bring everyone together on the same page to make informed decisions, faster.
Improve communication and progress tracking
Streamline billing and accountability
The key to collecting reliable insights is through automated progress tracking. The right tool can increase team alignment and communication, without adding effort to the project team’s plate.
Doxel brings predictability to construction projects by providing critical insight with objective analytics. The AI-powered computer vision builds a digital twin of the jobsite on a weekly basis—providing true progress reporting and near real-time data. Doxel acts as a digital surveyor to capture and quantify project progress and eliminates the need for teams to manually calculate and report on it. The result is detailed, shared progress tracking from a single source across every project stakeholder and subcontractor.
Strategies for maintaining a healthy work-life balance.
Doxel CEO Saurabh Ladha is featured on The QTS Experience Podcast with David McCall. David and Saurabh discuss the impact of waste and rework in construction.
Saurabh discusses how Doxel integrates AI with established processes to build faster. Join us for the conversation, on the next QTS Experience. Episode 191; Saurabh Ladha: Intuitive Construction, AI, Doxel, Innovation, Data Center.
Advice for maintaining mental health in the workplace.
Many construction companies are at a crossroads as they think about the future of their business, and who will be a part of it.
More than 40% of the current U.S. construction workforce is expected to retire over the next decade. This generation of seasoned superintendents and project leaders will leave behind big shoes to fill in both skill and knowledge, and the industry’s current skilled labor shortage doesn’t exactly help either.
While many owners, GCs and trade contractors have programs in place to mentor younger generations and train them to step in, it won’t be enough to bridge the gap. That’s why it’s important for companies to ensure they are innovating to attract more workers of a new generation.
The construction industry has made huge strides to change and adopt more technology, but it can’t stop now. The younger generation that’s coming into the workforce over the next ten years was raised in a time where technology was already prevalent and is like second nature to them.
If a company wants to attract and retain a new generation of field leaders, they need to have processes in place that don’t just utilize technology, but are on the forefront of innovation, too.
A project isn’t truly done until it’s done done. And whether or not it gets to done done on time and under budget all comes down to how it’s being tracked during the construction phase. The old way of progress tracking involves a ton of manual effort and even more paper. Field teams would have to document what happened by hand on a regular basis and manually report on the overall progress completed.
Not only was this inefficient and extremely time-consuming, it also made it nearly impossible to try to predict where the project was headed or spot any potential issues fast enough to fix them. Even with the utilization of 3D and BIM models, knowing where a project stands hasn’t been as automated as it should be.
Convincing new, younger workers to take on these outdated processes isn’t an easy sell. Chances are, they’ll feel their time is being wasted since they are so used to the convenience and automation that technology can bring. In order to attract more workers to be on project and field teams, the processes they follow need to be seamless and even a little exciting.
Construction companies that are leveraging artificial intelligence and machine learning to automate the collection and analysis of project data are already ahead of the game. While the new generation may be more traditionally more technologically savvy, AI is new and exciting to everyone.
Rather than spending hours per week manually inputting and calculating progress and materials, solutions like Doxel use AI alongside 360-degree capture to automatically identify true, objective progress. This ability to bring predictability to projects doesn’t just save field teams time—it provides critical insights that help avoid delays and cost overruns at the overarching project level.
Instead of them feeling like just another cog in the machine there to collect data over and over again, technology of this caliber empowers workers to think critically about the status of projects and seek a deeper understanding of what’s happening each day. Not to mention the sense of fulfillment that comes when a team works together on a project that is able to be completed earlier with increased safety, less expense, and higher quality.
We can help you empower a new generation of field leaders. See how Doxel works in a personalized demo today.
Doxel’s computer vision-based progress tracking leverages AI to act as a digital surveyor that delivers insights and reporting in real time.
Now more than ever, construction companies are looking for ways to stand out from the competition—and that starts with staying on top of the latest technology that helps them build more efficient, profitable projects.
The future of construction technology will be a hybrid of artificial intelligence (AI) and machine learning working alongside the industry’s workforce.
But what does that mean?
Put more simply, artificial intelligence is the brain of the computer, and machine learning is the part of that brain that learns from data and makes informed decisions based on what it has learned.
Computer scientists have found a way to make the process of designing a building more efficient and accurate. By starting with the goals and parameters of a project, generative design is able to explore every possible iteration of a solution until it comes up with the best option.
This technology and its use has the potential to save architects and designers countless hours upfront—but it doesn’t replace the human touch completely. Once the optimal solution is found for the design of a building, a designer still needs to fine-tune the details and take it from there.
Robots are being utilized on construction projects to perform repetitive tasks (such as bricklaying) using AI to detect changes in conditions and maximize efficiency. While only a few robots have been added to the project ranks so far, it is expected that more of these AI-powered workers will be used as a method of streamlining productivity.
What’s our favorite robot in construction, you ask? Meet Spot: a robot dog created by Boston Dynamics used to carry image-capturing or laser scanning equipment that ventures where humans can’t. Spot’s ability to walk himself autonomously around a jobsite, including on uneven terrain, makes him a project’s best friend. Spot may not have AI infused into his DNA yet, but the future generations of Spot will incorporate AI for predictive and preventative analysis.
Milwaukee Tool first dabbled into the technology space with their wirelessly connected tools, but they’ve since enhanced their capabilities with AI to pinpoint the exact locations of where a tool was last seen. And they didn’t stop there—by adding algorithms and more advanced sensors to their tools, Milwaukee is able to combine the data of a motor drive with motor load information to make decisions on false trips.
It should come as no surprise that these technological concepts are being applied to the most important priority in construction: safety. Companies like NewMetrix have created an AI-powered solution to help predict (and prevent) safety incidents on projects.
By leveraging a construction-specific AI model, their platform can analyze existing data along with their proprietary program to provide actionable incident insights that have the power to keep workers safe.
While BIM has opened the door for 3D modeling of a project, it’s still nearly impossible to tell the progress or quality of a build without a human resource to manually sift through and analyze images. That is, until now.
Doxel’s computer vision-based progress tracking leverages AI to act as a digital surveyor that delivers insights and reporting in real time. It can automatically analyze visual data, measure installed quantities, and inspect quality for more than 75 different construction stages. This not only saves companies time, it also mitigates the risk of errors and delays that could become costly.
Putting the model in the hands of field teams every step of the way gives them immediate access to see where their efforts line up (or don’t) for the project.
Ever since the pandemic, QR codes have had a resurgence in society. When the world turned contactless, restaurants and businesses began leveraging QR codes for menus and signage. These small codes have since become a go-to for pulling up web pages quickly and conveniently.
As QR codes continue to become more prevalent, other industries have taken note and discovered ways to leverage them—and construction is no exception.
But before we get into that, let’s cover some basics.

The ‘QR’ in QR codes stands for Quick Response, which makes sense when you think about the way they work. By pointing a device’s camera at the code, a destination link is pulled up and can be accessed instantaneously.
While they may have become most popular after 2020, these codes are not a new technology. QR codes were first created in 1994 by the Japanese company and Toyota subsidiary Denso Wave as a more accurate way to track vehicles and parts during the manufacturing process. The original intention behind QR codes was to reinvent the barcode by making something that was easy to scan and could hold more data than the average barcode.
In a time where businesses needed to (and continue to) adapt, QR codes and smartphones have become a powerful duo to further streamline access to information.
It’s no secret the construction industry is facing some challenges. From labor shortages to supply chain, the circumstances have further shown the importance of operational excellence on a project. To help combat these challenges, maintain a high standard of execution, and minimize risks of mistakes, many construction companies have found technology to be the answer.
Can QR codes play a part in this? In our webinar Almost Done Isn’t Done, one Doxel customer shared his team’s innovative way of incorporating QR codes around the job site to bring everyone on the same page, faster.
By strategically placing QR codes around key points of the job site, all the contractors for the project are able to instantly access the corresponding models and plans needed. That way, when the contractor is getting ready for the install or build, they can simply scan the QR code to confirm what they need to accomplish.
Putting the model in the hands of field teams every step of the way gives them immediate access to see where their efforts line up (or don’t) for the project. This makes it easy to ensure accuracy while progress is being made versus waiting until it’s too late.
How do companies make their own custom QR codes? Here’s a handful of solutions to consider:
While this technology is helpful enough on its own, the destination of the QR code is what can really make the difference on a project’s path to operational excellence.
Let’s talk about what happens when laser scanning and real-time progress tracking join the party.
Doxel’s AI-powered tool automatically maps and overlays 360-degree video to the BIM and 3D models. The split view allows teams to quickly understand what’s in progress and what’s done, along with the quality of installed systems.
Site progress is automatically quantified and visualized and can be differentiated by trade to compare what’s there to what should be—and as a result everyone is objectively aligned on true progress.
Imagine all this at the touch of a button, a scan of a code. With the convenient access of QR codes connected directly to Doxel, field teams can better (and more instantly) answer two of a project’s biggest questions:
Are things where they are supposed to be?
Are we on schedule?
By having the color-coded, easy to understand analysis of progress just a QR code scan away, project teams can be more proactive and accurate in their work.
If you’re ready to take your project models to another level, schedule a demo of Doxel today.
Work In Progress reports provide accurate progress data that project teams can trust across the entire site.
Construction is a unique industry in many ways, one of which being the flow of cash and accounting process for projects. Whereas many industries have straightforward transactions and payments, construction costs tend to be more complex and nuanced—which makes it more difficult to stay on top of a budget with money constantly going out and coming in.
From estimation and bidding to delays and change orders, there are many stages and factors that go into determining the cost (and profits) of a project.
How can companies know if they’re on schedule and under budget before the project closes? Work in progress is the answer.
A work in progress (or, WIP) schedule is a detailed report that shows the percentage of progress completed on a project—and takes into account any work that’s in progress in relation to budget and profitability. Below are four reasons WIP Reporting is essential on every project!
When it comes to a project’s progress, communication is critical. Without clear, real-time communication, project teams waste valuable time meeting to discuss and determine where a project stands. Progress can also be misrepresented or miscalculated, which directly impacts the budget and schedule of a project. With so many moving parts to balance, construction companies can’t afford to make mistakes due to miscommunication.
WIP reports provide accurate progress data that project teams can trust across the entire site. This reduces any subjectivity throughout the building process and gives everyone one source of truth to work from.
Many contractors choose to implement progress payments, which means the project is billed based on certain percentages of completion as they’re reached instead of waiting until the end of a job. Combine progress payments with inaccurate progress reporting, and the project can very quickly become overbilled (revenue billed exceeds the work completed) or underbilled (work completed exceeds what’s been billed).
WIP tracking provides the exact progress percentage of work completed to create a shared understanding and accountability for project costs accrued so far—and can help shed light on any discrepancies in the budget to prevent future cash-flow problems. This is especially helpful for those project managers who like to ‘guesstimate’ based on a gut feeling, then try to do the math later to even it out.
Hindsight may be 20/20, but it won’t keep your project profitable. A problem is much harder to fix after it’s already happened. While discussing what went wrong at the end may help your next project, the power to be able to notice and act in real time is invaluable. Project teams need to be able to spot potential problems as early as humanly possible to minimize the impact and keep everything on track.
That’s where work in progress tracking comes in—it’s in the name. Using technology that quantifies progress all the way down to the subcomponent level allows stakeholders to catch an issue and course correct as soon as (if not before) it happens. This prevents mistakes from becoming costly and provides insight for better business decisions in the future.
While catching issues early on is one thing, being able to predict a project’s future is another. With the right AI-powered progress tracking, companies can track project performance for deviations from plan and forecast a more accurate estimate at completion.
Knowing where your project is heading before you get there means you can plan accordingly and get ahead of costly trends. WIP tracking data gives project teams the ability to confidently manage the schedule and predict delays.
At the end of the day, work in progress reports give a true and accurate view of the financial health of a project. However, they require accurate project progress data to be effective.
Companies that leverage technology with AI-powered progress tracking can truly reap the benefits of WIP reports—and ultimately keep their projects on track and profitable.
By letting the AI automatically analyze visual data, construction companies are able to measure installed quantities and inspect quality—without having to sift through data or manually record the entire jobsite.
Construction—an industry that’s been around for nearly as long as civilization—is long overdue for a change in the tools used to build the world. While technology has become more and more common on a jobsite, most of it has been focused on taking companies from pen and paper to digital data and drawings. This is a step forward, but still requires a significant amount of manual effort and calculations to be effective. One tool alone may not completely transform an industry, but the right technology in combination could unlock the secret to more profitable and productive projects. That’s where machine learning comes in.
When you hear the term “machine learning” or “AI” (artificial intelligence), your mind probably goes straight to what you’ve seen in movies and television. While there isn’t a terminator on a jobsite (yet), construction companies are beginning to leverage an entirely new generation of technology to further reduce manual effort and increase visibility and insights.
A lot of the existing construction technology leverages visualization software to overlay captured data onto a 3D design. While this helps add an extra layer of visibility, it won’t tell you much more about true progress without someone having to look through every photo and laser scan. When given the choice, most jobsite managers would rather walk around and measure progress manually than spend even more hours doing it on the computer.
Computer vision-based progress tracking takes it one step further. By letting the AI automatically analyze visual data, construction companies are able to measure installed quantities and inspect quality—without having to sift through data or manually record the entire jobsite. What used to take someone hours is now an automated, real-time progress and quality report they can access anytime.
Imagine being able to automatically track more than 75 different construction stages and generate progress, down to the materials installed, and all it takes is a 360° camera, BIM, and AI-powered platform.
This automated progress tracking isn’t just for the project teams. Traditionally, if an owner wants a project update, they either have to physically come to the jobsite or rely on the reporting of project managers and subcontractors. This reporting takes valuable time, and is often incomplete and delayed (or missing entirely) depending on how busy the team is.
AI platforms take the burden off of project teams by enabling them to capture more detailed data, faster. Artificial intelligence can essentially act as a digital surveyor to capture hundreds of thousands of square feet on a project every week—freeing field crews up to focus on making progress, not reporting on it. Those uncomfortable OAC and weekly trade coordination meetings where progress isn’t clearly measured or communicated can quickly become a thing of the past.
Real-time project visibility allows companies to spot potential issues or overruns faster, and gives them enough time to make changes before it’s too late.
In construction, the four biggest factors to a project’s success are time, money, quality, and productivity. The right balance of these factors could mean the difference between coming in on time, under budget and losing money on a project. The increased visibility and reporting that AI-based software gives managers can directly translate to real-time feedback on schedule, budget, and quality.
Machine learning provides companies objective schedule and cost budget analysis to ensure everything is progressing to plan, and can prevent costly rework or delays. It isn’t enough to be able to see what’s happening as it happens—companies need to be able to look into the future of a project using predictive forecasts, too (another AI specialty).
Real-time feedback and insights have the power to take construction companies to a new level of project success. Machine learning isn’t about replacing people with machines. It’s about leveraging automated, artificial intelligence to increase productivity and visibility so teams can make better business decisions, faster.
Achieving success in healthcare construction projects requires a focus on transparency, risk management, and benchmarking. By leveraging near real-time data and advanced technology, stakeholders can ensure project efficiency, mitigate risks, and deliver high-quality outcomes within expected timelines.
Healthcare projects are not typical commercial construction. Aside from the complexity and cost, healthcare carries a higher level of risk and liability with patient care depending on the outcome of the project. With more at stake, accuracy and predictable outcomes are paramount to the success of the project.
At the foundation, there are three pillars to success for any healthcare project: transparency, risk management, and benchmarking.
Let’s take a look at each of these pillars—and at how automated progress tracking can help companies meet these requirements to help teams complete projects on time and under budget.
Transparency between owners, general contractors, and subcontractors is critical in hospital construction because it ensures every step of the way that the project is following the schedule, budget, and required quality standards.
Clear communication and the sharing of real-time information makes it easier to identify and resolve any issues that may arise during the construction process, which can prevent delays and cost overruns.
Additionally, proper transparency makes sure all parties are working towards the same goals and that everyone is aware of the project’s progress and any necessary changes. In the case of hospital construction, it’s important that transparency is maintained to ensure the safety and well-being of the patients, staff, and visitors—both during construction and after it’s completed.
How can construction companies improve transparency among all stakeholders? Here are five processes that can help.
Due to the costs and complexity of healthcare projects, it is crucial to mitigate risk to ensure safety, quality, and compliance. Risk is inevitable in construction, but there are steps you can take to reduce and ensure better outcomes for your projects.
By following these steps, healthcare construction projects can manage risk and improve outcomes. Even better, there’s technology that alleviates the manual component to many (if not all) of the steps needed to mitigate risk.
By pairing 360-degree video capture with AI-powered progress tracking, teams are able to objectively measure progress of work in place with every data capture, every week. This provides healthcare construction projects with real-time information on the progress and quality of what’s been completed.
Automated progress tracking is the best way to bridge everything together to keep project teams on the same page and catch potential issues faster with enough time to fix them—ultimately preventing delays and unnecessary overruns. This greater degree of transparency and accountability helps to ensure that all parties are meeting their obligations and building to the required standard of the project.
Benchmarking in healthcare construction provides a way to measure and compare the performance of different projects. Leveraging benchmarks helps to identify best practices and areas for improvement, which can be used to set goals and targets for future projects. Benchmarking can also reveal trends and patterns across projects to identify any potential risks and opportunities earlier on.
Healthcare construction benchmarking can inform decision making and contribute to the success or failure of a project. For benchmarking to be most impactful, project progress should be collected in a standardized and repeatable way. Implementing an automated way to analyze project progress in real time helps save time and ensure meaningful insights—ultimately leading to more predictable outcomes, as well as improved quality, cost, and schedule performance.
Automated progress tracking works to streamline the three pillars for project success by providing objective information and greater visibility into the project’s progress. Between project teams and stakeholders, everyone is able to be more closely involved to make more informed decisions faster.
With all parties working towards the same goals, everyone is aware of the objective progress metrics as well as any changes needed. With the right solution in place, teams can increase efficiency, decrease risk, and save valuable time and resources.
Not sure where to get started? Click here to learn more about Doxel’s digital surveyor and analytic tools for healthcare construction today.