Description
Key Learnings
- Digitize estimation with digital twins, reducing site visits and errors.
- Adopt new tech for better communication and increased efficiency.
- Enhance proposals and jumpstart design in Revit using digital twins.
- Achieve project KPIs by integrating Autodesk & Matterport workflows.
Speakers
- SLStephanie LinStephanie Lin, RA, AIA, LEED AP, is an executive with over 20 years of experience leading international strategy and design, development, and change management. Prior to joining Matterport, Stephanie worked in the retail and fashion industry with Michael Kors and Tory Burch. Stephanie started her career designing international skyscrapers and supertalls with Skidmore, Owings, & Merrill (SOM) and Kohn Pedersen Fox (KPF) for 8 years. As a licensed architect and industry leader, Stephanie has completed projects in over 35 countries spanning 6 continents. During her time at Michael Kors and Tory Burch, Stephanie spearheaded multiple department-wide infrastructure upgrades and led digital innovation for Direct-To-Consumer display systems. At KPF, Stephanie led the firm's early BIM adoption by designing its first ever skyscraper completed 100% in Revit. Stephanie holds a B.A. and a B.Arch. in Architecture from Rice University and recently completed her Executive MBA. She also serves on the Advisory Board for Ithaca College's Executive Cybersecurity Program as well as several food & beverage brands and startups.
- JTJohn TrammellJohn Trammell, Director of Fabrication and Design Technologies at Southland Industries 20 years in the construction industry and possesses a passion for teaching Construction Technology and specializes in Reality Capture. My drive is to have Southland Industries be at the forefront of construction technology through innovations in Pre-Fabrication, Augmented Reality, Virtual Reality, Wearable Technology, Laser Scanning, Predictive Analytics, Machine Learning.
STEPHANIE LIN: Hi, everyone. Welcome to our presentation brought to you jointly by Matterport and Southland industries. We are here to present "Ditch Your Pen and Paper and Digitize Your Estimation Process with Digital Twins." We're really excited about the content that we're about to bring you. So thank you so much for joining along. And let's go ahead and get started.
So my name is Stephanie Lin. I lead our global strategy, business strategy team at Matterport. And I'm so lucky today to be joined here with the amazing John Trammell. John, would you like to give a few words about yourself?
JOHN TRAMMELL: Yeah. Thank you. I appreciate the introduction, Stephanie. Before I do that, I just wanted to say that I think this is our second or third project to collaborate on. And I just want our listeners to know that Matterport is a first class organization. And working with you and your team have been no different. Same, very much enjoyed working with you on the last three.
My name is John Trammell I am the Director of Design and Fabrication Technologies for the Southland company.
STEPHANIE LIN: Amazing. Thank you. And very much likewise, you have been the absolute consummate partner and everything, especially over the last couple of weeks as we've been preparing for this.
So thank you again for joining us today. Today, we'll be covering four main learning objectives, which include digitizing your estimation process with digital twins, which can help you reduce your site visits and errors; adopting new technology for better communication, increasing your everyday project efficiency; enhancing proposals and jumpstarting your designs in Revit and other workflows by using the power of digital twins; and ultimately, making sure that you and your company can achieve all your project KPIs by leveraging and integrating with the Autodesk and Matterport workflows.
So for those of you who might not be familiar, Matterport is the world's largest digital twin platform to access, understand, and utilize properties from anywhere you want. So as you're seeing on the screen here, whether you're working on multiple job sites or you might just need to remotely travel and visit a space again without hopping on a flight or another car ride, it's a great way to be able to leverage existing technology now, which is being able to capture a space and truly replicate having a site visit in real time at the same time as communicating all the way from your desk or your home office or even your couch.
By the technology, you can actually extract out incredible, powerful 3D data to help you create your SIM files, your CAD files and be able to integrate seamlessly with your existing Autodesk tech stack that you've already invested in and we want to help make a little bit more efficient to connect all your processes together.
JOHN TRAMMELL: Yeah. And Stephanie, I think we're going to have some really good examples to show our listeners today of everything that you just outlined.
STEPHANIE LIN: Awesome well thank you so much, John. And actually, this is perfect timing because I would love if you could also give a quick introduction to Southland.
JOHN TRAMMELL: Yeah, so I'm going to eliminate a little bit of the confusion. I think you're going to hear the word "the Brandt companies." And you're also going to hear "Southland Industries" a lot. And so the reason for that is that I was a homegrown product of the Brandt companies have been working there for 20 years. But last year in April of 2022, we were acquired by Southland Industries.
And so that makes Southland the largest MEP building systems expert in the country. Both companies, both organizations have been up and running for over 70 years. And so combined, we have over 144 years of experience in the industry. We design-- do building upgrading and maintaining energy-efficient building systems for our customers. So we are an all-in-one firm. We do engineering prefabrication, installation, and maintenance.
We have over 5,900 employees combined now. We have 22 offices across seven divisions. That's East Coast, West Coast, and all of Central America, here. Over 700,000-- this is impressive. We have over 700,000 square feet of fabrication shops. So that includes sheet metal, piping, plumbing, and electrical fabrication shops.
STEPHANIE LIN: That is a lot of space to manage on top of what you're probably helping out with all your projects and your customers out there.
JOHN TRAMMELL: Yes, ma'am.
STEPHANIE LIN: So today, we're here to talk about the topic of estimation. So what better way to start than to actually dive in a little bit into the traditional way of estimation. Every construction project stakeholder, whether you're an architect, an engineer, contractor, or owner-- we're all affected by the estimation process.
Similarly, every stakeholder, they are also knowingly or unknowingly contributes to that same estimation process. If an estimate is accurate and a bill is well received, a bid is well received, then your project can move forward, meaning meaningful work can come out of it.
And hopefully, all of us can take home a paycheck thanks to the project moving forward. With that being said, estimation really has been quite a fine art that few are lucky enough to learn well. And that's why we're so lucky to have an expert like John here join us today to be able to talk more about the process and help us learn a bit more. We're here to really shine a light on this hidden and often overlooked critical process.
So currently, detailed line item data that is needed for a good project estimation is-- it's about 30% to 40% of project costs that will involve the need to have a detailed line item modifier. What does that mean? It means you need more details. You need to describe what you're actually pricing out.
This means that line item notes are super important because, in the end, estimates absolutely must be defensible and verifiable. So in order to provide that level of analysis, your data must be collected in incredible detail, analyze in incredible detail, and ultimately, also stored for future estimates as well.
Because that is how you can help move a project forward that is similar in the future for anything else. Which leads me to, actually, this next slide. So John, maybe you can take it away and talk a little bit more about the traditional way of estimating.
JOHN TRAMMELL: Yeah, so with the traditional way of estimating, there's different variations of estimating, just like there's different variations of projects. And so since we're talking about the traditional way of estimating, I think we should talk about the traditional project, what we would call the planning spec. So a planning spec is the owner has the design already.
They've either outsourced that to a third-party engineering company or an engineering consultant company. And they have the design of the building. And then, they bring that out to the streets for people, like the Brandt Companies and Southland to bid on. And so when that happens, an RFP comes out, so a request for proposal.
And they'll give us this design package document. So that's a lot of your front-end documents, which include job-specific requirements from the GC, parking, the lay-down area, all the logistics of where it's at, the job tax and the status.
With that, they'll also provide some drawings. So you'll have an architectural background, structural backgrounds, all of your electrical. This is just really schematic. Sometimes, consultant engineers, over the years, they've really gotten to the 3D modeling and try to make it kind of coordination ready. So we get some pretty good drawings, but not all the time.
And so those controllers contain equipment, locations, and like I said, basic routing and sizing of your lines. You get schedules that define equipment sizes, quantities, and other requirements. And then, you get the specifications. And the specifications, the devil's in the detail.
That's where it tells you what type of material you're going to use. And you have to be very careful here that you're following the specifications. And I'm not sure if you've seen spec books, but they're pretty thick.
So once you gather all your design documents, and then you get into your estimation documents. And then, the process for us-- and again, this is going to be different for about every organization. But for us, it's your take off, our recap, and proposal.
And our take off is really what you want to do. You have your drawings. And we're going to use PVF, which is pipe, valves, and fittings, for our example, Stephanie. And we're going to explain that in the next slides coming up.
And then, you want to flip to it here. So here, what you're going to do-- this is typically handled through an estimating software, like Autodesk Takeoff, Trimble Accubid. We personally use FastDesk at our company. But you complete a construction takeoff to calculate the direct cost and gain a better understanding of a construction project's direct costs, which are related to materials, labor, and supplies.
And if you go-- not to-- if we went back there, Stephanie-- so most people are familiar with-- you have an on-screen takeoff, you bring your drawings in. And either you have you seen people in the office with clickers as they're actually counting fittings and they're actually trying to quantify as they're taking off each line that was provided to them on these documents.
STEPHANIE LIN: Absolutely. And I even remember helping out. Because oftentimes, these drawings can be just so complicated or even if you're walking in a site, there's just so much area to cover, as well. It's quite complicated. And exactly as you highlighted here, the labor, the hours that all add up to not just what you're calculating for, but how much is going into it.
JOHN TRAMMELL: So then, this is what we call our recap file. And again, every organization is going to be different. But this is where we capture our indirect costs. And so calculate indirect cost to include the overall construction cost of the estimate, talking about insurance costs, salaries, rental equipment if we're actually going to do some of the BIM work that you and I are going to highlight later on in this presentation, and other costs related to business operations.
And so this is where you would-- this is where all that information would live. And usually, you have an export out of the software that you did the digitized takeoff and that you can import into your own recap.
STEPHANIE LIN: So I'm curious, John, through this whole process, how long did it take you to master this and everything?
JOHN TRAMMELL: I think we've had a version of our recap ever since I've been part of the business. I think that as technology grows and so do our processes, and our processes improve. Right now, we kind of have two recap files, one for our IPG group, which is kind of like our industrial and our existing buildings, and then another one tailored to our new construction needs. So it's ever evolving.
STEPHANIE LIN: That's amazing. And you've been at the company for a long time too. So that just tells you what type of a fine art it really is.
JOHN TRAMMELL: Yes, ma'am. For sure. And then, last, this is pretty simple. This is just a Word document, right? This is your proposal. This is your official document to define the price and the defined scope of work. And this is where we submit our organization's bid for official proposal. And again, like I mentioned, this is where we're going to define our scope of work.
And we're going to provide our inclusions, what we're going to include with this proposal, what we're going to exclude, and then what we need clarifications on. And it's very important that we make sure that we highlight this to the owner, things that we're concerned about and things that are not going to be included in our proposal.
STEPHANIE LIN: Absolutely. Thank you so much for taking us through such a detailed breakdown of the key steps that go into the estimation process. And what we like to always highlight via the slide is, across the board, again, whether you're an architect, engineer, or contractor-- if you're in the industry, we all face similar challenges in today's macro environment.
So incredibly detailed and impressive scanning technology has been around for a while. And we must leverage it. This is where technology is going. And this is how you can get that crazy detail. But ultimately, some of the challenges that we're facing is that 95% of all data that is captured goes unused. And of that data that's being captured, 52% of rework is still being caused by poor project data and communication, which ultimately contributes to 24% of a project costs, whether it's direct or indirect, relating to rework.
These can be very expensive and very time consuming issues that everybody will have to deal with during the project timeline. But ultimately, if you can adopt digital twins, which we'll go through in more detail in the coming slides, we've seen proven time and time again the outcomes that you see in green on the right side, which is a 53% reduction in cost savings on your travel to your site visits, 30% less time to complete your projects.
Think about it. The faster you can complete a project, the faster you can get onto the next project and keep the business rolling and rolling and rolling. And ultimately, what is very prevalent now, regardless of what industry you're in, is improving your sustainability footprint, a 24% increase in that by a combination of different ways of reducing that travel time, reducing those air emissions. And I think we have a great slide in the future to talk about this as well, to shed a bit more color to this example.
JOHN TRAMMELL: For sure.
STEPHANIE LIN: So we just talked a little bit-- we talked a little bit about digital twins. We talked about the traditional way of estimation. Let's jump into the new way of how to do things. And documenting as-built conditions with digital twins-- ultimately, you're getting these four huge KPIs, which you can reduce errors.
You can reduce your project costs. You can reduce the number of site visits. And ultimately, because you're reducing all that, you're reducing the amount of time you're spending on the project.
But what exactly is a digital twin? So what you're seeing on the right side on the top-right corner here is just a quick snapshot of what a Matterport digital twin is. You can see, it's an incredibly immersive real 3D walkthrough of a space. And it just simulates the way you would approach a site in the exact way as if you were able-- one of the lucky ones to travel to a job site.
So you can capture this at any stage of the building life cycle. You can use it whether you're an architect, an engineer, or construction. It's really about, again, saving time and reducing cost. You'll hear this as a constant theme throughout today's session, but having that kind of 3D technology at your fingertips regardless of where you're dialing in from. For engineering, you're able to remove a lot of the guesswork.
You can actually jumpstart your workflows because you might not always have to work for that architect now to send them their finalized drawings. And for construction, it's a great way to just communicate what's going on in job site, bring all your stakeholders along. You don't necessarily need to flood the place or stop construction of any type of trade because now, they can view what's going on remotely, as well.
JOHN TRAMMELL: Yeah. Stephanie, we refer to that, just bringing the jobsite conditions to the comfort of your own cubicle. And that's exactly what it does. It really highlights any of the risks that we see on the job site. And it eliminates our exposure and the amount of people that we have on a job site. And it's a pretty low-entry-cost point for us to do that. So it's pretty low risk for us to send somebody out there with a Matterport camera, capture jobsite conditions, and bring that back to the office.
STEPHANIE LIN: Amazing. And those are the kind of things we hear time and time again from people who've been just starting to use Matterport and who've been adopting it for a long time, such as Brandt and Southland Industries. And again, we're just so happy that we can share some real-life experiences today with this audience.
So I've been actually throwing out the term "digital twin" quite a bit over the last five minutes. But I think this is a helpful diagram to go through. Fully recognize, there are a lot of different definitions of the term "digital twin" out there. It is a fairly new term. Every industry has a slightly different understanding of it. But ultimately, at Matterport, we like to drive focus and provide what all the different definitions ultimately need is that digital representation of something physical in real life.
So in our case, and for particularly with AEC, it's that physical building, to be able to recreate as you saw on the little video in the previous slide that real-world condition of what that built space looks like and to be able to have it from that digital twin, you can pull out assets, whether it's BIM files, 3D point clouds, et cetera.
Or you can even take it a bit forward, which a lot of different industries, particularly in the manufacturing space are doing, is starting to connect it with your IoT technology and how you're tracking information at a real-time schedule.
So to create a digital twin, it's really about-- it comes back to reality capture. Now, this, I know, is a term that people in this audience are quite familiar with, "reality capture," capturing what is the actual condition on site. So it's important. It really breaks down to three simple steps. You capture and document. When you capture a space, you're actually documenting the space.
And then, once you have the space, now what? That's always the question. Now, what else can I do? You can collaborate it because it's so easy, again, via a simple URL link. As John said, bring it to your cubicle. Or if your cubicle is your couch, even better. You're the lucky few, right?
And then, integrate it. Integrate it with your existing technology. All the things that you're already working with, it's not replacing them. It's really helping you to get there faster to make sure that everything is talking well together, as well.
JOHN TRAMMELL: Yeah. And Stephanie, I would like to mention here, I would like to challenge the listeners to really just push the boundaries of what's possible. What we're doing with Matterport and reality capture today, we would have never thought possible.
When we first were interested in Matterport, it was just the bare essentials. Let's just get in there. Let's get a room. We are doing some pretty impressive things that we never thought possible when we first purchased our camera.
STEPHANIE LIN: I love it. I always like to think about Matterport as if you remember those old-school LEGO kits where there were no instructions. You just got the little green pad and thousands of pieces of little LEGOs. It's kind of where you want to take it.
Great. So we just talked about the first step is capturing. And capturing, ultimately, there's a lot of different ways to capture out there, especially when we're talking about reality capture. But the important thing to always remember is there's no right or wrong. But you've got to make sure you're choosing the right tool for the right job. Here, you're seeing on the screen the portfolio of cameras that Matterport does support.
It ranges from your mobile camera, whether it's Android or Apple, to the ever popular and ubiquitous 360 cameras, which are on almost every construction job site now, all the way through our proprietary approach and Pro3 cameras. And of course, the lack of ELK. There is always a reason to get very high-end laser scanning and LiDAR scanning.
But what we found is 95% of the time, you don't necessarily need all that detail. If you remember back to a previous slide, we talked about 95% of data that's captured isn't actually being used. So how do you start making that process a little bit more efficient?
JOHN TRAMMELL: And Stephanie, here, I think what you mentioned two slides ago is just Matterport doesn't necessarily have to replace all your current workflows. It's a nice complementary piece for the workflows that you have in place. And I know we're trying to be as manufacturer agnostic as possible. But we have a saying that we Matterport everything that we high-end laser scan. But we don't high end laser scan everything that we Matterport.
So why we're actually out there, and it's taking-- when we're doing our high-end laser scanning and it's taking us 10, 12 minutes per scan, do you know how many Matterport captures I can do in that time span? So that's why we always want to make sure that we're Matterporting everything that we're doing high-end laser scanning for it.
STEPHANIE LIN: I love that. I'm going to steal that snippet from you for future--
JOHN TRAMMELL: That's fine. I'll trademark it later. But I'd like to point out some of the fundamental differences, really, between the Matterport Pro2 and the Matterport Pro3. This was a game changer for us. And we were actually part of the beta testing and kind of got our hands on one of the Matterport Pro3s and was just blown away. The Matterport Pro2, it uses an infrared.
So without getting too technical with it, when you have your remote controller and you're trying to change the TV, it's kind of the same thing. It has an infrared sensor. And it's trying to change the channel on the TV. Well, when you get too far away from that TV, it doesn't really work too well, does it? So you kind of have your limitations with the Matterport Pro2, one of those being direct sunlight.
It just doesn't work very well. So again, we were always having to work around that. So we'd have to go either late at night and do outside scanning. Or we'd go really early in the morning. But for your smaller indoor spaces, the Matterport Pro2 camera, it's awesome. But you're limited. I think you even have it here how many feet-- yeah, how many feet does it say? 15ft per space.
But the Matterport Pro3 uses a LiDAR sensor. And that's a sensor that's just sending out what they call bursts. And it can send out a million pulses is what they would call that. And it it's actually trying to measure how long it sends that pulse out and how long it takes to come back to that sensor. One of the advantages of the Pro3 is that it can work outside.
We've been on the roof scanning at high noon in the state of Texas. And it works it works just perfect. And it covers more distance. So the LiDAR can get you more distance. So when you're trying to fill that gap in, you should probably consider the Matterport Pro3.
STEPHANIE LIN: I love it. Thank you so much, John. That is really the big game changer with the Pro3 is you can scan in any lighting condition. And ultimately, you can use the same device, whether you're scanning inside or outside, but still get that same amazing 4K imagery quality that was coming from the original IR Pro2 camera, as well.
JOHN TRAMMELL: And the last thing I'd say about that, it's data in and data out, right? And so Matterport offers a lot of things to get out data. And you'll notice the difference between a LiDAR point cloud and just a point cloud that was generated from IR.
And you really talk about the point density of that. You can really start to see a real change in the quality of the E57 that you're exporting out with a Matterport Pro3 over your Matterport Pro2.
STEPHANIE LIN: Absolutely. I'd love to highlight a bit about what you were talking about earlier about the speed, why you capture every project with the Matterport camera, but not necessarily the high-end one. And in this slide here, you're seeing, in actual real time, the rotation of the Pro3 camera.
So you can see that with basically-- I haven't even finished my sentence. We've already finished one scan rotation. So you start to multiply this across a 50,000 to 80,000 square foot warehouse, you can start to imagine how much faster, how much more ground you can cover, as well, with that.
So John also just alluded to data in, data out, the different tools that Matterport can provide of helping you capitalize on what you've captured on site. So here, what we have-- this is by no means an exhaustive list. But what I often like to refer to as like the AEC productivity suite. Here, we have the EP7 file that John was just talking about in XYZ.
So whether you are an expert at manipulating point clouds and working with them or you just actually want a little bit of a jumpstart, that XYZ file is actually an AI-created version that helps plump out the noise and makes it very easy to trace over if you're looking to create your own BIM files or CAD files from a 3D scan.
Additionally, again, we're always thinking about how do we make our customer's existing workflows a little bit smoother? We know a lot of you do take the point cloud and then start to trace over and create your own files. So what we've done is, now, we have a wonderful offering where you can get LOD 200 BIM files directly ordered from Matterport. They are, as I mentioned, LOD 200 quality.
They're not going to be your end file. But it's a great jumpstart to make sure that your teams can get a file and always at the same quality level as possible and jumpstart them so that they can actually focus on the design or the troubleshooting of project management. With that, also, so that was more of the production side of it. When it comes to project management side, it's really important.
It comes back to, again, the collaboration, the communication, understanding what is going on with the project. So Matterport has a series of integrations with the Autodesk Construction Cloud suite of products there we started originally with the BIM 360 card that's now available in ACC insights as a partner card.
So within your actual BIM 360 or ACC insights dashboard, you can import a little iframe, where you can actually spin around within your exact same view that you're already coordinating everything else, spin around the same model to understand that visual site context. That's really that aha moment of like, once you see a Matterport digital twin, you understand what's going on on site.
Again, if you are in Revit, which I know many of us here are, it can be a pain in the butt to download a file, convert it, and then open it, and start tracing it all over in Recap-- or sorry, in Revit. So there's actually a free plugin, as you can see in the image on the right side, where you can just directly import into your Matterport files into Revit.
And finally, this year, we were lucky to, and we're super excited, to continue our partnership with Autodesk. And in March, we announced a deeper integration, where you can now, within your Matterport walkthrough, actually, your digital twin, create an RFI or create an issue so that everything is all connected. So you can mark it up in Matterport. And it'll automatically be synced and ported over to ACC as well within Autodesk Build or Autodesk Docs.
JOHN TRAMMELL: And Stephanie, I'd just like to point out to the listeners that usually when you put things on here, it's things that are happening in the future. But we use all of these that you just highlighted daily. These things are actual working products that are ready to go. The users could actually sign up and do this stuff today if they wanted to.
STEPHANIE LIN: Absolutely. And again, that's what we're hoping and whenever we do develop things here is, what is the next thing? What else will make it easy? Because if you're already doing it, we want to help that process out. And so we just talked a lot about collaboration. It's really about creating that faster and cost effective as the modeling. It's important.
You need to have a correct drawing of what's going on inside in order to progress in your project. That goes back to the rework we were talking about earlier and trying to prevent that, improving your communication across the board, leveraging that ACC integration with your RFIs or issues and being able to actually link to the true site context.
You don't have to keep referring to, oh, I think I remember. It was in sheet B105, which was the electrical drawing. What part of the drawing-- or who remembers what doorway 657 is, what page it was? So it just reduces that time to understand what exactly is the problem at hand. And ultimately, it's virtual access for your detailed bids with less site visits. You can continue to return back to the site.
You don't have to wait for access permission. You don't have to wait for the right super with the right keys to show up. It's there, on hand to pull up on your phone, on your laptop, on your desktop, wherever. And as we mentioned earlier, there's a lot of different integrations with Autodesk. We are so lucky to have Autodesk as such an amazing partner because they actually make it really easy to integrate with them and provide solutions.
And here, you're just seeing all the different varieties of ways, whether it's AutoCAD, Revit, Doctor Build, or even BIM 360. The idea is meeting people, meeting companies where you are working today. So that was just a quick, maybe not-so-quick overview of the different tools and how things can work. But now, let's dive a bit more into estimating workflows and how these tools have been helping that process and help streamline it a bit more from that traditional way that you highlighted earlier, John.
JOHN TRAMMELL: So one of those ways, I think that we talked about traditional ways of estimating earlier. Now, we're going to take it to conceptual estimating methods. And so what happens when the design package is incomplete, when you don't have all the information that you need?
So you really have two options. One is a square foot method, which is the very fast method. But you need to have a recent similar project. And you need to know how you performed historically on that project to actually gauge how you're going to do on this one. But it's difficult to make post-bid revisions.
So that brings you to conceptual estimating. And this is the engineering for estimating. It's more time. But it's more thorough, and no need to have a recent or similar job. And it allows you to have postbid revisions to it. And what you're seeing on the screen here is, I want you to see that we're in a hospital. And we weren't able to actually gain access.
And so the general contractor and the owner of the building told us that we were our point of connections and the route that we had to take was clearly 200 feet away from where we actually found that it was the best route for us to go. And being able to go in there with a Matterport camera and pop a few ceiling grids, it really allowed us to find the proper routing and to actually provide some accurate cost to this.
And we were able to go back to the owner and tell him, Mr. Owner, there's no way and there's no reason for us to have to demo all of the ductwork and piping in the route that you told us, which you could clearly see here, it was going to cost a lot of money to go in there using the route that they told us and where they thought they were, just based off of old drawings. And so again, conceptual estimating can mean a lot of things.
But the power of bringing back jobsite conditions to the estimators-- look, there's no way you're getting steam lines through there, absolutely no way. And so again, just providing the visibility to the estimators is just one way of conceptual estimating.
STEPHANIE LIN: That's amazing. The ability and the value that you created for the company by saving your client's money, that's just-- and that's what wins people more business.
JOHN TRAMMELL: Yes, ma'am. That's how you build strategic clients. That's how you build sticky clients. When you're able to save them time and money, they want to hire us. And they want us to-- we want them to be repeat customers of ours. And so look, here's another way, Stephanie.
This is really goals of the conceptual estimating is to produce clear package of schematic design-level documents that clearly communicate the scope both internally and to our client. And look, this looks just like a picture. But every picture that you see here was actually taken from a Matterport capture.
And what we do is, we go set up in front of all of the boilerplate IDs for every piece of equipment. And we're able to send this out for pricing. So we can send this to our electrical vendor for pricing. And then, even on the right-hand side, you could see that this little section here was actually put on a sheet that we created inside of Revit.
And we provide the scope through tags and annotations. So that we clearly define what the scope is and what our expectations are for that equipment.
STEPHANIE LIN: Amazing. And the detail that you're able to zoom into-- again, reducing those site visits. If you happen to forget something on site, you can always go back into that model.
JOHN TRAMMELL: Just like you were talking earlier about the whole estimating process, our workflow, just even for Matterport alone, has changed over the years. And we go and we take pictures. And we go back and add an extra level of clarity. And we add that through Mattertags. And we Mattertag as much equipment as possible.
STEPHANIE LIN: Love it. It's such a great way. I always kind of refer to Mattertags as digital wayfinding. You're literally marking it digitally. And it helps you understand that space so much easier.
JOHN TRAMMELL: And in Matterport, the changes that they've made in the Mattertags 2.0 from what it used to be, now, you can embed those pictures directly in the space. You can actually use search features. You can tag them. You can put little icons on them. The possibilities are endless with it.
And so just to keep moving forward, again, these are just pictures that were taken directly from the Matterport space and sent to our cooling tower vendor just so we can actually send them the space, they can go in there, we can make them a collaborator if they want. You could go in there.
And with even not being a collaborator, you could go add and pull all the dimensions that you want. Now, you won't be able to save them. But just again, having the clarity and even having your vendors who are pricing, this eliminates all questions.
STEPHANIE LIN: I love it. And when you say you're pulling it from the Matterport, you mean you're literally going through that digital walkthrough again and pulling the shots from there?
JOHN TRAMMELL: Yes, ma'am. So our estimating department has the Matterport space in their cubicle. And they will sit there and take screenshots and send it to the vendors for pricing. And we can even send the Matterport link so that they can view the space themselves.
STEPHANIE LIN: Fantastic.
JOHN TRAMMELL: And we talked about being agnostic earlier with software. Matterport is really trade agnostic, as well. So you just seen from-- all of these pictures are from the same space. We leverage pictures for our electrical vendors, for our cooling tower vendors, even down to the concrete coring company, just to let them know what they're up against.
We're going to be replacing the cooling tower. The condenser lines are going to be running through this building. You can see how thick the wall is. They can measure that. And again, pictures taken directly from the Matterport so that our vendors have a clear vision of what our ask is.
STEPHANIE LIN: That's incredible. I love the fact that this is all literally the same jobsite.
JOHN TRAMMELL: It is. It is the same jobsite.
STEPHANIE LIN: And so we talked a lot about capturing the jobsite. And we teased out a little bit. Now, what do you do? How do you work with it once you're back in the office? So I'd love to take this next section to kind of dive into that a little bit more.
JOHN TRAMMELL: So we talked about a traditional plain inspec project earlier. But this is really our home run swing. And this is where you get into design build projects. And what you see here is just an empty warehouse. This is where they hire us to come in. And the owner has a vision. And we have over 30 engineers-- and this is on-staff PEs at Brandt Engineering. We have more than that across the company at Southland in total.
But this is basically a core and shell building that they're going to start outfitting everything and start the design process on it. And so this is just the dollhouse view. And you could see outside and jump outside. I just wanted to let the listeners have a good visual of what we're up against here, basically a core and shell building.
And so we mentioned it earlier. What we would do is we collect the data. So collection plus consumption, that equals your digital twin. So right now, just using the Matterport Pro3 to collect the data-- and if you want to if you want to skip to the next slide, Stephanie, you can. So what we've done here is we've exported out the E57 file.
Now, look, this is Workflow Design with Revit. So there is an additional step here. You mentioned earlier that you can use the add in and go bring in the E57 directly from your Matterport account. You can link the two up. But we export out the E57 file. We bring that into Recap.
And that gives you the ability to clean up a little bit of the overspray if you want to. You could really control the quality of the point cloud. So that's personally our method. We'll bring this E57 into Recap. And then, we'll bring the RCP inside of Revit that you see here. So all you see is that project, that core and shell project brought in as a recap file.
STEPHANIE LIN: Love it.
JOHN TRAMMELL: Then the, next step is, you'll start to see some of the walls. We try to make them-- we try to make them stick out a little bit. So we've sectioned down the point cloud. And now, we're starting to build the interior and exterior walls. And this is part of that conversion for you.
Then, the next slide is, the point cloud's completely gone. And you can see how we've completely rebuilt, even down to the roll-up doors-- now, we've converted this digital twin and just taken it to the next level. Now, we're starting to start trying to fill in the gaps, here.
Again, this is the facility with the roof cut off of it and sectioned off. And we're ready to start taking in any existing layout drawings and build off of those, as well. So just the point cloud back in there and cut down.
But the next slide, Stephanie, is we've cut the roof off. We're looking at it from a plane view. And now, you could start seeing on the far right of the screen, this is where we get to work. And we start actually filling in the gaps and filling in the voids.
And then, on the next slide, you're going to see this is the completed project. So we go from a core and shell to the owner's vision. And now, we're ready to hand this over to our engineering department. We have a good foundation to get started and be confident in what we're modeling.
And then, this is where the MEP system. This is where we start-- we have a whole set of documents, here. But what we just pulled was just a single drawing. This is just your domestic cold water. And this is-- you could see how we went from a Matterport scan all the way to a fabrication shop drawing that could be sent out to one of our fabrication shops, fabricated, and delivered on site.
STEPHANIE LIN: That's amazing. John, so also, just curious, before the entry of reality capture and being laser scanned the sites and get these detailed point clouds, how would you approach a process like this?
JOHN TRAMMELL: So really, before reality capture, I think the old reality capture was a pencil, a pad, and a tape measure. And you would literally send a team out there just to pull and to verify and to document and create isometrics and hand detail things out and bring that back-- that in a combination of a bunch of pictures. And that was your old reality capture method.
STEPHANIE LIN: Yeah, absolutely. And the way to think about it was like every chunk of time, there's a vast improvement of how much faster you can do a process. So that was the original way that reality capture came in. But with really high-end scanners, it was wonderful because you could get this data off quickly, but it was slow to capture.
And then, now, with the newer technology that we were highlighting earlier in the slide, particularly with that Pro3 camera, you're just starting to speed that process up even faster, even faster.
JOHN TRAMMELL: Yes, for sure. And look, let's just be real. There's still obstacles. I mean, there's still some hurdles to get over. But reality capture today is so much improved just what it was five years ago. And it's only going to continue to get better.
STEPHANIE LIN: I hope so, yeah. This is what we're banking on. But with all that technology, we've talked a lot about estimation. But as we mentioned, you're getting a lot of data in. So what else can you do with that data? What else can you do beyond that estimation process?
This is something that I think a lot of us in the audience-- whether you're familiar with Matterport, you've played with Matterport or with other types of reality capture out there-- are kind of curious like what else can you do? I think we often get siloed in. If I'm an architect, if I'm an engineer, I'm a contractor, I only do this type of work. But there's actually a lot of cross-functional workflows.
And it's a great way to learn from each other, as well. So what we've seen from our perspective of dealing with all different types of cross-functional players in the industry, we've seen a lot of variety of ways in which people are using it. Whether you're in design if you're in architecture or an engineer, obviously there's that as-built documentation that John just helped lay out in so much detail, understanding the condition of the site.
You're being able to assess that risk from a remote location and being able to create your design files, your CAD or BIM files. And ultimately, that last bullet point on the left side is actually being able to estimate, properly get a great estimation and bid across so that you can, as that earlier example, save your clients a lot of money, a lot of time and bring that value to them as a provider, as a service provider.
If you're in construction or if you're running CA construction, there's a great variety of ways to leverage the scans for progress monitoring or even your QA/QC workflow and understanding how people communicate with each other in a faster way about what's going on the job site. And that's why integrations like the ACC integrations with issues and RFIs are so important.
It's so critical to be able to communicate clearly so you can get those work packages to sign up, so you can submit for that next phase of payment out there. There's endless ways to document this space. But what good do you do with it if you can't share that information? And sharing goes all the way down to training, to safety training, whether it's a new GC you're hiring remotely or a new subcontractor or even a new project manager internally.
It's such a great way to share what has happened on the job site in a similar project at a similar time frame and what needs to progress and what are what are, ultimately, the deliverables that need to be handed over. And finally, this is the-- this last part, I think a lot of people don't know about. But we have a lot of people out there who are leveraging the technology out there and as John mentioned earlier, using the tagging feature, the Mattertags feature to actually document the space.
So John, earlier, you mentioned taking pictures and documenting and sharing different things within that same digital twin. You can actually use the same thing in literally input and upload all your specification and warranty manuals out there. So if you think about all those binders and binders and binders of handover documents that used to happen, that can all now be incorporated into a super-detailed annotated digital twin, as well.
JOHN TRAMMELL: And we have some examples of that in a few slides from here.
STEPHANIE LIN: Awesome. And here, I won't go through this. This is a lot of text. It's pretty much just a little more detailed drill down of those bullet points I talked about earlier. But you'll see, for whether you're in design or project management, the ability to leverage digital twins-- again, platform agnostic, trade agnostic whatever-- to save hundreds of hours in design review and 80% of cost savings in documentation costs, as well.
For collaboration, if you're a project manager or you're an owner's rep, it's 82% of their customers have agreed that 3D walkthrough is such a better way to communicate because you are seeing exactly what someone else is seeing on the job site. You don't have to hop on that plane to Singapore or the car ride to El Paso.
There's just so much better ways to communicate now. And we should all be leveraging that technology. And ultimately, once the project is turned over, I know a lot of us kind of just deal with project-project basis. But the important thing of bringing that value creation to your end client is also, they trust you when they need more work to be done on their spaces, as well.
So you having that kind of documentation, knowing exactly how things are put in, how they operate, it's eliminating-- even the return site visit to check on the condition because you have that digital twin. It is time stamped to exactly when you took the scan to know how it should be.
And John, I know your Brandt and Southland, you guys have been such wonderful champions of the technology. I wonder if you could talk a little bit more about just what you've been seeing in terms of efficiencies out there in your different workflows.
JOHN TRAMMELL: So this was difficult for me to just condense all of this down in three slides. I gave you a lot of content to choose from. So again, we have presentations for years that you and I can co-present on. But some of the real-world examples with The Brandt Companies-- and I want to go back and tell a little story is that I think our journey with reality capture really started with Matterport.
And we bought our first Matterport camera in 2018. And this was prepandemic. And it was so hard because people were so stuck in their ways of the traditional methods of doing things. And it was, well, I don't really need that. I don't need this. I don't need that. We've been fine without it. We've made-- we've been a company for 68 years before you were trying to introduce this.
And I get it. It was basically free construction. We were begging people just to come out. We will eat the cost. Let us come on your job site and let us provide you and show you the value of what this is. And unfortunately, it took a global pandemic for this to really take off. But once it did, we haven't looked back. And so I'm really excited about this to show. You this is a pretty dull slide here.
But this is actually from our Matterport dashboard on our account. So 386 spaces, so that doesn't seem like a lot. But since we bought the camera, we're averaging about two Matterport spaces a week. Now, we're not doing residential houses or real estate. These are 50,000 square foot, 100,000 square foot projects that we're doing.
So very proud of that. The one that I'm most proud of is the one on the far right-hand side. I'm going to round up because I'm a simple-minded guy. We're going to do some simple math today. That's 17,000 virtual visits of those 386 spaces there. And it's just-- that's probably a lot of words.
But just imagine if we eliminated 17,000 jobsite visits, that's what I view that as. That's what that equates to to me is that we prevented somebody getting in the car and driving to a job site 17,000 times. So on the bottom left-hand side there, we have the Matterport-- again, part of our presentation is we do a lot of higher education.
We do industrial work, all types of different health care, hospitality, convention centers, hotels. And so all I've done here is taken that. And we did a word cloud and weighted all of the projects that we've done. But some of the Matterport use cases that we have, the digital twin creation, filled verification, conceptual estimating, engineering and design, or we use it for BDC coordination.
We use it for logistics and planning. And we could really talk on a lot of these examples. And I think we will a little bit later-- confirming as-built conditions, facilities management, proposed routing when we're going back and forth with the owner and the GC about the preferred routing. And for marketing, you could see that we use it for a lot of our social media as well.
But back to it, I just want to throw out a disclaimer here, Stephanie, that not-- results are going to vary. But I want to get back to the 17,000 visits. So just assume that our typical project is 15 miles away from our corporate office. So we go there. And we come back. That's 30 miles round trip. 30 miles round trip times that many site visits equals 510,000 total miles traveled. That's 510,000.
So if somebody was to drive 65 miles an hour throughout those 510,000, that's 7,800 windshield hours. And let's just say that whoever's driving that truck, let's say he makes $70 an hour. He or she makes $70 an hour. That's $588,000 saved with those site visits. Now, again, those are just numbers.
It could be varied. It could go up and down. But that's a lot of hours. That's a lot of miles driven. And that's a lot of money saved.
STEPHANIE LIN: And that's literally just the people hours of the payment of the salaries of the people. You start adding up and crossing out your gas mileage, all of that, the productivity of time loss on traveling instead of actually working, tire replacement costs, things add up in a very, very quick way, for sure.
JOHN TRAMMELL: I can keep going, Stephanie. If you want to talk about gas. If you talk about the average gas tank-- I looked all this up. The average gas tank is about 18 gallons. Let's say that you get about 18 miles per gallon. That's 325 miles of average distance that you get per tank.
So if you take those $510,000 miles, divide that by 325, so that's saved us about close to 1,600 tanks of gas. You break that down for the average price of gallon per gas at $4, we've saved over $100,000 in gas alone over those $510,000 miles.
STEPHANIE LIN: Oh, my gosh and just imagine if you were paying the California gas prices as well, what that--
JOHN TRAMMELL: I'm sure people are laughing at for $4 a tank of gas here. So again, we're just throwing out numbers.
STEPHANIE LIN: I love it. It's incredible. It's always so helpful to hear real-world examples, real-world numbers coming out of it. But earlier, also, we talked about BIM files and how that goes from a reality capture, from a jobsite, to your digital twin, and then to your workflow. This, I believe-- this is a very real project that Brandt and Southland Industries did, correct?
JOHN TRAMMELL: Yes, absolutely. So again, I'm going to tell a story here and work left to right, top to bottom. It was important for us-- we were going in there, no existing drones. And so RealityCapture has really kicked the door open on existing buildings for us. Yes, new construction is a major part of our business. But so is existing buildings.
And these existing buildings need our help. And so they're built in the '60s, '70s, '90s, even the '90s. They don't have good documentation that document as-m built conditions. And so we reached out. And we wanted to try the Matterport BIM services. And so we didn't have an aerial photo of it.
But on the top left-hand corner, what you see there is a Google Earth image. We scanned the entire facility, uploaded that to Matterport. And the picture in the top middle is a Revit model that was converted out of our Matterport scan. So imagine going from no existing documents to going and capturing it with a Matterport camera, uploading that, and then getting what you see in the middle there.
It's amazing. It's a 3D model, looks exactly like the Google Earth image. From there, as we progress to the right, you're going to see that is an actual Revit model. That's the layout for level 1 there. Not only do they do schematic floorplans on the level. At the bottom left-hand corner there, you guys also produced a reflected ceiling plan for us, which is also part of our 3D coordination.
So you were able to detect the elevations of the ceiling grid for us. And that's what you see there. I talked earlier in the slide previous about logistics. Multiple times have we used the orthomosaic top-down drawing that you see in the middle here. And we've been able to show our customers what areas are going to be affected, where we will be bringing in new air handler units, chillers, pumps-- and the way that we're logistically going to fit through that building and what areas and what occupancies are going to be affected by our move.
And then, the one on the far right is a schematic floor plan. And I would say that this is probably a majority of our workflow. Because not all the time do we need these BIM services. We have a lot of engineers on staff that can really create some 3D models pretty quickly. But you can buy that schematic floor plan of your Matterport space, I think, for a whopping $15.
And now, you've actually even added express services. So if you want to pay, I think it's like $18 or $20, you could get that turned around within an eight-hour timeframe. So imagine going and scanning a space, hitting upload, coming back to the office, having it the very next day and have that schematic floor plan. It's invaluable. And that's what our engineering department will use.
We'll underlay that inside of Revit. And then, we'll start our design right on top of that, whether it's tracing the walls out or whether it's just doing a basis of design and kind of starting some schematic sketches. That's part of our workflow.
STEPHANIE LIN: I love it. And a term we use a lot at Matterport is the word "jumpstart." And that's really I think what you just painted is you can, especially with that schematic blueprint, you can really jumpstart and not wait for someone to download your images or, in this case, view the space and understand they can immediately get that asset out of the scan, which is that schematic floor plan or if they have a little bit more time, like you mentioned, that BIM file, as well.
And so earlier, we also talked about choosing the right tool for the right job. And sometimes, jobs can be quite complicated, right? So there is always the possibility of needing more than one tool. In this case, that tool would be a camera. John, here, you have some amazing images. I wonder if you could talk a bit more about that complex workflow.
JOHN TRAMMELL: So I think I mentioned earlier about Matterport. I don't think that you're trying to replace every tool that is there. It's a nice complementary piece. And again, it's part of our everyday workflow. So we go and we capture with the Matterport first. And that way, we can always bring that. We always have access to that. It's a web-based version. It's a web viewer.
And anybody can view that. We can share it. So we do that. And then, we can make the decision about, OK, maybe we do need to go high-end laser scan that. So that's what you see in the middle is a high-end laser scan. But then, we'll take that high-end laser scan data. And we'll bring that into RealityCapture, ReCap, and then start getting that converted over.
And kind of back on the bottom left-hand picture here is, look, we take that. We bring that into Navisworks. And then, we can start bringing in the equipment, the proposed equipment. So this is a form of conceptual estimating. And which you see, that big, red chiller there clearly is not going to fit. And we were able to go back and tell the owner well in advance, we have to find other options.
And so again, that is a form of conceptual estimating. But this is kind of part of our everyday workflow, Matterport high-end laser scanning, creating point clouds, bringing that into RealityCapture, doing model conversion, doing model coordination with that, bringing in the proposed equipment, and really just seeing the picture holistically.
STEPHANIE LIN: Yeah, absolutely. And it's really bringing the whole process of essentially clash detection way earlier into the whole design process.
JOHN TRAMMELL: Absolutely.
STEPHANIE LIN: Amazing. And so with these complex spaces, then, or your earlier slide with the wonderful work cloud and everything, the 17,000 visits. You also mentioned facilities management. And I think that previous example, that was clearly a very complex industrial facility. I wonder if you could talk a little bit more about that here, as well.
JOHN TRAMMELL: So again, facilities management and just having everything available at your fingertips, and I'm not sure if the listeners are familiar with the Mattertags. Hopefully, they are. But a Mattertag is one of those little bitty blue dots. I think it's the third pitcher in from left to right, there. It just looks like there's a bunch of blue dots. Yeah, that's what that is right there, Stephanie.
Well, we had talked about bringing-- taking pictures of boilerplate ID to show the serial number, the model number, the horsepower, the voltage, all of that information that lives on equipment that we think is important to highlight, we can attach that through a Mattertag. On the far right there, you'll see approved equipment submittals.
So you could take owner-furnished equipment submittals. And you can attach that directly to a Mattertag. So when we have somebody come out and maintenance that space, they can pull up the Matterport space. They could click on that Mattertag. And they know all the information they need to know about that piece of equipment that they're there to service.
Again, we can embed start-up videos. So if it's a link, it can be embedded in a Mattertag, even if it's a simple YouTube video. If you even have a video that you shoot on your phone, you can embed it here through a Mattertag. So it will show you how to start up a piece of equipment, whatever you feel comfortable putting on there to actually help the facility maintenance crew, you could do that. Integrate and record equipment maintenance log.
So you can have a maintenance log. It can be an Excel sheet if you want. You can look at the last person that serviced it, what the day was. And you can maintain an up-to-date maintenance log through Mattertags, accurately capture temperature and pressure gauge readings. So because of the 4K quality, you could see on the far left-hand side, you could clearly see what the pressure temperature is and what the pressure gauge and the temperature readings are through those gauges.
Document post mechanical space regulations and clearance zones-- so in one of these examples, Stephanie, we have a picture on the wall that just talks about all of your code clearances that must be there. So again, this is information that you can bring and have somebody can-- if they wanted to review what the requirements of that space were before they even left the office, they would have a really good understanding of that.
And then, I mentioned earlier, the boilerplate details-- I would probably say that that's the most use for us. That's where our engineers need to go and find all the details. And when I say boilerplate, next time you're on a job walk, you just look for these little, silver-- they're probably covered in oil and dirt.
And we have a rag that you have to wipe them off with. But just to be able to step back and see the arrangement and what that boilerplate ID belongs to, I can't tell you how valuable that is.
STEPHANIE LIN: That's amazing. And these spaces are so complex and so vast too. I imagine just being able to actually go and search for that Mattertag must be an incredible alleviation of headache.
JOHN TRAMMELL: Yes. Because the traditional method is, hey, I'm going to go take 145 photos on my iPhone. I'm going to go to the office. I'm going to dump them all in a folder. I think I'm going to remember where they are. I'm going to go to lunch. And I'm going to come back. And I'm not going to know anything. I'm not going to know. I'm going to have all these zoomed up pictures. And this really does a good job of tying everything together for us.
STEPHANIE LIN: I have definitely experienced that headache many times with that photo job. And ultimately, all of this is really what we talked about at the very beginning of this discussion was really helping you achieve your project KPIs, like whatever industry you're serving, whatever industry you come from, it's about making sure that you can do your work a little bit more efficiently and a little bit faster.
So here, we just have a couple of high-level stats gathered across all the different industries, again, that we've seen repeated time and time again about the ability to just decrease your time and travel costs up to 50%. 70% of savings in terms of your survey cost in BIM file creation-- we've had another large engineering firm also tell us they used to send sometimes up to 14 to 15 people to survey a complex site.
And now, they can replace a lot of that with just a scan and being able to revisit and revisit and revisit via that URL link. And what that means is you're saving 30% in, again, cost and time savings because of the increase of those aha moments that I keep talking about. It's like understanding and walking that jobsite even if it's remotely and not actual boots to the ground. You're simulating that as much as possible.
And all that equates up to 75% of project issues can be resolved without escalating, without that moment of it's too late, now we need a change order. Now we need to repunch, recore a hole in that concrete wall. It's just really about talking about your project issues, those project issues a lot earlier, and being able to talk about them a lot better, too.
And finally, we've shared a lot with you today. We hope that you've learned something new or gotten some great new ideas from us talking about the great ways of estimation and all the different tools that you can leverage throughout the rest of your project workflows.
But here, we're just hoping that, again, to recap some of the key takeaways, really about the power of digitizing and streamlining your estimation process, reducing those site visits, and continually being able to access limited-access spaces-- and I think, as John has really painted a clear picture of, there's no such thing as too much information estimation. You really want to be as accurate as possible.
You need that detail. And you need to make sure you're honing in and specifically for your project to save time, to save money, and to bring that value to your end clients. And it's about enhancing your proposals, executing your design and your BIM modeling processes. You have a time stamp site condition that you can always refer back to.
And with that 4K imagery and that LiDAR technology, and even the infrared technology, the ability to pull that 3D point cloud from that digital twin into your existing workflows. And finally, all that leads up to what we just were just recapping is achieving your project KPIs, making sure your projects run as smoothly as possible.
Whether you're a project manager, you're a lead architect, or you're job captain out there, or lead engineer, it's about that communication, making sure you are talking in the same language. I often joke at my job, the hardest thing is translating English to English. Well, you can reduce a lot of that issue when you're looking at that 3D 4K imagery of a job site.
So we hope you have learned a lot here today. John, thank you, thank you, thank you so much for joining us for our AU 2023 talk. We were so excited to be able to highlight the incredible work that Southland and Brandt have been producing and just cannot thank you enough for your time and your attention here with us today.
JOHN TRAMMELL: Thank you for having me. I appreciate it.
STEPHANIE LIN: Amazing. Well, thank you, everyone. Again, if you have any questions, please feel free to scan the QR code and reach out to us for more information. And if you happen to need some continuing education credit, we welcome you, as well. So thank you, again, for your time. It's been great being able to share all this with you.
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