 Six years ago, I discovered RealityCapture and I saw in it an opportunity to change the way I was working as an engineer. My job was to design production line in facility and I was quite limited by the ability to communicate with everyone. And communication remains the biggest challenge. We have different language, but we also have different technical skills. But often the least technical people have the most meaningful insights. RealityCapture is a way to communicate to everyone. We all share the same world and it's such a great opportunity that I decided to dedicate my career to it. One of the challenges of RealityCapture, even though it got better over time, is that it's such a huge amount of data. And this data is hard to make accessible to everyone. So what we decided to do at the beginning was look for a better format in order to deliver it. So how could I bridge the gap between high quality data, high nice visuals, but to be delivered on entry level laptops? So this is why we started looking into meshing. So meshes is more common in the video game scene than in the engineering field. You only need meshes to go work in Revit, but for a game engine, meshes is the appropriate format. So when we started looking at those meshes, it really started to open doors to new applications. Now we could look at it from a perspective of an immersive environment. We were not limited to have just a simple VR headset for high quality computers, but it could definitely be delivered to anyone and that was a big game changer for us. So going back to where I come from, I used to design production lines and facilities. When you're growing from the inside, all you have is a 2D floor plan, an AutoCAD floor plan. Now, I was looking for a way to figure out for myself, how do I take out the existing production line? How can I bring in new equipment? And how do I get all the stakeholders involved? For my side it was CAPEX projects. We were investing millions of dollars on equipments, but we were still limited to very basic tools in order to take massive decisions that would impact the life of day-to-day workers. So our first patent was this idea that, well, it's nice to look at reality, but what if we could go beyond looking? What if we could use reality and edit reality? So what you're looking at now is just this first idea that we could maybe grab reality and start to cut it into pieces. So could I detect collision when I try to take something out? Could I give a tool that is super easy for people to bring new equipment in and then share it with all project stakeholders? So this type of gamification of work, even if it's in its early days, really catches the attention of facility owners. Over the years, we've built a solution to support most of the IN laser scanners. Think about terrestrial laser scanners, and things have got faster, easier, and better. More recently, SLAM technology has also impacted greatly the ability to scan large spaces very efficiently. So what we've built is a solution as simple as we could. You literally take your E57 point cloud, drag and drop, and that's it. We're using the power of the cloud to make this process extremely efficient. I started this company by offering it to a single company as an engineering firm offering services and ended up making quite a bit of money and decided to leave my current job to really dedicate it to building the technology behind Preview. So what we are able to do today is really just deliver a 3D model of high accuracy for anyone to benefit from. So we're way beyond engineering, but we still solve those critical challenges that led us here today. So the ability to better plan your engineering project, to have access to a high quality 3D model of your environment, and to make data accessible to everyone. But in this process, we've learned quite a few new use cases that could be beneficial. So we decided to look beyond our traditional use cases of engineering project design, and this led us to look into how could we improve the life of people doing building extension, how could we improve the life of people trying to do digital twins initiatives, and this is why we started to go beyond just our traditional use case of engineering and investing technology. So for the last two years, we've been working on a technology called automatic segmentation. So when you think about the non-technical users, they have crazy high expectation, and I still like them. They expect every object in the scene to already be a component. So that's what we try to achieve with our automatic segmentation. What we're doing in the background as we create those meshes is we automatically try to detect in group elements in the scene. So instead of trying to model everything, now people can click on reality and assign data to the object. If you want to go back to Revit, you can select just the component that you need, and that really aims to make the life of people creating those digital twins much easier. There's been quite a bit of efforts in this and we're always going to try to improve it, but this is going out of beta very soon. Impacting engineers is great because they have quite a bit of money to invest to improve their workflows. They're investing millions of dollars, but in order to have a greater impact, we're now turning to maintenance and operation. No matter the vertical we talk to, no matter the industry we talk to, the challenges of today is that the people that have the most knowledge of the facilities are leaving and going for retirement, and the newcomers, I guess in my generation, have crazy high expectation and they don't want to work with the old tools anymore. It's very difficult for facilities, for operators, to attract talent. So what we decided to do is to find a way to gamify work and enable the supervisors, the one with experience, to not only always react to situations and expect the newcomers to be just following the basics, but empower people on the lower chain. So our vision for a digital twin is that reality connects us all together. So what if we could just send access to a 3D model of your site accessible from your pocket? So you're in front of a component, you hear a noise, you take your phone out, and you access the data. A data that is delivered to you in a visual way that you can understand. A data that allows you to just say, hey, this pump is making quite a strange noise and it sends a notification to other workers. And the other worker clicking on that same exact pump know where it is. Know what's the SAP part number? Do we have a spare filter for this pump? Are we able to take action? Operation? The holy grail is to limit downtime. It's to take better decision in a much quicker response time because this is what everyone is trying to do is to achieve the throughput they want. We don't want the train to be late. We don't want the production to be too small to not meet the customer output.