Aviotix’s Post

Looking for drone + AI partners who can turn raw aerial/thermal imagery into accurate as-built 3D models, digital twins, and extractable floor plans/elevations — especially when original blueprints are missing or outdated. We’re advancing the Urban Nexus Hub: adaptive reuse of a ~100k sq ft office building along the Mesa light-rail corridor into a mixed-use micro-district (grocery anchor with innovative FIFO design + scalable edge data center + Hyliion KARNO microgrid for waste heat capture). Fast, precise reality capture would accelerate feasibility studies, de-risk capex, support energy profiling, and enable efficient system integration planning. If your platform excels at photogrammetry, 3D reconstruction, blueprint overlays, or turning drone data into actionable CRE insights, I’d love to connect. @Optelos @DroneDeploy @SkydioHQ @pix4d @RealityCapture_ — open to demos or discussions on adaptive reuse applications in the Phoenix metro. DM or comment below. Happy to share more on the project. #AdaptiveReuse #DroneTechnology #DigitalTwins #CRE #Photogrammetry #SustainableDevelopment

🚀 Advancing Surveying Technology with 3D Mapping! We are excited to share that AquaForge Robotics Pvt Ltd in collaboration with Lemurian Survey Solutions (LSS) is actively working on high-precision 3D mapping projects using SLAM Scanner and RGB-based mapping technology. This advanced workflow enables rapid LiDAR-based spatial data capture, accurate point cloud generation, and detailed 3D digital models for infrastructure, industrial environments, and urban mapping. The integration of SLAM technology with RGB imagery significantly improves visualization, measurement accuracy, and digital documentation of real-world assets. From field data acquisition to point cloud processing and digital twin creation, our team is leveraging next-generation geospatial technologies to deliver efficient and reliable mapping solutions. 🌍 Applications include: • Infrastructure and construction monitoring • Urban mapping and planning • Industrial facility documentation • Heritage and structural surveys • Digital twin generation We are proud to continue pushing the boundaries of AI-driven surveying and geospatial innovation. #AquaForgeRobotics #LemurianSurveySolutions #3DMapping #SLAMScanner #LiDARMapping #RGBMapping #PointCloud #DigitalTwin #GeospatialTechnology #SurveyingTechnology #SmartInfrastructure #Innovation #Engineering #SurveySolutions

🚀 Struggling to Process Large-Scale Geospatial Data Efficiently? Watch how seamlessly #Get3DMapper fuses aerial (drone) and ground-based sensor data to deliver a unified, highly accurate, and richly detailed 3D model. Capturing data is no longer the challenge— processing large-scale datasets into accurate, usable #3D outputs is. This is where Get3D Mapper makes a real difference. Solving Real-World Challenges: 1️⃣ Handling complex, large datasets? → Converts raw data into structured outputs: point clouds, textured 3D models, DSM/DTM 2️⃣ Slow project turnaround? → Tiled reconstruction engine enables stable, high-speed processing—even at city scale 3️⃣ Multiple data sources? → Seamlessly integrates aerial, oblique, close-range imagery, and LiDAR 4️⃣ Texture & alignment issues? → Laser control-point registration ensures precise image-to-point cloud alignment 🌐 What This Means for You ✔ Reliable, high-quality textures ✔ Reduced rework and manual effort ✔ Stable processing at scale ✔ Faster delivery of production-ready 3D outputs 💡 What Get3D Mapper Delivers Turning complex reality capture data into accurate, scalable, decision-ready 3D intelligence. With Mirai Aerospace: Capture → Process (Get3D Mapper) → Integrate into GIS / CAD / Digital Twin platforms 📧 Book your live demo now at: reachout@miraiaerospace.com Get3D.AI Xianfeng Huang Yilia Li Ravi Yadav Parag Shinde #3DMapping #Geospatial #DigitalTwins #SmartCities #Infrastructure #Innovation

🔷 Digital Twin Acquisition Pipeline – The Backbone of Industry 4.0 Building a digital twin doesn’t start with visualization or simulation – it starts with structured and reliable data acquisition. A modern Digital Twin Acquisition Pipeline typically includes: ▪️ 3D data capture (e.g., LiDAR / laser scanning, photogrammetry) ▪️ Data preprocessing (registration, denoising, downsampling) ▪️ Semantic segmentation (object recognition in point clouds) ▪️ Geometric reconstruction (meshes, surface models) ▪️ Transformation into structured formats (e.g., USD for Omniverse) ▪️ Automated asset placement & scene generation 💡 The key is not just data quality – but end-to-end automation of the pipeline. Companies that scale these processes unlock: ✔️ Real-time simulations ✔️ Predictive maintenance ✔️ Virtual commissioning ✔️ Optimized factory planning 👉 The future belongs to pipelines that automatically turn raw data into usable digital twins. #DigitalTwin #Industry40 #3DAI #PointCloud #Automation #Omniverse #SmartFactory

Capturing 3D interior data with a handheld SLAM scanner is fast and efficient. A 1,000 m² space was scanned with the Lidaretto H32 in handheld SLAM mode in just 40 minutes, producing a crisp, clean point cloud with survey-grade accuracy—ready for downstream use (BIM, as-built surveys, digital twins, reconstruction, real estate, and more). Lidaretto scanners aren’t limited to handheld SLAM. They can be mounted on a backpack, vehicle, or drone to capture scans from any perspective, adapting to the needs of your project. Want to know more? Visit www.lidaretto.com or write to info@lidaretto.com.

Capturing 3D interior data with a handheld SLAM scanner is fast and efficient. A 1,000 m² space was scanned with the Lidaretto H32 in handheld SLAM mode in just 40 minutes, producing a crisp, clean point cloud with survey-grade accuracy—ready for downstream use (BIM, as-built surveys, digital twins, reconstruction, real estate, and more). Lidaretto scanners aren’t limited to handheld SLAM. They can be mounted on a backpack, vehicle, or drone to capture scans from any perspective, adapting to the needs of your project. Want to know more? Visit www.lidaretto.com or write to info@lidaretto.com.

𝐓𝐡𝐞 𝐠𝐚𝐩 𝐛𝐞𝐭𝐰𝐞𝐞𝐧 𝐭𝐡𝐞 𝐩𝐡𝐲𝐬𝐢𝐜𝐚𝐥 𝐚𝐧𝐝 𝐝𝐢𝐠𝐢𝐭𝐚𝐥 𝐰𝐨𝐫𝐥𝐝𝐬 𝐢𝐬 𝐜𝐥𝐨𝐬𝐢𝐧𝐠 𝐟𝐚𝐬𝐭𝐞𝐫 𝐭𝐡𝐚𝐧 𝐞𝐯𝐞𝐫. 🏗️🌐 Whether you’re in construction, agriculture, or land management, the ability to transform a physical site into high-resolution 3D data is no longer a luxury; it’s a competitive necessity. This overview of #DroneDeploy showcases how automated drone flights are revolutionizing project tracking and decision-making: 📍 𝐈𝐧𝐬𝐭𝐚𝐧𝐭 𝐈𝐧𝐬𝐢𝐠𝐡𝐭𝐬: Generate 2D live maps in real-time as the drone flies. 📊 𝐏𝐫𝐞𝐜𝐢𝐬𝐢𝐨𝐧 𝐓𝐨𝐨𝐥𝐬: Measure distance, area, and volume with elevation data and contour lines. 🤝 𝐒𝐞𝐚𝐦𝐥𝐞𝐬𝐬 𝐂𝐨𝐥𝐥𝐚𝐛𝐨𝐫𝐚𝐭𝐢𝐨𝐧: Sync high-resolution 3D models across your entire team on any device. 🔰 𝐒𝐦𝐚𝐫𝐭 𝐄𝐜𝐨𝐬𝐲𝐬𝐭𝐞𝐦: Utilize the industry’s largest app marketplace to integrate with tools like Autodesk or use machine learning for automated object counting. In an era where the world is constantly changing, having a "digital twin" of your project keeps teams aligned and ensures everything stays on track. How is your organization leveraging aerial data to gain a new perspective? Let’s discuss in the comments! 👇 #DroneTech #DigitalTwin #ConstructionInnovation #DroneDeploy #AgTech #CivilEngineering #ProjectManagement 𝘝𝘪𝘥𝘦𝘰 𝘊𝘳𝘦𝘥𝘪𝘵: 𝘋𝘳𝘰𝘯𝘦𝘋𝘦𝘱𝘭𝘰𝘺

𝗬𝗼𝘂𝗿 𝗛𝗶𝗴𝗵-𝗗𝗲𝗻𝘀𝗶𝘁𝘆 𝗟𝗶𝗗𝗔𝗥 𝗠𝗶𝗴𝗵𝘁 𝗕𝗲 𝗪𝗮𝘀𝘁𝗶𝗻𝗴 𝗬𝗼𝘂𝗿 𝗧𝗶𝗺𝗲‼️ It looks incredible in a viewer. It’s a disaster the moment your designer tries to extract a DTM and hits a wall of noise. In Infrastructure, the value isn't in the Points Per Meter; it’s in the Logic of the Classification. Raw data is just expensive digital noise until it’s processed with intent. If your post-processing is lazy, your survey is hiding: 🔹 The Canopy Blur: Ground points that are actually branches, ruining your slope analysis. 🔹 Ghost Artifacts: Sensor noise that creates obstructions where none exist. 🔹 The Edge Erosion: Over-smoothed terrain that misses critical curb lines and break lines. At MakeInGIS, we perform digital surgery on your data instead of just running a filter. ✅ Logic Over Algorithms ✅ Intelligent Thinning ✅ Clean CAD/BIM Exports 📌: You don't need millions of points. You need the right points, correctly labeled. Anything else is just a liability to your project timeline. 💬 What’s your biggest LiDAR headache? Messy trees or files that crash your workstation? #LiDAR #PointCloud #Scan2BIM #CivilEngineering #MakeInGIS #AEC #SurveyLife #DigitalTwin #DTM #Geospatial

𝗗𝗶𝗴𝗶𝘁𝗮𝗹 𝘁𝘄𝗶𝗻𝘀 𝗱𝗲𝗽𝗲𝗻𝗱 𝗼𝗻 𝗺𝗼𝗿𝗲 𝘁𝗵𝗮𝗻 𝗴𝗼𝗼𝗱 𝘀𝗰𝗮𝗻 𝗱𝗮𝘁𝗮. 𝗧𝗵𝗲𝘆 𝗱𝗲𝗽𝗲𝗻𝗱 𝗼𝗻 𝗵𝗼𝘄 𝗳𝗮𝘀𝘁 𝘁𝗵𝗮𝘁 𝗱𝗮𝘁𝗮 𝗯𝗲𝗰𝗼𝗺𝗲𝘀 𝘂𝘀𝗮𝗯𝗹𝗲. Point clouds can capture existing buildings with impressive precision. But without structured BIM-ready outputs, they still create a heavy manual workload. In our new article, Alex M., Head of Delivery at Timspark, shows how Timspark approached automated BIM generation from LiDAR point clouds through a multi-stage ML pipeline designed for scalable digital twin creation. This is especially relevant for teams working on: 🧭 indoor mapping 🏬 facility management 🏗️ retrofit projects 📈 spatial analytics 🌐 digital twin delivery If that’s your space, the article is worth a read: https://lnkd.in/d8bpCF6r #DigitalTwin #LiDAR #BIM #IndoorMapping #AEC #PointCloud #GeoTech

🔷 Could digital twins, LiDAR, and virtual walkthroughs create more value for paint and coatings teams? 🔷 🧰 These tools seem to be gaining traction in construction, design, and facility documentation. 🚧 But I think there may be real opportunity on the paint and coatings side as well — especially on larger commercial and industrial projects. Not just for estimating, but for helping teams with things like: 📍 reviewing scope more clearly before quoting 📍 documenting existing conditions before work begins 📍 identifying access, staging, and sequencing challenges 📍 improving communication between owners, consultants, contractors, and applicators 📍 supporting future maintenance and repair planning This may not be standard in our part of the industry yet. 💡 But on larger jobs, better visibility upstream can help reduce surprises downstream. For paint and coatings, the opportunity may be less about replacing site visits — and more about improving documentation, coordination, and planning before the work starts. 📐 Tools from companies like Matterport, Leica, iGUIDE® by Planitar, and RealSee are already helping shape the broader conversation around digital twins, virtual walkthroughs, and reality capture. It will be interesting to see how far that value extends into paint and coatings workflows as well. 💬 Are any paint or coatings teams here using tools like these yet? Where have they actually helped most? Have they improved: 🔹 estimating 🔹 documentation 🔹 coordination 🔹 maintenance planning 🔹 something else? 🗣️ Please share your experience in the comments — it may help others in the industry think about where these tools could add real value on future projects. #PaintIndustryIntelligence #PaintAndCoatings #CommercialPainting #IndustrialCoatings #LiDAR #DigitalTwins #RealityCapture #ProjectPlanning #FacilityMaintenance #ConstructionTechnology