A #DigitalTwin without real-time #data is just a 3D drawing. #Connectivity is the difference between a static model and a living tool — and organizations utilizing intelligent, connected digital twins see a 15% improvement in operational metrics on average (Capgemini).

Announcing Ausrine, a new way to experience physical assets. Ausrine transforms 3D models into cross-platform interactive experiences in just a few steps. Making complex products easier to present, explore, and support — from sales engineers to field engineers. Watch the introduction video: https://lnkd.in/gNn9DSJA Read more: https://lnkd.in/gtVYTdpe .

We’re building digital platform to help organizations work better with physical assets - across manufacturing, retail, and other asset-intensive industries. With Ausrine, teams across the organization - from sales engineers to field engineers - can present, explore, and support products in a modern way using: • Interactive 3D experiences • 3D guides for training and service • Interactive BOM / IPC Accessible across the devices teams already use. Learn more: https://lnkd.in/g8NqXDvg #Ausrine #Interactive3D #DigitalTwin #ARVR

Day 10: Most identity graph pitches sound like magic, but the real question is: who gets to be wrong, and by how much? Every match rule is a trade‑off: tighten it and you lose reach, loosen it and you risk stitching two different people together. The sharpest teams don’t just argue deterministic vs probabilistic, they explicitly decide where they’re okay being approximately right (upper funnel, modeling, planning) and where they need to be painfully precise (consent, suppression, 1:1 personalization). That clarity turns identity from a black box into a design choice. If you don’t decide your error budget up front, your identity graph will quietly decide it for you. #AdTech #CustomerIdentity #IdentityResolution #Measurement #RetailMedia #CTV

📰 Quality Digest has featured GelSight®’s latest software update: GelSight® Mobile™ 4.3. The new release introduces powerful enhancements to 3D visualization, expanded defect detection capabilities, and workflow improvements designed to make surface inspection faster, more precise, and more repeatable, even on complex geometries. From improved data analysis tools to greater automation support, GelSight® Mobile™ 4.3 continues to push the boundaries of high-resolution tactile metrology. Read the full feature in Quality Digest to learn more: https://lnkd.in/gfSehKsk #GelSight #Metrology #SurfaceInspection #QualityControl #ManufacturingTech

AI development gone exponential for last 6 months. There’s a lot excitement on what AI can do for the industry. The industry doesn’t have a lack of data. If anything there’s too much data - creating an information flow problem. What’s happening on site and what the planning team sees are often two completely different things. Site teams communicate through WhatsApp, photos, and excel sheets tracking daily site progress. Meanwhile management relies on manually updated information like dashboards, weekly PDF reports, and 3D models. By the time these manual reports are reviewed, the data is already outdated. On top of that, project data is trapped in siloed systems like BIM platforms, document systems, spreadsheets, emails which requires constant tender loving care to keep them pristine. Which means teams spend more time looking for information/updating them than acting on it. At Wenti Labs, we’re building the operating system (OS) to fix this gap. Working with partners like Gerald Ho, we connect information from site directly into a unified intelligence layer. This way we help to: 1/ tighten the information loop between the site team and planning team so decisions are made on real-time site signals instead of delayed reports; 2/ connect traditional siloed construction software to into a unified operational data layer, allowing teams to make decisions with a complete view of the project; 3/ powers live operational dashboard that reflects site reality, aligning manpower, progress, and schedule to improve project predictability. When information flows faster, projects move faster. That’s what AI in construction can help to push the industry forward. Do join the session if you’re keen to learn how AI can make it happen.

When I was a young design engineer, I was fairly unaware of the fact that all of the information and effort we poured into our drawings specs, RFI reviews, etc. would rarely make it in an easy-to-consume way to the teams operating the buildings. We had to settle with paper binders, drawing rolls, and hard to access file shares. In higher education, where reactive work orders can take an average of 3 to 5 days to resolve and deferred maintenance backlogs continue to grow, every minute matters. The bottleneck is rarely effort, it's access to institutional knowledge at the point of need. That's exactly what we are solving for at Willow with Copilot. We're still early, but seeing this capability being used in the real world - helping technicians get the information they need without hunting, calling around, or waiting - is exactly why this work matters. Really proud to see the progress the team makes every week and for the users that continue to push us! 🙌 Willow Nexus Labs

It’s always exciting when we get to see Operational AI in action, and this example is a standout! Northern Arizona University handed over a mountain of building documentation to Willow and asked to make it usable. Instead of treating that as a document‑management problem, we treated it as a systems‑understanding problem. By using generative AI to ingest the entire library and map out how equipment, spaces, and systems relate to each other, we worked on making a knowledge graph for NAU that now supports analytics, root‑cause analysis, and commissioning insights tied back to original design intent. This is the kind of foundation that makes AI in facilities practical, using intelligence teams act on. Huge thanks to Nexus Labs for spotlighting this work and helping push the conversation forward! Be sure to keep an eye out for their newsletter next week for the full story. #OperationalAI #SmartBuildings #DigitalTwin #KnowledgeGraph #FacilitiesManagement #PropTech

Dashboards are becoming the standard for decision makers, with their 𝐮𝐬𝐚𝐠𝐞 𝐫𝐢𝐬𝐢𝐧𝐠 𝐟𝐫𝐨𝐦 𝟒𝟖% 𝐨𝐟 𝐜𝐨𝐦𝐩𝐚𝐧𝐢𝐞𝐬 𝐢𝐧 𝟐𝟎𝟐𝟑 𝐭𝐨 𝟔𝟕% in the last year. Rulex helps organizations 𝐦𝐨𝐯𝐞 𝐛𝐞𝐲𝐨𝐧𝐝 𝐫𝐞𝐚𝐝-𝐨𝐧𝐥𝐲 𝐝𝐚𝐬𝐡𝐛𝐨𝐚𝐫𝐝𝐬 that do little more than monitor KPIs. With 𝐑𝐮𝐥𝐞𝐱 𝐒𝐭𝐮𝐝𝐢𝐨, you’re directly interacting with the decisions that drive business outcomes, stepping in when needed to adjust parameters, run new simulations, recompute, and push decisions back into execution systems. In practice, this means 𝐫𝐞𝐩𝐥𝐚𝐧𝐧𝐢𝐧𝐠 with a click, 𝐫𝐞𝐬𝐩𝐨𝐧𝐝𝐢𝐧𝐠 𝐢𝐧𝐬𝐭𝐚𝐧𝐭𝐥𝐲 𝐭𝐨 𝐫𝐞𝐚𝐥-𝐭𝐢𝐦𝐞 𝐚𝐥𝐞𝐫𝐭𝐬 through tailored UIs, and executing decisions where the data lives – 𝐰𝐢𝐭𝐡𝐨𝐮𝐭 𝐬𝐰𝐢𝐭𝐜𝐡𝐢𝐧𝐠 𝐭𝐨𝐨𝐥𝐬 or portals. See more ➡️ https://lnkd.in/daDK87eD #DecisionIntelligence #RulexStudio #RulexPlatform

“No BS. Just impact.” 🔥 That was the message from our Chief Product Officer, Marc Schuetz, in his keynote at #MRC2026. At Revizto, we’re clear: if it doesn’t make your life better or faster, we shouldn’t build it. That mindset shaped 5.17 — not a minor release, but a direct response to customer feedback: Linear Navigation, Local Preview, Issue Workflow Automation. Looking ahead to 2026, we’re taking it up a notch with enhanced 2D workflows, enterprise scalability and a powerful data layer API to extend the ecosystem. And on AI? We’re equally clear. Bring your own AI. We will never touch your data. We don’t want our customers to just be partners. To Make Right, we have to build the future together. Let’s do it. #MadeRight #DigitalConstruction #ConTech #Infrastructure #BIM