Florian Maurer’s Post

AI-driven technologies can have a big impact on local governments, insurers and commercial developers.🛰️Learn more how #AI and aerial imagery is helping to safeguard #insurance risk assessments and improve claims processing. https://ow.ly/7qLu30sALP5

AI-driven technologies can have a big impact on local governments, insurers and commercial developers.🛰️Learn more how #AI and aerial imagery is helping to safeguard #insurance risk assessments and improve claims processing. https://ow.ly/Z5mb30sAN4m

AI-driven technologies can have a big impact on local governments, insurers and commercial developers.🛰️Learn more how #AI and aerial imagery is helping to safeguard #insurance risk assessments and improve claims processing. https://ow.ly/PTEM30sAM0O

AI-driven technologies can have a big impact on local governments, insurers and commercial developers.🛰️Learn more how #AI and aerial imagery is helping to safeguard #insurance risk assessments and improve claims processing. https://ow.ly/sQPJ30sANuA

What a week to take leave... there's so much going on! First, the launch of our new Gen 6 AI System - two years of massive innovations to talk about. Plenty more posts on the details of that coming, I assure you. Then, while I was on leave and getting absorbed in Tim Flannery's landmark book "The Weather Makers" from 2005 (feeling somewhat overwhelmed - checking for updates to graphs like the Keeling Curve for CO2 was sobering), Milton appeared. Front page news articles were appearing from the other side of the planet (Florida) as Hurricane Milton started to brew hot on the heels of Helene. But I'm lucky - I work at a Nearmap, where our core business involves helping in these events. Agency is the best panacea when facing overwhelming challenges. With a rapid post catastrophe imagery and AI system in rock solid production for well over a year, we've seen data flowing in from Milton at a huge rate already. The challenge now is less on basic logistics and ops - that is working well for capture, imagery, and AI. It's about tuning and improving usability of the data for customers, making sure it gets to them via the right mechanisms, and constantly pushing the limits on timing. After some round the clock hacking with Brett Tully, we'd hit our own APIs to rip down a constantly growing data set of (at time of post) over 900 thousand buildings with damage classification assigned for Hurricane Milton related flights - and another for all the Gen 6 damage layers. It's amazing what you can fit in a single geoparquet file! I won't share breakdown numbers of damage categories for the evolving data set at this point (destroyed, major, minor, affected, no damage), but I have it at my fingertips, and it makes for grim viewing. It's a nuanced problem where definitions matter a lot, and I don't want to add any confusion to an already complex picture by doing a hasty job of it (do you count sheds and secondary buildings? Rural? Commercial? Residential? etc.). This analysis is not a drill - a number of large customers are using them already help plan their response respond, so it's about supporting them rather than writing a blog analysis post at this point. I'm currently looking at zoomable a map in QGIS with all the imagery and AI, like the screenshot in the post below. The first data was already flowing in more than 12 hours ago, and grew massively overnight. We've also got the full Gen 6 data sets starting to roll in, with >130 AI Layers detecting things like "temporary roof repair" (tarpaulins), or specific damage types like "exposed decking" highlighting the areas where shingles have been ripped off the roofs. So I'm tired, a bit shell shocked by the scale of the event, but at least content that I have the privilege of being able to help even a little, despite sitting on the other side of the globe. Planet Earth is as fragile as it is remarkable, and both our existence and the urban habitats we build are bound inextricably to it.

Revolutionizing Insurance Risk Assessment with globeholder.ai Thrilled to unveil our latest case study: How our cutting-edge geospatial embeddings boosted Total Insured Value (TIV) prediction accuracy in Florida by 7.5%! Our universal geo-embeddings provide game-changing insights for any location: ° Proximity to coastlines ° Urban density ° Transportation networks ° Critical infrastructure ° Environmental risk factors And so much more... From hyper-local to continental scale, our AI captures it all! Want to supercharge your insurance ML models or leverage the geo-embedding arithmetic unlocked thanks to our foundation models? Dive into our detailed leaflet and discover the power of location intelligence! https://lnkd.in/eYAEAxP6 #InsureTech #PredictiveAnalytics #GeospatialAI #GIS #geoAI #FoundationModels Allianz Trade AXA en France Zurich Insurance Munich Re Swiss Re Chubb Marsh Unity Willis Towers Watson Berkshire Hathaway Allstate Progressive Insurance

🦺It's time to wrap up CVSA's Operation Safe Driver Week with the Motive State of Safety Report. ICYMI we surveyed over 1,100 business to understand how fleets think about safety and what they’re doing to improve it. The data doesn't lie: the most impactful road safety improvements are being driven by AI. For the fleets that use dash cams as a part of their safety program, the bottom-line results add up fast. When asked what benefits their businesses experienced after implementing dash cams, those surveyed listed visibility into driver performance (57%), fewer unsafe driving behaviors (54%), insurance savings (45%), and fewer accidents (43%) as the top four outcomes. See what other insights we uncovered in Motive's State of Safety Report: https://ow.ly/b5kJ30sF28V

Want to learn about how data and analytics are transforming the #insurance industry? Duck Creek Technologies and Snowflake partnered to co-author an in-depth eBook detailing how insurance companies can thrive in today's aggressive global business landscape with the power of data and analytics. Download the "Insurance Data and AI Trends" eBook for invaluable information on generative AI, gaining "insight advantage," and properly utilizing data specific to the insurance industry. After reading this eBook you'll have a better understanding of how your insurance business can share and leverage information internally and externally and integrate analytics insights into every step of the decision making process. Download the eBook here: https://bit.ly/3VCpxkR #insurtech #generativeAI #artificialintelligence #data #analytics

Great write-up benefits for #Insurers from #Data and #AI. Download this eBook from Snowflake and Duck Creek Technologies to read more details, including 10 examples of #Claims #Analystics Opportunities #InsurTech #DigitalInsurance #DuckCreekAPAC #DuckCreekEMEA #Insurance #GenAI #ArtificalIntelligence