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class="antialiased"><div id="__next"><div class="h-[100vh] overflow-x-hidden overflow-y-auto scrollable"><div class="fluid-container_fluidContainer__9eUr6"><div class="h-[100px] flex justify-between items-center px-8 sm:px-12" style="font-weight:400;font-size:16px;line-height:19.44px;color:#465264" id="top"><a class="mr-6 sm:mr-10" href="/"><div class="logo">Biospheric<!-- --> <span class="text-[var(--biospheric-blue)]">AI</span></div></a><div class="flex flex-row items-center justify-center gap-[64px]"><div class="flex flex-row gap-[40px]"><a href="/">Home</a><a href="/about">About</a><button class="group inline-flex items-center gap-1 cursor-pointer select-none" aria-haspopup="menu" type="button" id="radix-:R4mm:" aria-expanded="false" data-state="closed">Our Work<svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-chevron-down h-4 w-4 transition-transform duration-200 group-data-[state=open]:rotate-180" aria-hidden="true"><path d="m6 9 6 6 6-6"></path></svg></button></div><div><a href="/contact-us"><div class="btn-biospheric-blue">Get in touch</div></a></div></div></div></div><div class="home-page_homePage__ruASR"><div data-mobile="false" class="data-[mobile=false]:grid items-center data-[mobile=false]:grid-cols-12 data-[mobile=false]:grid-cols data-[mobile=false]:gap-x-[32px] flex flex-col justify-center pb-8 fluid-container_fluidContainer__9eUr6 relative h-fit min-h-[100vh] gap-[48px]" data-label="hero"><div data-label="background" style="position:absolute;height:100%;top:0px;width:100%;left:0px;z-index:-1"><img src="/hero-background/adobe-bg-1.jpg" style="height:100%;width:100%;object-fit:cover;opacity:0.2" alt=""/></div><section data-label="left" data-reverse="false" class="col-span-6 data-[reverse=false]:col-start-1 data-[reverse=true]:col-start-7"><h1 style="padding-bottom:16px">Geospatial Analytics for Infrastructure Investment</h1><p>Biospheric AI is an MIT spin-off company using remote sensing data and geospatial AI to forecast electricity and heating demand for every building on the planet.</p></section><section data-label="right" data-reverse="false" class="col-span-6 data-[reverse=false]:col-start-7 data-[reverse=true]:col-start-1"><img style="width:100%;max-width:420px;margin:0 auto;padding-bottom:100px" src="/logos/homepage-hero-logo-new.png" alt=""/></section></div><div data-mobile="false" class="data-[mobile=false]:grid items-center data-[mobile=false]:grid-cols-12 data-[mobile=false]:grid-cols data-[mobile=false]:gap-x-[32px] flex flex-col justify-center pb-8 fluid-container_fluidContainer__9eUr6 relative h-fit min-h-[100vh] gap-[48px]" data-label="our-mission" style="height:fit-content;min-height:100vh;gap:48px"><section data-label="left" data-reverse="false" class="col-span-6 data-[reverse=false]:col-start-1 data-[reverse=true]:col-start-7"><img src="/topography-image-example.png" alt="" style="border-radius:24px;box-shadow:40px 34px 0px #e5f1fc" class=""/></section><section data-label="right" data-reverse="false" class="col-span-6 data-[reverse=false]:col-start-7 data-[reverse=true]:col-start-1"><h4>Our Mission</h4><h2>Driving data-informed transformation across energy, climate, and economic systems.</h2><p style="margin-top:16px">Providing geospatial intelligence and predictive insights to shape resilient infrastru
1cture, policy, and investment.</p><a href="/about"><div class="btn-biospheric-blue" style="margin-top:16px">About us</div></a></section></div><div data-mobile="false" class="data-[mobile=false]:grid items-center data-[mobile=false]:grid-cols-12 data-[mobile=false]:grid-cols data-[mobile=false]:gap-x-[32px] flex flex-col justify-center pb-8 fluid-container_fluidContainer__9eUr6 relative h-fit min-h-[100vh] gap-[48px]" data-label="what-we-do" style="height:fit-content;min-height:100vh"><section data-label="center" class="flex flex-col justify-center items-center col-span-12 col-start-1"><div style="display:flex;flex-direction:column;justify-content:center;align-items:center;text-align:center;gap:48px"><section style="max-width:765px"><h4 style="text-align:center">Our Expertise</h4><h2 style="text-align:center">Our founding team has over 25 years of experience at leading institutions focused on the intersection of data and energy.</h2></section><section style="display:flex;flex-direction:row;gap:20px;flex-wrap:wrap;justify-content:center"><div data-ismobile="false" class="max-w-[366px] w-[366px] data-[ismobile=true]:max-w-[240px] data-[ismobile=true]:w-[240px] rounded-[10px] border-biospheric-lightgrey border-1 border-solid px-[16px] py-[24px] flex flex-col justify-center items-center gap-[24px] text-center"><div><img class="aspect-square rounded-full size-[90px]" src="plug-test-2.png" alt=" "/></div><div class="text-[20px] font-[600] leading-[24.3px]">U.S. Energy Demand and Grid Stress</div><div class="font-assistant font-[400] leading-[20px] text-biospheric-darkgrey">Developing state-of-the-art computational methods for comprehensive heating and electricity demand and grid stress forecasting.</div></div><div data-ismobile="false" class="max-w-[366px] w-[366px] data-[ismobile=true]:max-w-[240px] data-[ismobile=true]:w-[240px] rounded-[10px] border-biospheric-lightgrey border-1 border-solid px-[16px] py-[24px] flex flex-col justify-center items-center gap-[24px] text-center"><div><img class="aspect-square rounded-full size-[90px]" src="/africa-lightbulb-test-2.png" alt=" "/></div><div class="text-[20px] font-[600] leading-[24.3px]">EMDE Electricity Consumption</div><div class="font-assistant font-[400] leading-[20px] text-biospheric-darkgrey">Deploying novel AI methods we developed at MIT for state-of-the-art electricity consumption estimates and forecasts.</div></div><div data-ismobile="false" class="max-w-[366px] w-[366px] data-[ismobile=true]:max-w-[240px] data-[ismobile=true]:w-[240px] rounded-[10px] border-biospheric-lightgrey border-1 border-solid px-[16px] py-[24px] flex flex-col justify-center items-center gap-[24px] text-center"><div><img class="aspect-square rounded-full size-[90px]" src="economic-growth-test-4.png" alt=" "/></div><div class="text-[20px] font-[600] leading-[24.3px]">EMDE Economic Growth</div><div class="font-assistant font-[400] leading-[20px] text-biospheric-darkgrey">Pioneering analytic services that leverage machine learning to estimate and forecast Gross Regional Product (GRP) to support economic planning and global commerce.</div></div></section><section style="margin-bottom:96px"><a class="btn-biospheric-blue" href="/">Work with us</a></section></div></section></div><div data-mobile="false" class="data-[mobile=false]:grid items-center data-[mobile=false]:grid-cols-12 data-[mobile=false]:grid-cols data-[mobile=false]:gap-x-[32px] flex flex-col justify-center pb-8 fluid-container_fluidContainer__9eUr6 relative h-fit min-h-[100vh] gap-[48px]" data-label="featured-project-us" style="height:fit-content;min-height:100vh;gap:48px"><section data-label="left" data-reverse="false" class="col-span-6 data-[reverse=false]:col-start-1 data-[reverse=true]:col-start-7"><div style="position:relative"><img src="/3d-buildings.png" alt="" style="border-radius:24px;box-shadow:0px 0px 6.5px rgba(0, 0, 0, 0.13);aspect-ratio:1261.5 / 884;width:100%;object-fit:cover;object-position:left" class=""/><div style="position:absolute;z-index:-1;top:-40px;left:40px;height:calc(100% + 40px * 2);width:calc(100% - 40px);gap:0px;border-radius:24px;background:linear-gradient(90deg, #E5F1FC -8.97%, #FFFFFF 109.57%)"></div></div></section><section data-label="right" data-reverse="false" class="col-span-6 data-[reverse=false]:col-start-7 data-[reverse=true]:col-start-1"><h4>Featured Product - U.S. Focus:</h4><h2>U.S. Power Sector demand and grid stress forecasting</h2><p style="margin-top:16px">Probabilistic, hourly, building-level demand forecasts that help utilities plan confidently amid electrification, EV adoption, climate volatility, and data center growth.</p><a href="/us-power-sector"><div class="btn-biospheric-blue" style="margin-top:16px">Read more</div></a></section></div><div data-mobile="false" class="data-[mobile=false]:grid items-center data-[mobile=false]:grid-cols-12 data-[mobile=false]:grid-cols data-[mobile=false]:gap-x-[32px] flex flex-col justify-center pb-8 fluid-container_fluidContainer__9eUr6 relative h-fit min-h-[100vh] gap-[48px]" data-label="featured-project" style="height:fit-content;min-height:100vh;gap:48px"><section data-label="left" data-reverse="false" class="col-span-6 data-[reverse=false]:col-start-1 data-[reverse=true]:col-start-7"><h4>Featured Project - Global Focus:</h4><h2>Open Energy Maps® open data platform</h2><p style="margin-top:16px">State-of-the-art building-level electricity access and demand estimates to enable energy planning optimization and investment de-risking in low- and middle-income countries w
1orldwide</p><a href="/emde-power-sector"><div class="btn-biospheric-blue" style="margin-top:16px">Read more</div></a></section><section data-label="right" data-reverse="false" class="col-span-6 data-[reverse=false]:col-start-7 data-[reverse=true]:col-start-1"><div style="position:relative"><img src="/open-energy-maps-screenshot-composite.png" alt="" style="border-radius:24px;box-shadow:0px 0px 6.5px rgba(0, 0, 0, 0.13);aspect-ratio:1261.5 / 884;width:100%;object-fit:cover;object-position:left" class=""/><div style="position:absolute;z-index:-1;top:-40px;left:40px;height:calc(100% + 40px * 2);width:calc(100% - 40px);gap:0px;border-radius:24px;background:linear-gradient(90deg, #E5F1FC -8.97%, #FFFFFF 109.57%)"></div></div></section></div><div data-mobile="false" class="data-[mobile=false]:grid items-center data-[mobile=false]:grid-cols-12 data-[mobile=false]:grid-cols data-[mobile=false]:gap-x-[32px] flex flex-col justify-center pb-8 fluid-container_fluidContainer__9eUr6 relative h-fit min-h-[100vh] gap-[48px]" data-label="who-we-work-with" style="height:fit-content;min-height:100vh;gap:48px"><section data-label="center" class="flex flex-col justify-center items-center col-span-12 col-start-1"><div style="display:flex;flex-direction:column;justify-content:center;align-items:center;text-align:center;gap:48px"><section style="display:flex;flex-direction:column;justify-content:center;align-items:center;text-align:center"><h4>Who We Work With</h4><h2>Collaborators and Sponsors</h2></section><section style="display:flex;flex-direction:row;justify-content:center;align-items:center;gap:40px;flex-wrap:wrap"><a target="_blank" rel="noopener noreferrer" href="https://mitsloan.mit.edu/ksc"><div style="width:300px;height:80px;display:inline-flex;overflow:hidden;align-items:center;justify-content:center"><img src="/partner-logos/mit-kuo-sharper-logo.webp" alt="MIT Kuo Sharper Center for Prosperity and Entrepreneurship" style="max-height:none;width:340px;height:240px;margin-top:-80px;margin-right:-20px;margin-bottom:-80px;margin-left:-20px;object-fit:cover;object-position:center;display:block"/></div></a><a target="_blank" rel="noopener noreferrer" href="https://websites.umass.edu/jtaneja/ "><div><img src="/partner-logos/umass-manning-logo.webp" alt="University of Massachusetts Amherst" style="max-height:70px"/></div></a><a target="_blank" rel="noopener noreferrer" href="https://energyforgrowth.org/"><div><img src="/partner-logos/hub-logo.png" alt="Energy for Growth Hub" style="max-height:110px"/></div></a><a target="_blank" rel="noopener noreferrer" href="https://greentownlabs.com/"><div><img src="/partner-logos/greentown.png" alt="Greentown Labs" style="max-height:70px"/></div></a><a target="_blank" rel="noopener noreferrer" href="https://www.cleantechopen.org/en/"><div><img src="/partner-logos/cleantechopen.jpg" alt="Cleantech Open" style="max-height:90px"/></div></a><a target="_blank" rel="noopener noreferrer" href="https://acore.org/initiatives/accelerate/"><div style="width:232px;height:110px;overflow:hidden;display:flex;align-items:center;justify-content:center"><img src="/partner-logos/acore-logo.png" alt="ACORE Accelerate" style="max-height:none;width:calc(100% + 0px);height:calc(100% + 60px);margin-top:-30px;margin-right:-0px;margin-bottom:-30px;margin-left:-0px;object-fit:cover;object-position:center;display:block"/></div></a><a target="_blank" rel="noopener noreferrer" href="https://www.nsf.gov/funding/initiatives/i-corps"><div style="width:270px;height:80px;overflow:hidden;display:flex;align-items:center;justify-content:center"><img src="/partner-logos/nsf-icorps-logo.webp" alt="NSF I-Corps" style="max-height:none;width:calc(100% + 0px);height:calc(100% + 60px);margin-top:-30px;margin-right:-0px;margin-bottom:-30px;margin-left:-0px;object-fit:cover;object-position:center;display:block"/></div></a><a target="_blank" rel="noopener noreferrer" href="https://www.masscec.com/"><div><img src="/partner-logos/masscec-logo.png" alt="Massachusetts Clean Energy Center" style="max-height:80px"/></div></a><a target="_blank" rel="noopener noreferrer" href="https://deltaclimevt.com/"><div><img src="/partner-logos/DeltaClimeVT-logo.jpg" alt="DeltaClimeVT" style="max-height:85px"/></div></a></section></div></section></div><div data-mobile="false" class="data-[mobile=false]:grid items-center data-[mobile=false]:grid-cols-12 data-[mobile=false]:grid-cols data-[mobile=false]:gap-x-[32px] flex flex-col justify-center pb-8 fluid-container_fluidContainer__9eUr6 relative h-fit min-h-[100vh] gap-[48px]" data-label="news" style="height:fit-content;min-height:100vh"><section data-label="center" class="flex flex-col justify-center items-center col-span-12 col-start-1"><div style="display:flex;flex-direction:column;justify-content:center;align-items:center;text-align:center;gap:48px"><section style="display:flex;flex-direction:column;justify-content:center;align-items:center;text-align:center"><h4>News</h4><h2>Latest Updates</h2></section><section style="display:flex;flex-direction:row;gap:20px;flex-wrap:nowrap;justify-content:center;width:92vw"><div class="relative" role="region" aria-roledescription="carousel" data-label="carousel" data-mobile="false" data-medium="false" style="width:780px;max-width:1098px"><div class="overflow-hidden"><div class="flex -ml-4 pb-[1px]"><div role="group" aria-roledescription="slide" class="min-w-0 shrink-0 grow-0 basis-full pl-4 items-stretch" data-mobile="false" style="flex-basis:33.33333%">
1<div class="max-w-[365px] w-full rounded-[10px] border-biospheric-lightgrey border-1 border-solid flex flex-col justify-center overflow-hidden text-left relative"><div><img class="max-h-[198px] min-h-[198px] object-cover w-full" src="/example-screenshot-1.png" alt=" "/></div><div class="p-[16px] flex flex-col gap-0 h-[198px]"><div class="text-[12px] font-[600] leading-[15.7px] text-biospheric-darkgrey mb-[8px] font-assistant line-clamp-1">MARCH 2024 | IEA</div><div class="text-[20px] font-[600] leading-[24.3px] font-cabin mb-[8px] text-black line-clamp-2">Africaâs electricity access plannerâs turn to geospatial mapping</div><div style="max-height:60px" class="m-0 font-assistant text-[16px] font-[400] leading-[20px] text-biospheric-darkgrey break-words line-clamp-3">This open-source model uses satellite images and available footprints of all buildings across Africa, then pairs that with the utility meter data on...</div><a target="_blank" rel="noopener noreferrer" href="https://www.iea.org/commentaries/africa-s-electricity-access-planners-turn-to-geospatial-mapping"><div style="max-height:60px" class="font-assistant text-[16px] font-[600] leading-[20.93px] text-left text-biospheric-blue underline absolute bottom-[16px] line-clamp-3">Read more</div></a></div></div></div><div role="group" aria-roledescription="slide" class="min-w-0 shrink-0 grow-0 basis-full pl-4 items-stretch" data-mobile="false" style="flex-basis:33.33333%"><div class="max-w-[365px] w-full rounded-[10px] border-biospheric-lightgrey border-1 border-solid flex flex-col justify-center overflow-hidden text-left relative"><div><img class="max-h-[198px] min-h-[198px] object-cover w-full" src="/IEA-infographic-0.png" alt=" "/></div><div class="p-[16px] flex flex-col gap-0 h-[198px]"><div class="text-[12px] font-[600] leading-[15.7px] text-biospheric-darkgrey mb-[8px] font-assistant line-clamp-1">MARCH 2024 | IEA</div><div class="text-[20px] font-[600] leading-[24.3px] font-cabin mb-[8px] text-black line-clamp-2">Data-Driven Electrification in Africa</div><div style="max-height:60px" class="m-0 font-assistant text-[16px] font-[400] leading-[20px] text-biospheric-darkgrey break-words line-clamp-3">A project by IEA and Power Africa to support African governments as they develop improved programmes and policies to accelerate electricit...</div><a target="_blank" rel="noopener noreferrer" href="https://www.iea.org/programmes/data-driven-electrification-in-africa"><div style="max-height:60px" class="font-assistant text-[16px] font-[600] leading-[20.93px] text-left text-biospheric-blue underline absolute bottom-[16px] line-clamp-3">Read more</div></a></div></div></div><div role="group" aria-roledescription="slide" class="min-w-0 shrink-0 grow-0 basis-full pl-4 items-stretch" data-mobile="false" style="flex-basis:33.33333%"><div class="max-w-[365px] w-full rounded-[10px] border-biospheric-lightgrey border-1 border-solid flex flex-col justify-center overflow-hidden text-left relative"><div><img class="max-h-[198px] min-h-[198px] object-cover w-full" src="/example-screenshot-3.png" alt=" "/></div><div class="p-[16px] flex flex-col gap-0 h-[198px]"><div class="text-[12px] font-[600] leading-[15.7px] text-biospheric-darkgrey mb-[8px] font-assistant line-clamp-1">MARCH 2024 | IEA</div><div class="text-[20px] font-[600] leading-[24.3px] font-cabin mb-[8px] text-black line-clamp-2">Digital Tools for Energy Planners to Boost Electrification in Africa</div><div style="max-height:60px" class="m-0 font-assistant text-[16px] font-[400] leading-[20px] text-biospheric-darkgrey break-words line-clamp-3">This week, we launched two new digital tools with the International Energy Agency (IEA) offering vital data to energy planners working to boost electrif...</div><a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/posts/power-africa_data-driven-electrification-in-africa-programmes-activity-7179055870574485505-EG9t?utm_source=share&utm_medium=member_desktop"><div style="max-height:60px" class="font-assistant text-[16px] font-[600] leading-[20.93px] text-left text-biospheric-blue underline absolute bottom-[
116px] line-clamp-3">Read more</div></a></div></div></div><div role="group" aria-roledescription="slide" class="min-w-0 shrink-0 grow-0 basis-full pl-4 items-stretch" data-mobile="false" style="flex-basis:33.33333%"><div class="max-w-[365px] w-full rounded-[10px] border-biospheric-lightgrey border-1 border-solid flex flex-col justify-center overflow-hidden text-left relative"><div><img class="max-h-[198px] min-h-[198px] object-cover w-full" src="/Hub MEM.png" alt=" "/></div><div class="p-[16px] flex flex-col gap-0 h-[198px]"><div class="text-[12px] font-[600] leading-[15.7px] text-biospheric-darkgrey mb-[8px] font-assistant line-clamp-1">NOVEMBER 2024 | Energy for Growth Hub</div><div class="text-[20px] font-[600] leading-[24.3px] font-cabin mb-[8px] text-black line-clamp-2">Tracking the Modern Energy Minimum</div><div style="max-height:60px" class="m-0 font-assistant text-[16px] font-[400] leading-[20px] text-biospheric-darkgrey break-words line-clamp-3">The Energy for Growth Hub's 'Modern Energy Minimum' (MEM) provides more ambitious thresholds for the provision of electricity services beyond current goals for universal electricity access...</div><a target="_blank" rel="noopener noreferrer" href="https://modernenergyminimum.org/the-data/"><div style="max-height:60px" class="font-assistant text-[16px] font-[600] leading-[20.93px] text-left text-biospheric-blue underline absolute bottom-[16px] line-clamp-3">Read more</div></a></div></div></div><div role="group" aria-roledescription="slide" class="min-w-0 shrink-0 grow-0 basis-full pl-4 items-stretch" data-mobile="false" style="flex-basis:33.33333%"><div class="max-w-[365px] w-full rounded-[10px] border-biospheric-lightgrey border-1 border-solid flex flex-col justify-center overflow-hidden text-left relative"><div><img class="max-h-[198px] min-h-[198px] object-cover w-full" src="/probabilistic-forecast.png" alt=" "/></div><div class="p-[16px] flex flex-col gap-0 h-[198px]"><div class="text-[12px] font-[600] leading-[15.7px] text-biospheric-darkgrey mb-[8px] font-assistant line-clamp-1">MAY 2025 | MIT Energy Initiative</div><div class="text-[20px] font-[600] leading-[24.3px] font-cabin mb-[8px] text-black line-clamp-2">Published new paper on state-of-the-art heating and electricity demand estimates.</div><div style="max-height:60px" class="m-0 font-assistant text-[16px] font-[400] leading-[20px] text-biospheric-darkgrey break-words line-clamp-3">Our paper presents a novel framework for high-resolution forecasting of residential heating and electricity demand using probabilistic deep learning models. We focus specifically on providing hourly building-level electricity and heating demand forecasts for the residential sector....</div><a target="_blank" rel="noopener noreferrer" href="http://arxiv.org/abs/2505.22873"><div style="max-height:60px" class="font-assistant text-[16px] font-[600] leading-[20.93px] text-left text-biospheric-blue underline absolute bottom-[16px] line-clamp-3">Read more</div></a></div></div></div><div role="group" aria-roledescription="slide" class="min-w-0 shrink-0 grow-0 basis-full pl-4 items-stretch" data-mobile="false" style="flex-basis:33.33333%"><div class="max-w-[365px] w-full rounded-[10px] border-biospheric-lightgrey border-1 border-solid flex flex-col justify-center overflow-hidden text-left relative"><div><img class="max-h-[198px] min-h-[198px] object-cover w-full" src="/masscec-news.png" alt=" "/></div><div class="p-[16px] flex flex-col gap-0 h-[198px]"><div class="text-[12px] font-[600] leading-[15.7px] text-biospheric-darkgrey mb-[8px] font-assistant line-clamp-1">AUGUST 2026 | MassCEC</div><div class="text-[20px] font-[600] leading-[24.3px] font-cabin mb-[8px] text-black line-clamp-2">Biospheric AI wins MassCEC grant</div><div style="max-height:60px" class="m-0 font-assistant text-[16px] font-[400] leading-[20px] text-biospheric-darkgrey break-words line-clamp-3">Our Catalyst/DICES grant funds software that helps utilities plan heat pump adoption by predicting building-level electrification and energy demand.</div><a target="_blank" rel="noopener noreferrer" href="https://www.masscec.com/press/healey-driscoll-administration-awards-98-million-advance-climatetech-companies-and"><div style="max-height:60px" class="font-assistant text-[16px] font-[600] leading-[20.93px] text-left text-biospheric-blue underline absolute bottom-[
116px] line-clamp-3">Read more</div></a></div></div></div><div role="group" aria-roledescription="slide" class="min-w-0 shrink-0 grow-0 basis-full pl-4 items-stretch" data-mobile="false" style="flex-basis:33.33333%"><div class="max-w-[365px] w-full rounded-[10px] border-biospheric-lightgrey border-1 border-solid flex flex-col justify-center overflow-hidden text-left relative"><div><img class="max-h-[198px] min-h-[198px] object-cover w-full" src="/open-energy-maps-only-map-thumb.jpg" alt=" "/></div><div class="p-[16px] flex flex-col gap-0 h-[198px]"><div class="text-[12px] font-[600] leading-[15.7px] text-biospheric-darkgrey mb-[8px] font-assistant line-clamp-1">SEPTEMBER 2026 | Energy for Growth Hub</div><div class="text-[20px] font-[600] leading-[24.3px] font-cabin mb-[8px] text-black line-clamp-2">Tracking Poverty from Space</div><div style="max-height:60px" class="m-0 font-assistant text-[16px] font-[400] leading-[20px] text-biospheric-darkgrey break-words line-clamp-3">The World Bank is piloting our models and SEforALL shares our outputs. Our founder explains how building-level data can reshape how the world invests to end poverty.</div><a target="_blank" rel="noopener noreferrer" href="https://energyforgrowth.org/article/tracking-poverty-from-space-building-by-building/"><div style="max-height:60px" class="font-assistant text-[16px] font-[600] leading-[20.93px] text-left text-biospheric-blue underline absolute bottom-[16px] line-clamp-3">Read more</div></a></div></div></div></div></div><button class="inline-flex items-center justify-center gap-2 whitespace-nowrap text-sm font-medium transition-colors focus-visible:outline-none focus-visible:ring-1 focus-visible:ring-ring disabled:pointer-events-none disabled:opacity-50 [&_svg]:pointer-events-none [&_svg]:size-4 [&_svg]:shrink-0 border border-input bg-background shadow-sm hover:bg-accent hover:text-accent-foreground absolute h-8 w-8 rounded-full -right-12 top-1/2 -translate-y-1/2" disabled=""><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-arrow-right h-4 w-4"><path d="M5 12h14"></path><path d="m12 5 7 7-7 7"></path></svg><span class="sr-only">Next slide</span></button><button class="inline-flex items-center justify-center gap-2 whitespace-nowrap text-sm font-medium transition-colors focus-visible:outline-none focus-visible:ring-1 focus-visible:ring-ring disabled:pointer-events-none disabled:opacity-50 [&_svg]:pointer-events-none [&_svg]:size-4 [&_svg]:shrink-0 border border-input bg-background shadow-sm hover:bg-accent hover:text-accent-foreground absolute h-8 w-8 rounded-full -left-12 top-1/2 -translate-y-1/2" disabled=""><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-arrow-left h-4 w-4"><path d="m12 19-7-7 7-7"></path><path d="M19 12H5"></path></svg><span class="sr-only">Previous slide</span></button><div class=""><div class="carousel-dots_embla__dots__CyZaT"></div></div></div></section></div></section></div></div><div class="fluid-container_fluidContainer__9eUr6"><div id="bottom" class=""><div class="flex flex-col gap-[50px] pb-[100px] lg:flex-row justify-between"><div class="max-w-[240px]"><img class="size-[70px]" src="/logos/homepage-hero-logo-new.png" style="height:70px;width:70px"/><div class="text-biospheric-darkgrey mt-[10px]">Geospatial Analytics for Infrastructure Investment</div></div><div class="flex flex-row flex-wrap max-w-[450px] justify-between"><div class="flex flex-col gap-[15px]"><div class="text-biospheric-grey">Links</div><a class="cursor-pointer text-black hover:underline flex gap-2 items-center" href="/terms-and-conditions">Terms and Conditions <svg stroke="currentColor" fill="currentColor" stroke-width="0" viewBox="0 0 512 512" height="1em" width="1em" xmlns="http://www.w3.org/2000/svg"><path d="M74.6 256c0-38.3 31.1-69.4 69.4-69.4h88V144h-88c-61.8 0-112 50.2-112 112s50.2 112 112 112h88v-42.6h-88c-38.3 0-69.4-31.1-69.4-69.4zm85.4 22h192v-44H160v44zm208-134h-88v42.6h88c38.3 0 69.4 31.1 69.4 69.4s-31.1 69.4-69.4 69.4h-88V368h88c61.8 0 112-50.2 112-112s-50.2-112-112-112z"></path></svg></a><a class="cursor-pointer text-black hover:underline flex gap-2 items-center" href="/privacy-policy">Privacy Policy <svg stroke="currentColor" fill="currentColor" stroke-width="0" viewBox="0 0 512 512" height="1em" width="1em" xmlns="http://www.w3.org/2000/svg"><path d="M74.6 256c0-38.3 31.1-69.4 69.4-69.4h88V144h-88c-61.8 0-112 50.2-112 112s50.2 112 112 112h88v-42.6h-88c-38.3 0-69.4-31.1-69.4-69.4zm85.4 22h192v-44H160v44zm208-134h-88v42.6h88c38.3 0 69.4 31.1 69.4 69.4s-31.1 69.4-69.4 69.4h-88V368h88c61.8 0 112-50.2 112-112s-50.2-112-112-112z"></path></svg></a><a class="cursor-pointer text-black hover:underline flex gap-2 items-center" href="#top">Return to Top of Page â</a></div></div><div class=""><div class="font-cabin font-[600] text-[20px] leading-[24.3px] text-left text-biospheric-blue" style="margin-bottom:16px">Socials</div><div class="flex flex-col gap-[8px]"><div class="rounded-[40px] border-solid border-gray-300 border-1 pr-3 w-fit"><a href="https://linkedin.com/" class="flex flex-row items-center gap-2" target="_blank" rel="noreferrer noopener"><img class="size-[40px] rounded-full" src="/logos/linkedin-logo.png" alt=" "/><div class="line-clamp-1 text-ellipsis break-all">Follow us on LinkedIn</div></a></div></div></div></div><div class="mb-6">© 2024-2025 Biospheric AI LLC. 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