Alternatives to Understory

Manifest Climate simplifies the integration of climate considerations into your business strategies by merging state-of-the-art climate technology with expert guidance from committed climate strategists. Rather than spending your valuable time poring over climate reports, you can utilize our user-friendly platform to implement clear and straightforward insights effectively. Accelerate your identification of climate-related business opportunities with ease. Gain a comprehensive understanding of your climate preparedness and learn how to enhance your disclosures through innovative AI solutions and sophisticated analytics. Evaluate and compare your climate initiatives, risk management, and reporting against top industry performers while receiving practical advice on seizing climate-related opportunities. Additionally, stay informed about the latest climate news and trends with tailored monthly reports specific to your industry, ensuring you remain proactive in a rapidly changing environment. Embrace this holistic approach to climate strategy and enhance your organization’s sustainability efforts.

Fathom's Global Flood Map provides an extensive array of hazard data and flood risk insights on a global scale. It addresses significant flood risks, including pluvial, fluvial, and coastal events, with a resolution of approximately 30 meters, offering detailed depth and extent information for return periods ranging from once in five years to once in a thousand years. Incorporating climate dynamics, the map facilitates the evaluation of flood risks under a variety of future scenarios extending to the year 2100. Among its notable features are multi-peril flood layers, enhanced terrain data through the FABDEM+ digital elevation model, and versatile access methods including API, portal, or on-premises hosting. This platform caters to various sectors such as insurance, engineering, financial services, corporate businesses, and international development, empowering these industries to seamlessly integrate flood hazard information and climate change data into their risk management strategies. Furthermore, Fathom emphasizes scientific integrity, ensuring its models are rigorously validated and featured in prominent academic publications, which highlights its dedication to supporting informed decision-making in flood risk management.

Kayrros stands out as a premier global platform for asset observation, underpinned by fundamental scientific principles, robust research and development, and cutting-edge technology. By utilizing satellite imagery, geolocation data, textual insights, and various unconventional data sources, combined with machine learning, natural language processing, and sophisticated mathematical techniques, Kayrros effectively monitors and evaluates energy, natural resource, and industrial activities on a global scale. This comprehensive integration of satellite imagery, unconventional data, and market insights allows Kayrros to offer tailored solutions that enhance decision-making processes in the energy, natural resource, and industrial sectors, while also assessing environmental impacts and offering valuable insights into climate-related risks. Gaining a deep understanding of specific locations around the globe, as well as how crises influence various industries, is crucial for making informed decisions that can lead to favorable outcomes. Ultimately, Kayrros empowers businesses with the tools necessary to navigate complex market dynamics and environmental challenges effectively.

Jupiter holds a dominant position in the realm of climate risk analytics, serving essential sectors such as insurance, banking, asset management, real estate, energy, utilities, oil and gas, manufacturing, chemicals, mining, retail, agriculture, the public sector, and non-governmental organizations. Our cutting-edge solutions provide comprehensive climate risk assessments across various hazards, offering spatial resolutions that range from portfolio to asset levels, applicable globally and adaptable to different time frames and climate scenarios. Notably, Jupiter’s advanced physical climate risk analytics have been embraced by at least one of the top five global firms across sectors including asset management, banking, insurance, oil and gas, mining, power, and construction, as well as the U.S. government. This widespread adoption underscores the reliability and effectiveness of our offerings in addressing the pressing challenges posed by climate change.

Geospiza PATH™ is a user-friendly platform designed for climate risk assessment, empowering risk managers, sustainability teams, operations departments, and asset managers to effectively measure and mitigate risks associated with climate and natural hazards. This tool provides a visual representation of asset vulnerabilities to various threats such as floods, extreme heat, droughts, hurricanes, cyclones, and wildfires, while also assessing the potential costs and benefits of various risk management strategies. By integrating real-time climate change data, Geospiza facilitates a swift transition from uncertain risks to actionable solutions. Users can implement climate change analytics and disaster modeling across different domains, including infrastructure, personnel, investments, and strategically important regions, all displayed on an interactive map. Engaging with advanced climate risk models allows businesses to gain a comprehensive understanding of the environmental threats they face. After thoroughly assessing these risks, organizations can devise a robust strategy aimed at risk mitigation, resilience enhancement, and adaptation to the impacts of climate change, ensuring a proactive approach to future challenges. This comprehensive framework not only supports immediate decision-making but also fosters long-term sustainable practices.

Royal HaskoningDHV's Climate Intelligence Suite delivers extensive global consultancy services focused on risk management, resilience, and sustainability, facilitating the adept handling of intricate climate-related challenges. By harnessing a profound comprehension of the effects of weather on various processes, assets, and infrastructure, this suite equips users with practical insights into hazards affecting physical assets across the globe. It integrates high-resolution data on natural hazards with advanced machine learning techniques, climate exposure assessments, and comprehensive risk scoring systems, allowing for the evaluation of both existing and prospective climate threats, including those that may impact suppliers and customers. Covering a wide range of 19 natural hazards, including but not limited to coastal and river floods, tropical storms, droughts, wildfires, earthquakes, volcanic eruptions, and hail, this platform provides a holistic perspective by examining decades of historic, real-time, and projected climate data. Additionally, its multifaceted approach ensures that organizations can proactively plan and implement strategies to mitigate potential risks associated with climate change.

At ClimateAi, our mission is to enhance profitability in agriculture and strengthen the resilience of food systems by integrating climate intelligence with advanced agronomic practices through machine learning. Our dedicated team consists of enthusiastic scientists, engineers, and agricultural entrepreneurs who share a conviction that climate change represents the most pressing challenge of our time. We assess the long-term viability of specific crops across diverse geographical areas, recognizing that merely diversifying locations does not equate to reducing climate risks. By understanding the long-term compatibility of crops, we enable breeders to make informed decisions, steering clear of underperformance. As past and current climate conditions no longer accurately reflect what lies ahead, we focus on breeding for anticipated future climates in targeted markets. Additionally, we aim to mitigate the overall risk of seasonal shortages or excess inventory by strategically selecting optimal growing regions. Our innovative approach ensures that agriculture adapts effectively to the evolving climate landscape, ultimately contributing to a more sustainable future.

The XDI Climate Risk Hub offers world-class physical climate risk analyses on demand. Features: Instantly view asset or portfolio risk ratings. 5 risk rating bands are based on 10 hazards. Key metrics include Maximum Value At Risk and Productivity loss. RCPs and NGFS scenario, Annual analysis 1990-2100. Spatial resolution up to 5mx5m. Highly customisable. XDI provides detailed insights into physical risk by combining engineering, hazard and context data with weather, climate, financial and other data. Asset engineering features that are vulnerable to damage or failure due to hazards are based upon 140 standard residential, industrial and commercial archetypes. These can be modified to test adaptation responses. Hazard probabilities are calculated based on historical weather data (1990 baseline), local environmental context, such as topography and soil composition, as well as flood mapping and other factors.

We gather, categorize, synchronize, and assess billions of data points to create essential derived data for evaluating Climate-related Financial Risk, ensuring all our findings are accessible to subscribers through a secure API. Our algorithms produce multi-factor scenarios utilized in the stress-testing of an asset's vulnerability to various risks, including Policy, Economic, Carbon, Physical, and Social factors. By measuring and ranking exposure based on both magnitude and significance for each risk variable, we generate Exposure Scores and Climate Risk RatingsTM applicable to every asset, portfolio, corporation, sector, region, and country. Our services empower regulators, governments, financial institutions, asset managers, and major corporations globally to identify, assess, and stress-test the possible financial ramifications of climate change across different industries and economies. Ultimately, we aim to equip stakeholders with the necessary tools to navigate the complexities of climate risk in their financial planning and decision-making processes.

risQ stands at the forefront of modeling and translating climate risks for those involved in municipal debt, providing crucial insights into how these risks impact financial outcomes. By fostering transparency around municipal climate hazards, risQ equips investors with the necessary tools to effectively manage their portfolios while simultaneously helping cities pinpoint cost-effective strategies for climate adaptation. The growing severity of heatwaves endangers public health and disrupts the energy sector, jeopardizing city tax revenues. Moreover, the frequency and intensity of both coastal and inland flooding are on the rise, posing threats to billions in property value and real estate holdings. Additionally, hurricanes are becoming more severe, delivering record levels of rainfall and challenging urban areas in unprecedented ways. As cities expand and drought conditions worsen, the likelihood of wildfires threatening properties and infrastructure continues to escalate. Ultimately, risQ’s insights are crucial for navigating these complex and evolving challenges.

Gain a comprehensive understanding or concentrate on particular vulnerabilities and prospects. By integrating state-of-the-art earth science, data modeling, and machine learning, EarthScan™ provides immediate access to Climate Intelligence, enabling you to mitigate risks in decision-making, fulfill financial reporting requirements, and enhance the resilience of your assets. This Climate Intelligence is constantly updated, ensuring that your decisions are informed by the most recent peer-reviewed research and developments. Begin with a complimentary asset portfolio, and consider upgrading to premium for complete access to all assets of interest. Identify the most significant vulnerabilities and opportunities within your portfolio while examining various hazards, timelines, and risk scenarios. Engage in meaningful collaboration with essential stakeholders by sharing your portfolios and insights directly through EarthScan, utilizing either permissions-based sharing or public availability. This platform not only promotes informed decision-making but also fosters a collaborative environment to address climate-related challenges effectively.

With the effects of climate change increasingly influencing the global economy, businesses across the globe are facing heightened demands from investors and regulatory bodies to comprehend and reveal the implications for their operations. It is crucial for each organization to communicate their climate-related risks and implement strategies for risk mitigation and adaptation to evolving conditions. Advanced AI technologies necessitate data that is standardized, uniform, and interoperable. We assist organizations in deciphering their data and uncovering potential for AI-driven insights. Our expertise in creating interoperable schemas and metadata enables your organization to synchronize your data with global standards, ensuring compliance and enhancing decision-making processes. In doing so, we empower businesses to not only meet current expectations but also to thrive in a rapidly changing environment.

To successfully navigate the low carbon transition, it is essential for financial institutions and companies to consider the intricate relationship between physical and transition risks as well as opportunities when making decisions. Our Essential Climate Analytics offers the necessary climate intelligence to empower decision-making confidently across various dimensions, including corporations, supply chains, counterparties, products, multi-asset financial portfolios, and loan books. By providing a thorough perspective on physical, transition, and reputational climate risks, our Essential Climate Analytics and reporting services deliver the insight required to enhance resilience while seizing new opportunities that arise from the transition to a low carbon economy. Additionally, you can quickly evaluate carbon exposure across your financial portfolios and organizations, taking into account regulatory carbon pricing and potential physical climate risk scenarios across different regions and timeframes. This comprehensive approach not only informs strategic planning but also positions firms to thrive in an evolving market landscape driven by sustainability.

One Concern has created a comprehensive Digital Twin that highlights unseen dangers in both constructed and natural environments due to natural disasters, severe weather, and climate change. This innovative Digital Twin allows clients to identify specific structural vulnerabilities in their buildings, as well as the risks affecting the external infrastructures they rely on. Serving as the foundation for our unique risk models, the Digital Twin facilitates the calculation of resilience quotient, which empowers businesses to estimate potential operational disruptions during unprecedented hazard events. By offering insights into the direct structural threats posed by climate and extreme weather, as well as the dependencies of these properties, One Concern provides valuable assessments. Moreover, we analyze potential downtime across various hazards and return intervals, factoring in the effects of climate change under scenarios predicting a 1.5 degrees Celsius rise in temperature. Consequently, our findings equip customers with a deeper understanding of their risk landscape and the necessary steps to enhance their resilience.

Organizations are encountering damage to their assets due to climate-related factors, interruptions in supply chains and operations, along with rising demands from consumers and investors to act as environmental stewards. As the effects of climate change and extreme weather increasingly disrupt business functions and supply chains, it has become increasingly challenging for executives to evaluate the repercussions of severe weather on their operations and the subsequent effects of their business practices on the environment. Lacking this crucial insight puts businesses at risk not only for unexpected disruptions but also for potential regulatory and compliance challenges. To address these complexities, the IBM Environmental Intelligence Suite offers a cutting-edge, AI-driven SaaS solution designed to assist business leaders in preparing for and navigating critical weather and environmental circumstances while simultaneously gaining a clearer understanding of their ecological footprint. This innovative tool empowers organizations to make informed decisions that align with both operational efficiency and environmental responsibility.

Meteum provides hyperlocal forecasts and reliable climate data using artificial intelligence. Trusted by 86 million users, it offers vital weather insights for individuals and businesses, aiding in adaptation and risk reduction. Powered by 3 million community-generated weather reports and machine learning algorithms, Meteum actively monitors relevant weather parameters and issues alerts about adverse conditions. Additionally, all weather information, including forecasts, weather radar, and alerts, is accessible through the Weather by Meteum app for iOS and Android.

The EcoAct Climate Risk Tool (ECLR) serves as an all-encompassing platform for assessing and visualizing climate risks, specifically designed to analyze how 28 different climate change hazards may impact the physical locations of organizations. It allows users to delve into a range of critical factors, climate scenarios, and temporal contexts, aiding in the targeted prioritization of strategies for risk mitigation and adaptation. ECLR addresses both well-known climate threats, such as floods and heatwaves, as well as rarer risks like glacial lake outburst floods, the salinization of coastal water supplies, and the effects of ocean acidification. By adhering to prominent climate reporting standards, including the Task Force on Climate-related Financial Disclosures (TCFD) and the EU Taxonomy, this tool empowers organizations to implement forward-thinking approaches to combat climate change. Moreover, ECLR's adaptability ensures that it remains relevant as new climate data emerges, thus enhancing its utility for long-term strategic planning.

Enabling strategic business choices to secure a sustainable future, we provide weather intelligence and sophisticated analytics tailored to your evolving needs. Predicting tropical storms and hurricanes remains a significant challenge, but with our expert tools and a dedicated team of meteorologists available around the clock, StormGeo offers timely updates on global tropical systems and essential guidance for business decisions. As we confront the realities of extreme weather and climate change, our team of thought leaders and analysts is committed to steering your organization through these turbulent times. Step into a future where sustainability harmonizes with technology, as our climate, ocean, and data scientists, alongside hundreds of meteorologists, collaborate to shield your business from environmental shifts. We oversee 100,000 locations globally, delivering precise forecasts tailored to specific sites, ensuring that we are always at your service, 24 hours a day, every day of the year. By leveraging advanced analytics and real-time data, we empower businesses to thrive despite the uncertainties of a changing climate.

At Zesty.ai, we harness over 200 billion data points, which encompass aerial imagery, permits, transactions, weather conditions, and sensor information, to create a comprehensive digital representation for each property. This robust dataset powers climate risk models that deepen our understanding of the risks related to both the property and its structures. By utilizing 3D precision, we enhance the efficiency and accuracy of quoting, underwriting, and rating processes. Our advanced geocoding and AI algorithms ensure precise identification of the relevant structures tied to any given address. This methodology establishes a strong predictive correlation between our model outputs and actual losses, providing invaluable insights for stakeholders. Ultimately, Zesty.ai's innovative approach not only streamlines operations but also contributes to more informed decision-making in property assessments.

In recent decades, extreme wildfire conditions have surged by 50% as a result of climate change, leading to a staggering $31 billion in property damages. Consequently, many insurance firms have chosen to withdraw coverage from homes and businesses in California, significantly impacting their profitability. Terrafuse's innovative wildfire AI risk scores assess the true likelihood of property combustion a year in advance. Our wildfire risk solution empowers insurance providers to underwrite a broader range of businesses while limiting non-renewals to properties deemed to have the highest risk of burning, and it allows them to price premiums according to actual risk levels. We enhance our models by analyzing over 50 interconnected environmental factors, such as building density, dead fuel moisture, and vegetation types, to evaluate loss severity over time. Additionally, we incorporate atmospheric physics into our models through sophisticated machine learning methodologies, ensuring a comprehensive understanding of wildfire risks. This approach not only aids in better risk assessment but also fosters a more resilient insurance market in the face of escalating wildfire threats.

From significant hurricanes to damaging hail storms, Respond® predictive analytics enables you to effectively manage risks and optimize resources associated with severe weather events. By leveraging insights derived from real-time weather data feeds, Respond enhances your operational performance and aids in informed decision-making regarding weather-related risk assessments, preparation for extreme weather situations, loss prevention strategies, and disaster recovery efforts. The analysis provided by Respond, when superimposed on your existing policies in force (PIF), allows for a visualization of policyholder locations and coverage amounts that are likely to be affected by hazardous hail or other threats. This capability empowers you to deploy the right adjuster expertise for properties that are located within, adjacent to, or outside the affected storm zone. Furthermore, it streamlines the claims process, reduces cycle times, and boosts policyholder contentment. By improving reinsurance treaty recovery processes and accurately predicting claims volumes for natural hazard incidents, Respond not only aids in visualizing the impact of destructive weather but also facilitates a deeper understanding of storm intensity and its potential effects. Additionally, this comprehensive approach positions you to mitigate losses more effectively while enhancing overall operational resilience amidst unpredictable weather challenges.

Blue Sky Analytics is a company focused on geospatial data intelligence that is creating an API-driven catalog of Environmental Datasets through the use of satellite data, artificial intelligence, and cloud technology. With the urgency for effective climate action increasing, it is crucial that our initiatives are well-informed, coordinated, and measurable. To address this need, we have developed an API-based catalog of Environmental Datasets that harnesses the power of satellite imagery, AI, and cloud resources, ensuring that our information is both reliable and accessible. By providing comprehensive data, we aim to empower stakeholders to make informed decisions in the fight against climate change.

Moody's Climate on Demand delivers essential insights by utilizing comprehensive data and analytics to identify both current and anticipated location-specific risks to real assets due to climate-related damages and business interruptions. It boasts a global reach, providing hazard and impact risk scores along with scenario analysis capabilities extending through the year 2100, in addition to metrics related to the financial implications of climate change. The platform assesses vulnerability to six primary climate threats: flooding, heat stress, hurricanes and typhoons, rising sea levels, water scarcity, and wildfires. Users can evaluate physical climate risks for specific assets and portfolios, allowing for the integration of climate risk into property evaluations, due diligence processes, impact assessments for climate relevance, as well as regulatory compliance and disclosure reporting. Furthermore, the tool facilitates the identification of assets that are at an elevated risk from climate events, aids in monitoring portfolio exposure, and supports rigorous due diligence in property investments by quantifying climate-related risks. This comprehensive approach ensures that stakeholders can make informed decisions while navigating the complexities of climate risk management.

Cotality’s Climate Risk Analytics platform helps businesses prepare for and manage the impact of climate change on their operations. Using CoreAI technology, the platform provides detailed risk analysis, evaluating exposure to various climate hazards like floods, wildfires, and hurricanes. The platform’s predictive analytics and real-time data allow businesses to understand climate risks, enabling proactive risk management strategies to safeguard assets and reduce vulnerabilities. Whether for real estate, insurance, or infrastructure projects, Climate Risk Analytics offers critical tools for building resilience and planning for a sustainable future.

Utilizing AI-driven analytics, Climate Alpha enables investors to effectively manage climate-related uncertainties and secure long-term investments on a global scale. The company specializes in assessing the financial repercussions of climate change, enhancing investment portfolios, and promoting sustainable investment practices across the world. Their enterprise SaaS platform integrates advanced climate modeling, data analytics, and spatial finance to assist investors in channeling funds into climate-resilient assets worldwide. The comprehensive product offerings range from defensive risk assessments to proactive fund development. Investors can pinpoint ideal acquisition sites based on specific mandates, leveraging numerous geocoded proprietary datasets. Additionally, locations can be evaluated based on climate conditions, socioeconomic factors, and market dynamics, allowing for a thorough comparison and ranking of potential markets for informed site selection. Strategies for adapting assets are carefully crafted, and rigorous due diligence is conducted for prospective acquisition targets. By incorporating metrics for both risk and resilience, Climate Alpha provides a nuanced understanding of how various locations may perform in the face of climate fluctuations, ultimately empowering investors to make well-informed decisions. This holistic approach not only aids in immediate investment strategies but also paves the way for sustainable growth in a rapidly changing environment.

Jacobs has developed Climate Risk Manager, a cloud-based solution designed to assist businesses in comprehending and managing the effects of climate change on their operations and assets. By incorporating global climate data with location intelligence, it offers visual risk assessments that facilitate quicker and more precise decision-making regarding resource distribution and strategies to mitigate climate risks. Users are able to enter details about their assets, view potential climate threats through engaging dashboards, and discover suggested actions for mitigation. The platform aids in adhering to standards such as the Task Force on Climate-related Financial Disclosures (TCFD) by providing organized and reliable climate data applicable to any location worldwide. Notable characteristics include a user-friendly online interface accessible across various devices, the capability to visualize climate data on maps over time, projections for future scenarios to inform strategic planning, and the option to examine data based on specific types of risks. Furthermore, this platform not only enhances data accessibility but also empowers businesses to proactively address climate-related challenges more effectively.

Conventional weather forecasting often fails to accurately predict atmospheric events on the ground, leaving a significant gap in reliable information. Helios weather analytics effectively address this issue by providing rapid and precise local ground weather insights, allowing organizations that depend on location-specific data to make informed real-time decisions for their operations. Developed by L3Harris, the Helios environmental intelligence platform offers crucial details about hyperlocal weather conditions that are frequently overlooked by traditional weather services. Utilizing advanced Artificial Intelligence (AI), Helios identifies weather occurrences and their impacts on essential ground infrastructures through an extensive network of terrestrial cameras. This timely and specific information is vital for organizations whose decisions are influenced by changing weather conditions. The platform is built on a scalable cloud AI processing system that facilitates effective imagery management, while also offering an open API and web application for seamless content delivery. By ensuring access to hyperlocal weather data, Helios empowers users to better protect their interests and respond swiftly to environmental changes.

First Street Foundation operates as a non-profit entity focused on measuring and conveying climate risk across the United States. Utilizing sophisticated climate science and engineering techniques, the organization delivers in-depth evaluations of a range of environmental threats, such as flooding, wildfires, wind, extreme heat, and air quality. The foundation's goal is to make climate risk not only accessible but also simple to comprehend and actionable for individuals, governments, and businesses alike. By providing thorough data and insightful analysis, First Street Foundation seeks to connect climate change with financial risk, facilitating better decision-making and proactive approaches to risk management. Their hazard models are meticulously crafted and undergo peer review to ensure accuracy. These models encompass various types of flooding (including surge, pluvial, fluvial, and tidal), hurricane wind impacts, wildfire dynamics (like ember flux and flame length), instances of extreme heat, and air quality concerns (specifically ozone and PM2.5 levels). This comprehensive approach empowers stakeholders to understand their vulnerabilities in the face of a changing climate.

HurLoss represents ARA's advanced hurricane catastrophe model tailored for property insurers, reinsurers, brokers, and ILS managers to adeptly navigate risks in regions susceptible to hurricanes. Since its inception in 1998, HurLoss has served as the cornerstone for structural engineering standards in hurricane-affected states and has been integral to federal emergency management and mitigation strategies across the nation since 2003. The model provides a comprehensive event set that spans the entire North Atlantic basin, covering areas such as the U.S., the Caribbean, Bermuda, and portions of Canada, Mexico, and Central America. What sets HurLoss apart is its physics-driven approach to hurricane hazard modeling combined with engineering load and resistance analysis, grounded in fundamental principles and corroborated by claims data. Additionally, the model incorporates projections related to future climate conditions, enabling users to evaluate risks using both current and anticipated climatological data, including variables such as sea surface temperature and wind shear. This forward-thinking approach ensures that stakeholders are equipped with the most relevant information to make informed decisions regarding their hurricane risk management strategies.

Athenium Analytics provides insurance companies with tools to uncover fresh pathways for growth, enhance efficiency, and foster ongoing improvement. Our cutting-edge insurtech software equips carriers with the means to elevate quality, boost performance, and make informed business decisions through the use of predictive analytics and actionable insights. By utilizing AI-driven imagery analytics, predictive modeling, and unique risk scores, clients can effectively pinpoint and mitigate risks. The IRIS platform facilitates swift identification of property features and aids in managing portfolio exposure through AI-enhanced computer vision and geospatial imagery. Additionally, our diverse range of risk management solutions empowers underwriting and claims teams to gain better control over risk factors. Together, these tools create a comprehensive approach to navigating the complexities of the insurance landscape.

Weather APIs are designed to provide you with precisely the information you require in your preferred format, encompassing alerts, current conditions, forecasts, weather imagery, and additional features. Acknowledging the significant influence of weather in our daily lives, we simplify the integration of extensive weather data from the most reliable forecaster into your applications, business workflows, or tailored models. Our state-of-the-art, on-demand forecasting engine drives our weather data APIs, which rely on a patented system to synthesize various weather observation data. This unique forecasting system adeptly combines multiple model inputs that are continuously verified in real-time for greater accuracy. Furthermore, our proprietary approach incorporates human forecast management, further enhancing the precision of the data provided. With our on-demand forecast engine platform, you gain access to a wide array of comprehensive weather data resources, featuring a scalable usage model that can be tailored to suit your specific requirements while ensuring reliability. This flexibility empowers users to adapt their weather data needs as they evolve over time.

Empowering public safety organizations, utility companies, contractors, and various entities with real-time weather information and tracking systems is essential. Continuous threat monitoring and notifications enable you to reduce risks, enhance readiness, and make the most efficient use of valuable resources. Our solution is designed to be user-friendly, intuitive, and robust, catering specifically to your weather monitoring requirements from a reliable source. Weather Defender provides vital, up-to-the-minute weather data straight to your computer, email, or mobile device. We transform unprocessed weather data into actionable, easy-to-understand insights that can significantly influence your key decisions. With the advanced Alert Perimeter™ technology, you'll receive immediate notifications when severe weather poses a threat, ensuring you are always prepared and informed for any situation. This proactive approach to weather monitoring enhances your ability to respond swiftly in emergencies, safeguarding both people and assets.

Gain actionable business insights that bolster safety, enhance performance, mitigate risks, and safeguard revenue streams. By utilizing our advanced warning system, you can achieve double the lead time compared to public sources, enabling you to minimize hazards, prevent expensive shutdowns, and identify disruptions before they manifest. This proactive approach allows for swift adjustments in distribution and operational strategies, opening new avenues for sales while protecting both customers and financial interests. Furthermore, ensure the safety of employees, clientele, and data centers in anticipation of severe weather conditions across various locations. By harnessing weather insights, you can effectively prepare for inclement weather and fine-tune outdoor project timelines. Additionally, manage portfolio risks proactively to maintain business continuity, thereby gaining a competitive edge by prioritizing your clients' needs. Our healthcare solutions feature a dual-layer warning system that not only aids in operational decision-making but also ensures patient safety and anticipates potential surges in patient volume. This comprehensive approach empowers organizations to stay ahead of challenges and thrive in a dynamic environment.

Our motivation stems from a commitment to uplift the most at-risk populations, particularly Small Island Developing States and Least Developed Countries, enabling them to leverage the most effective scientific knowledge and analytical tools available during international climate negotiations. We conduct comprehensive studies focused on the 1.5°C threshold established in the Paris Agreement, assessing the unique risks and vulnerabilities these nations encounter. Additionally, we monitor advancements in climate action, guiding governments on practical steps they can take to adhere to this temperature goal. By integrating and enhancing scientific understanding in the climate change domain, we offer substantial support and capacity-building initiatives for various stakeholders. Through the connection of scientific insights with policy frameworks, we deliver cutting-edge solutions to address both global and national climate change policy challenges, fostering a collaborative approach towards a more sustainable future. Ultimately, our efforts aim to build resilience and adaptive capacity in regions most affected by climate change.

Evaluate risks, gain insights into markets, and enhance decision-making by utilizing the most advanced and all-encompassing urban, climate, and community resilience data platform available. Examine current conditions and land usage at the parcel level with detailed urban, environmental, and transportation data. Investigate and analyze the intersections of vulnerabilities, consequences, and policy measures at various levels, including state, city, and neighborhood. Assess how climate change and natural disasters affect communities, resources, and infrastructure. Shape future developments with the latest advancements in urban and transportation planning, leveraging detailed parcel, mobility, and environmental data. Propel ESG reporting through impactful, data-driven evaluations of social and environmental consequences. Foster the creation of more resilient and equitable communities by utilizing focused climate, hazard, and urban vulnerability data, ensuring a comprehensive approach to community planning and sustainability. In doing so, communities can better prepare for the challenges posed by climate change and resource scarcity.

Moody's Intelligent Risk Platform™ (IRP) is a cloud-based solution crafted to improve risk evaluation and decision-making processes for insurers, reinsurers, and brokers alike. Drawing on more than three decades of experience in risk analytics, this platform incorporates leading Moody's RMS™ models to deliver comprehensive insights into a range of hazards, including both natural disasters and human-induced events. Its modular design presents a collection of applications—such as Risk Modeler™, UnderwriteIQ™, TreatyIQ™, and ExposureIQ™—that optimize workflows throughout the insurance value chain, spanning from underwriting to portfolio management. Hosted on Amazon Web Services (AWS), the IRP guarantees scalability, adaptability, and a commitment to ongoing innovation, with updates introduced every six weeks. Furthermore, the platform is compatible with over 700 third-party and proprietary models, thanks to its Open Modeling Engine, which promotes a cohesive approach to multi-vendor risk modeling. Ultimately, this innovative solution empowers users to make more informed decisions, aligning risk management strategies with the dynamic nature of the market.

Aja serves as our solution for monitoring forests, leveraging cutting-edge technology for ecosystem observation. The name is inspired by the Yoruba goddess associated with forests. Enhanced information quality leads to improved accuracy in assessing the environmental impacts of various strategies or policies. Biodiversity serves as a vital metric for measuring the effectiveness of sustainability initiatives. Our platform not only quantifies biodiversity and tracks its fluctuations over time but also aids in informed decision-making. By increasing the visibility of ecosystem assets, our tool helps manage risks and sends alerts upon detecting potential threats. The ongoing challenge of climate change poses significant risks to numerous ecosystems. By continuously monitoring their health, we equip you to respond promptly and effectively, ultimately strengthening and protecting these vital environments. Additionally, our commitment to innovation ensures that you remain at the forefront of environmental stewardship.

DTN offers precise, unbiased, immediate, and practical insights that enhance the confidence of our 2 million customers while aiding their business choices. We serve industries such as agriculture, energy weather, transportation, and financial analytics—sectors that tirelessly strive to sustain, power, and safeguard our planet. Our conviction is that by equipping our clients with the most dependable and cutting-edge information, they can thrive, leading to collective success for all involved. With our headquarters in Minneapolis and a global presence, we are dedicated to supporting various markets. WeatherSentry, a vital part of our offerings, delivers top-tier insights that enable emergency management agencies and first responders to effectively monitor and prepare for severe weather situations. Clients can receive prompt actionable alerts as well as thorough forecasts encompassing lightning detection, storm pathways, wet-bulb globe temperature predictions, pavement conditions, flood levels, and additional critical data. Our commitment to innovation ensures that we continually adapt to meet the evolving needs of our customers.

Spectra, created by Climate X, is an innovative climate risk analytics tool that has received accolades for its ability to convert physical climate hazards into practical financial loss metrics at both the asset and portfolio levels. It caters to sectors like banking, real estate, and financial services, empowering organizations to evaluate the financial ramifications of climate-related incidents, thus improving their competitive edge through immediate financial impact assessments. The platform merges forward-looking climate forecasts with exclusive data on building vulnerabilities, encompassing more than 1.5 billion assets globally. Users can engage with Spectra through an intuitive web interface or an Enterprise API, ensuring easy integration into their current risk management systems. Additionally, Spectra's adaptable solution is designed to accommodate both immediate and prolonged physical risk evaluations, aligning with Model Risk Management (MRM) protocols while maintaining security through regular model assessments and compliance with ISO standards. By offering these comprehensive features, Spectra not only aids organizations in understanding their climate risk exposure but also positions them to make informed, strategic decisions in a rapidly changing environment.

Meteomatics is a company that offers a wide range of weather-related services, including high-resolution commercial weather forecasting, power output forecasting for wind, solar and hydro, weather data gathering from the lower atmosphere using Meteodrones, and weather data delivery via the Weather API. Some of the key features of their Weather API include: - Unlimited accesses/day - Weather data querying via URL - Unified weather data access for historical and current weather, forecasts, climate models, and data from over 25 weather models - WMS and WFS interface - Delivery of forecasts with an average response time of 20 to 30 ms - 90 m downscaling worldwide - 1800+ parameters - Historical weather data from 1979 Climate data including climate scenarios up to the year 2100 - Secured use with HTTP and HTTPS - Integration with many formats, connectors, and programming languages available - Proprietary European Weather Model with 1 km resolution – EURO1k (Business plan)

Climate X's Adapt is a cutting-edge, cloud-based solution that facilitates climate adaptation planning by offering immediate access to climate risk information at the asset level, along with projections for investment returns on adaptation initiatives. By incorporating this platform into your investment workflow, you can conduct thorough risk evaluations, investigate diverse adaptation options, and swiftly generate detailed data reports in CSV format, thereby avoiding the expense and delays associated with external consultations. The intuitive design of Adapt allows users to efficiently navigate through acquisition or due diligence stages, promoting rapid, informed decision-making. Moreover, the platform meets ISO 14090/14091 standards and aligns with the guidelines set forth by UNFCCC and the EU Taxonomy, thus ensuring both compliance and enhanced resilience for your investment portfolio. Notable features include readily available adaptation data, return on investment evaluations, and tools for visualizing risk metrics before and after implementing adaptation strategies. Overall, Adapt empowers organizations to proactively address climate risks while maintaining a competitive edge in their investment practices.

In contrast to conventional techniques that restrict you to sporadic inspections, StormSensor® delivers comprehensive monitoring throughout your entire sewershed, offering an extensive range of data beyond just one or two months. Our advanced analytics system, which includes immediate alerts and long-term performance tracking, gathers essential insights to keep you informed about the functioning of your system. We equip our clients with the knowledge necessary to manage their stormwater and wastewater systems effectively, ensuring they receive timely notifications regarding backups and flooding incidents. With StormSensor®, it's feasible to accurately measure overflows and identify issues before taking action based on solid empirical evidence. Our commitment at StormSensor® lies in enabling clients to make well-informed decisions driven by real-time data, ultimately leading to better management of their infrastructure. This holistic approach not only simplifies monitoring but also enhances the capability to address potential problems proactively.

ESG Enterprise provides businesses and investors with the tools to enhance their investment strategies, gain insights into climate-related risks and opportunities, manage carbon emissions, and ensure compliance with ESG reporting standards. Begin your ESG journey with a freemium basic plan and discover how straightforward it is to embark on this path. With a comprehensive suite of SaaS tools and high-quality data, engaging in sustainable finance disclosure and ensuring diligence in human rights and environmental practices throughout the supply chain has become remarkably accessible. As a dedicated Environmental, Social, and Governance software and data analytics provider, ESG Enterprise is committed to assisting companies, non-governmental organizations, and governmental bodies in mitigating ESG-related risks, navigating disruptions, and seizing opportunities in the shift toward a sustainable, low-carbon economy. By leveraging these innovative solutions, organizations can better position themselves for future success while contributing positively to global sustainability efforts.

Perry Weather’s on-site weather stations provide precise monitoring of weather conditions right at your location, delivering mobile and audio/visual alerts that are customized to your specific weather protocols, such as WBGT and lightning, which allows your team to make informed safety decisions based on real-time data. Unlike traditional systems that rely on distant data sources, these stations ensure that the information you receive is accurate and relevant, avoiding the pitfalls of outdated forecasts. With their ability to precisely inform you when weather conditions surpass your safety thresholds, you'll have a swift and efficient method for alerting your team to any changes. This capability means you can receive localized weather updates that are directly applicable to your operations. Perry Weather’s stations align seamlessly with your organization’s safety policies regarding lightning, heat stress, and other critical factors, ensuring ongoing compliance with regulations. Additionally, the automated alerts dispatched by Perry Weather provide detailed instructions to all relevant personnel, enabling them to respond consistently and quickly to any weather-related situations. By utilizing Perry Weather’s technology, your organization can enhance its safety protocols and protect its team more effectively.

Get instant weather information in JSON format for any location. The weatherstack API is designed to deliver accurate weather data to any application or use case. This includes real-time, historical, and 14-day forecasts. Our simple API design makes it easy to use.

Stay ahead of changing weather conditions with customized real-time alerts designed specifically for your operational needs. You can easily set up alerts that are triggered based on geographic locations, with notifications delivered through email, text, or a mobile app. Additionally, you will receive notifications when conditions improve, marked by an "all-clear" message. A striking red icon featuring an eye with a lightning bolt indicates heightened awareness of lightning activity. Gain insights into where lightning strikes are occurring and monitor over 80 different real-time weather metrics. Engage in discussions with expert meteorologists for tailored guidance. Another red icon showcases a dynamic weather map with a prominent location pin, allowing you to keep your team informed at all times. Set specific locations and adjust zoom levels to create personalized views, while utilizing drawing tools on the live weather map. Explore an expanding collection of map layers, including Earth Networks Total Lightning, current and future radar data, and various severe weather indicators such as hurricanes, freezing rain, and snow. Even if you're not actively checking the weather, our proactive alerts will ensure you stay informed. With the ability to monitor and respond to weather developments seamlessly, you can remain prepared, no matter where you are.

Zesta AI utilizes advanced geocoding and artificial intelligence technologies to precisely match addresses with their corresponding structures. By providing real-time data pre-fill, the company enhances the overall customer experience and mitigates the risk of cancellations after binding due to unsuccessful inspections. Additionally, Zesta AI aims to reduce loss ratios through a data-informed underwriting process. In the face of frequent natural disasters that displace families, devastate communities, and result in significant financial losses, Zesta AI employs AI to assess the climate risk associated with every building. Our cutting-edge research and development facility, Zesta AI Lab, is strategically situated in the rapidly growing AI hub of Montreal, Canada, and serves as a pivotal resource for our applied AI research initiatives. This lab not only fosters innovation but also strengthens our commitment to developing solutions that address the evolving challenges in the insurance industry.

Tomorrow.io stands out as the sole Weather Intelligence Platform™ in the world, offering bespoke solutions tailored to various sectors affected by weather conditions. Companies globally, such as the NFL, Uber, Delta, Ford, and National Grid, leverage Tomorrow.io to enhance their operational effectiveness significantly. The platform is designed from the ground up to assist organizations in forecasting the weather's impact on business operations, facilitating better team communication and actionable strategies, boosting overall productivity, and maximizing profit margins. Instead of being static, weather data can be transformed into dynamic insights. Users can centralize critical information, including key locations, weather thresholds, established rules, protocols, and response strategies, all within a single, user-friendly interface. By integrating historical, real-time, and predictive weather data from around the world, efficiency is optimized. Tomorrow.io features an interactive map that illustrates over 30 weather and air quality metrics, allowing users to monitor and visualize weather patterns through color-coded layers, complemented by both short-term and long-term forecasting timelines. This comprehensive approach empowers businesses to make informed decisions in the face of weather variability.

IBM aims to blend precise weather information with top-tier science and technology to enhance consumers' daily choices and enable businesses to make more informed decisions. The influence of weather is universal and significant, impacting individuals' moods and actions in profound ways. Daily, countless choices—ranging from selecting appropriate clothing to seeking shelter during severe weather alerts—are influenced by weather conditions. In line with IBM's mission to remain indispensable, we are dedicated to leveraging our expertise, scale, technology, and reputation to push forward the field of accurate weather forecasting, ensuring individuals can make informed choices. Additionally, weather is vital in the realm of business intelligence, significantly affecting pilots' flight paths to evade turbulence, farmers' timing for crop fertilization, and energy companies' responses to outages. Everyone deserves access to trustworthy and precise weather forecasts, as these can lead to better outcomes in everyday life and various industries. By prioritizing the integration of sophisticated technology and accurate data, we enhance both individual and organizational decision-making processes.

Spire's extensive network of low-orbit satellites gathers immediate data from all atmospheric layers, successfully reaching even the challenging altitudes. We continually enhance our technological capabilities by integrating new equipment, refining our forecast API, and tailoring our predictive weather models to support your boldest initiatives. Extreme weather poses the highest threat to safety and fuel consumption, making dependable and user-friendly weather forecasts essential for the safety of maritime operations. To address this need, Spire Global has partnered with PredictWind to deliver an innovative marine weather forecast that offers sport sailors precise information on wind speed and direction, ensuring they can navigate the open ocean with confidence. This collaboration not only enhances sailing experiences but also contributes to safer and more efficient maritime practices overall.