Alternatives to One Concern

Haskoning'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.

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.

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.

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.

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.

Conventional insurance models have fallen short in addressing the escalating dangers posed by severe weather events. Understory™ stands at the forefront, offering innovative insurance solutions tailored for a world increasingly affected by climate change. Discover how your enterprise can effectively navigate severe weather risks through our straightforward, transparent, and adaptable insurance options. Our revolutionary hyperlocal climate risk engine transforms even the most daunting climate hazards into manageable opportunities, showcasing our commitment to safeguarding industries most at risk from climate impacts. With unparalleled accuracy and insight, we introduce you to Dot™, our cutting-edge weather sensor that serves as the backbone of our transformative technology platform. Traditional insurers often lack the necessary tools to evaluate and price severe weather risk effectively, resulting in a tendency to assume the worst and impose steep premiums. As the landscape of insurance evolves, embracing advanced solutions like ours is essential for both profitability and protection against climate-related uncertainties.

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.

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.

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.

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 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.

Benchmark offers timely natural hazard analysis reports for weather-related events, detailing property-specific loss dates and historical data pertaining to hail, wind, and lightning, all accessible through Verisk platforms like Xactimate and XactAnalysis. Both existing and new users are able to find the Benchmark integration within their claims on XactAnalysis, as well as in the “documents” section of Xactimate. Users can conveniently retrieve the reports by utilizing the “select an action” drop-down menu in XactAnalysis when handling claim assignments. The source of Benchmark's data for both XactAnalysis and Xactimate is Respond™, which equips users with near real-time analysis and forecasting services for weather events, including localized assessments for various natural hazards such as hail, wind, lightning, tornadoes, wildfires, hurricanes, and more. Additionally, the Benchmark database on property-specific natural hazard history offers a thorough and reliable record of both catastrophic and non-catastrophic events, encompassing hail, wind, rain, and lightning, thus providing essential information for effective decision-making. This comprehensive resource ensures that users have the latest and most accurate data at their fingertips for better risk management and response planning.

Understand your assets, their locations, their functions, and any potential hazards they may present. Neara is a cutting-edge platform that creates three-dimensional interactive representations of essential infrastructure systems and resources, enabling users to simulate real-life situations, evaluate both present and future risks, and effectively manage maintenance and emergency planning. Given the challenges posed by deteriorating infrastructure, the shift towards electrification, extreme weather conditions, climate change effects, microgrid integration, fluctuating energy demands, and overall load increases, it is crucial to have advanced utility and design software that can transform the grid for future needs. As power grids evolve to accommodate a greater share of renewable energy, our solutions can help expedite this transition. Neara focuses on risk assessment and mitigation at both the asset and network levels, delivering intelligent analytics that enhance safety, boost operational efficiency, and contribute to the establishment of a more sustainable energy grid. This comprehensive approach not only strengthens infrastructure resilience but also supports a greener future for energy distribution.

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.

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.

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.

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.

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)

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.

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.

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.

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.

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.

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.

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.

Utilizing sophisticated analytics and machine learning techniques is essential for minimizing operational expenses and mitigating risks. A fundamental component of the digital transformation landscape, digital twins provide precise virtual representations of tangible assets, systems, and objects to enhance productivity, optimize processes, and drive profitability. Typically, a digital twin is regarded as a software model of a physical asset or system that is tailored to identify, avert, predict, and refine processes through real-time analytics, ultimately delivering significant business advantages. At GE Digital, our emphasis lies in leveraging digital twin software to assist our clients in three primary domains: Asset, Network, and Process. By effectively monitoring, simulating, and managing an asset, process, or network, organizations can significantly elevate system performance. Furthermore, it is crucial to ensure the well-being and safety of employees and the environment while achieving business goals by minimizing incidents related to assets and processes, as well as preventing unintended downtimes, thereby fostering a more resilient operational framework. The integration of digital twin technology not only enhances efficiency but also paves the way for innovation across various sectors.

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.

JBA Risk Management, often referred to as "The Flood People," excels in providing sophisticated flood modeling services, which include in-depth flood maps, catastrophe models, and analytics that encompass 99.98% of the Earth's land area. Their innovative solutions are crucial for top insurers, reinsurers, financial institutions, property firms, and government agencies in effectively evaluating and managing flood risks. By leveraging JBA's extensive global flood data, clients can gain insights into flood risks associated with specific properties or regions, enabling them to make well-informed decisions regarding insurance underwriting, pricing strategies, portfolio management, asset investment, and reducing disaster risks. Among their diverse offerings are high-resolution flood mapping, probabilistic flood modeling, and analytics concerning climate change, which provide valuable projections of future flood scenarios based on varying climate conditions. Furthermore, JBA enhances the accessibility and integration of their models through partnerships with platforms such as Nasdaq's ModEx, thereby broadening the reach and impact of their flood risk assessment tools. These collaborative efforts not only improve the usability of their services but also help clients stay ahead in a rapidly changing environment.

Xweather serves as a robust weather intelligence platform, offering precise and localized weather, environmental, and climate information through advanced APIs, toolkits, and software solutions tailored for developers and enterprises. Its Weather API enables RESTful access to a variety of data, including current conditions, forecasts, historical records, severe weather notifications, lightning activity, hail information, road conditions, and impact-based insights, all presented with high resolution and global reach, supported by continuously improving machine learning models for enhanced accuracy. Additionally, the platform provides SDKs and developer toolkits for iOS, Android, Python, and web applications, simplifying the process of incorporating weather data, interactive maps, and dynamic imagery into bespoke applications. Furthermore, Xweather Insight acts as a centralized weather confidence platform, consolidating measurements, forecasts, and alerts, thereby empowering organizations to streamline their daily operations, bolster preparedness against severe weather events, and promote safety, efficiency, and sustainability in their activities. Ultimately, Xweather's comprehensive solutions cater to the diverse needs of users seeking reliable weather information to inform their decision-making processes.

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.

Setpoint’s Climate Intelligence solution is transforming climate management in multi-room, multi-user commercial buildings worldwide. By leveraging advanced data models and deep learning technologies, this comprehensive system empowers building operators to oversee and adjust the climate in every individual room from virtually anywhere, ensuring tailored comfort for occupants. Its design prioritizes flexibility, enabling compatibility with any brand or type of air conditioning system, irrespective of the available thermostat connections. This innovative platform marks the first self-learning, plug-and-play Climate Intelligence solution specifically tailored for commercial environments. Furthermore, our unique Climate Node Network harnesses data-driven AI to automate climate control in each space while simultaneously streamlining workload and optimizing climate settings across the entire building for enhanced efficiency. Ultimately, this approach not only improves comfort but also contributes to energy savings and reduced operational costs.

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.

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.

DisasterAWARE Enterprise’s (DAE) Data as a Service (DaaS) offers an extensive range of information aimed at monitoring global hazards and assessing their effects on human populations. This document aims to provide a concise overview of the primary content categories and examples illustrating how to access information from the relevant services. Harness the strength of our reliable data to empower your applications with the highest quality, real-time insights on global risks and their impacts. By utilizing a straightforward API, you can enhance your applications with resilience features tailored to meet your organization’s specific requirements and scenarios. DisasterAWARE Enterprise stands out as a top-tier disaster risk intelligence platform, crafted for both accessibility and user-friendliness. Regardless of your expertise level, you will experience immediate benefits from the very first day of use, making it an invaluable resource for managing disaster risk.

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.

Skyfora offers cutting-edge, AI-driven weather intelligence solutions that enable organizations to assess, forecast, and respond to severe weather events. Their platform features a diverse range of products, including an AI Weather Forecast engine that utilizes deep-learning algorithms to integrate extensive atmospheric data and industry-specific insights for enhanced operational efficiency. Additionally, they provide specialized Weather Instruments, such as lightweight weather sondes for upper-atmosphere measurements, as well as their Telecom GNSS Meteorology system, which converts existing telecom base-station GNSS receivers into robust networks that deliver sensor-grade weather data, significantly increasing observation data by up to 1000 times for improved forecasting accuracy. Skyfora focuses on a variety of industries, including wind and solar energy for better production and forecasting, telecommunications utilizing infrastructure for weather observation, insurance and risk management sectors, district heating systems, as well as marine and aviation industries, media outlets, and research organizations dedicated to weather services. This comprehensive approach positions Skyfora as a leader in weather intelligence innovation, helping clients adapt to the challenges posed by climate variability.

Our comprehensive 3D data platform empowers you to transform any physical space into a precise and engaging digital twin. Experience unprecedented visualization possibilities that go beyond traditional methods. You can digitize your environment from various perspectives, enhance it with functional features, obtain precise measurements, and much more. With just one scan, you can automatically generate immersive 3D walk-throughs, high-resolution 4K images, schematic floor plans, OBJ files, point clouds, videos, and a range of other media. Additionally, you can zoom out to view a complete 3D model of your property from the exterior and rotate it on any axis to explore it from multiple viewpoints. This capability allows you to grasp the overall layout and design of your space. Furthermore, you can embed notes and multimedia elements within your digital twin to emphasize important attributes of your property. By simply pressing a button, you can also create accurate schematic floor plans, enabling you to measure every detail of your space, including walls, windows, and furniture, ensuring no aspect goes unnoticed. This innovative tool revolutionizes how you engage with and present your property.

WillowTwin™ is an innovative software platform rooted in extensive expertise within the real estate and infrastructure sectors. It empowers users to make informed, data-driven choices in real-time, leading to reduced costs, increased profitability, and enhanced risk management. By utilizing digital twins, the platform offers an intuitive method for storing, organizing, and accessing the data produced by real estate and infrastructure systems. With WillowTwin™, previously inaccessible data in proprietary systems is transformed into valuable insights for asset owners, managers, and users of the built environment, ultimately driving significant benefits. The platform ensures that all spatial, static, and dynamic systems data is consolidated through a secure and centralized interface. This data is kept safe in a robust enterprise-grade repository and cloud-hosted environment, supported by Microsoft Azure's infrastructure. Designed to accommodate any type of asset, WillowTwin™ incorporates industry-specific functionalities and requirements, making it suitable for a diverse range of projects while continually evolving to meet the changing needs of the market. With its comprehensive capabilities, WillowTwin™ stands out as a transformative tool in the management of real estate and infrastructure assets.

The Bosch IoT Suite enables the creation of abstract models for tangible assets or devices within the cloud. These digital twins encapsulate every functionality and characteristic of their physical equivalents. By maintaining and refreshing the data, attributes, and connections of an asset, along with sending alerts about significant changes, it ensures a seamless synchronization between the real and digital realms. This innovative approach allows for enhanced monitoring and management of assets, facilitating better decision-making and operational efficiency.

At Dynamhex, we eliminate uncertainty in your energy transition by developing fair and actionable plans for reducing carbon emissions. Our platform for carbon accounting and emissions management enables you to accurately measure, report, and decrease the carbon output of your operations. By utilizing localized data, we tackle climate change head-on, employing spatial data, mathematical modeling, and user-friendly analytics to make the issue more relevant and actionable at the community level. This allows cities and their residents to access tailored solutions for moving towards a low-carbon future. We transform your corporate climate strategies and impact assessments into digital formats, bridging the gap between planning and implementation by integrating all stakeholders involved. If you're feeling overwhelmed by the challenges posed by climate change and unsure of how to contribute, we can assist you in measuring your impact and taking meaningful actions that benefit you, your community, and the environment. It's essential not to let your carbon offsets become ineffective; work with us to ensure they create real change. Together, we can build a sustainable future that resonates on a personal and local scale.

Azure Digital Twins serves as an Internet of Things (IoT) platform that allows for the development of digital replicas of tangible objects, locations, business workflows, and individuals. By leveraging this technology, organizations can obtain valuable insights that enhance product development, streamline operations and reduce costs, while also delivering exceptional customer experiences. The platform facilitates the straightforward modeling and creation of digital representations for interconnected environments using an open modeling language. You can model a variety of structures, including buildings, factories, farms, energy grids, railways, stadiums, and even entire cities. These digital twins are animated through a real-time execution environment that tracks changes over time. Additionally, it provides actionable insights into the dynamics of the modeled environments through robust query APIs, while also seamlessly integrating with Azure's data analytics capabilities. The open modeling language empowers users to design customized domain models for any connected setting, utilizing the Digital Twins Definition Language for enhanced flexibility and creativity in their applications. This enables a wide range of industries to optimize their operations and innovate more effectively.

A user-friendly low-code desktop application facilitates the creation of large-scale visualizations for enterprises. It ensures that essential metadata and intricate assembly tree structures, typical in advanced CAD solutions, are retained, allowing for a thorough examination of complex assets and systems without sacrificing performance. CAD models can be imported in just three minutes, while a fully detailed and animated scene can be realized in a contextual setting within three hours, with a complete visual digital twin ready in three days. This approach encourages early virtual error detection, enabling teams to undertake more ambitious projects while minimizing costs and risks. By safely exploring innovative ideas, a wider array of experts can be engaged in the process. The software supports a variety of structured and unstructured data formats, including CAD, BIM, point clouds, and outputs from IoT and MES, which can all be integrated into the scene. Consequently, this leads to the creation of rich virtual representations of real-world situations, offering a robust platform for contextual digital twins and fostering collaborative efforts in visualization projects.

HAULSIM connects fleet assets, mining operations plans and people to create a 'digital twin of any mining operation - underground or open pit - that accurately represents any mine site haulage operations. HAULSIM, which has a 3-D Discrete Event Simulation engine (DES) at its core, is the only mining simulator software that can quantify changes as the models reflect all aspects of a mine site, including variability, interactions, and dependencies. Real data can be used to make decisions about a mine haulage system. This allows the user to test multiple 'whys' and 'what if' scenarios in order to reduce operating costs, optimise performance, and ensure operational safety and efficiency.

Data Driven Digital Twin toolset that allows you to Visualize, Monitor, Optimize and Optimize your operation in Real Time using machine learning and artificial intelligence. Control your SKU, Resource, Automation, Equipment, and Other Costs. Digital Twin Shadow Technology - Real-Time Visibility & Traceability Digital Twin Studio®, Open Architecture allows it to interact with a variety of RTLS/data systems - RFID BarCode, GPS PLC, WMS EMR ERP, MRP, and RTLS systems. Digital Twin with AI/Machine Learning - Predictive Analytics, Dynamic Scheduling Predictive analytics in real-time deliver insights via notifications when issues occur before they happen with state-of-the art Digital Twin Technology Digital Twin Replay – View past events and set up active alerts. Digital Twin Studio allows you to replay and animate past events in VR, 3D, and 2D. Digital Twin Live Real-Time Data - Dynamic Dashboards. A drag and drop dashboard builder that allows for unlimited layout possibilities.

APM serves as a catalyst for the shift towards reliability-centered maintenance and risk-based inspections, utilizing advanced tools. This technical analysis emphasizes the application of asset performance management technologies within Industry 4.0, specifically tailored for the Power Generation sector. As we transition from a digitalization framework to full digital transformation, the Digital Twin emerges as a crucial component that provides predictive insights and streamlines daily operations, resulting in improved business performance. By examining the underlying technology, we can visualize and contextualize data precisely when and where it is necessary, enabling effective decision-making in operational, maintenance, and engineering domains. Furthermore, Digital Twins are essential in reconciling capital expenditures with operational expenses, ultimately reducing the overall cost of ownership while maximizing asset returns. This holistic approach not only enhances efficiency but also fosters a more sustainable and innovative operational environment.