Draft:Sandbox

1. Introduction

FortyGuard is a climate technology company headquartered in Abu Dhabi, United Arab Emirates, with operations in San Jose, California. Founded in 2020, Fortyguard is the pioneer of Large Temperature Models (LTMs), developing artificial intelligence-driven solutions to mitigate urban heat. Its core technology infrastructure, the Temperature Operating System (tOS), powers a suite of temperature intelligence products including the Temperature Dashboard, Temperature API, Temperature GPS®, Temperature Realtor®, Temperature Twin®, and Temperature Nexus®. These solutions provide real-time, high-resolution environmental insights to support urban planning, mobility, real estate, and energy efficiency. By transforming complex temperature data into actionable intelligence, FortyGuard enables cities and organizations to reduce the impact of urban heat and enhance climate resilience.

2. History

FortyGuard was founded in 2020 by Jay Sadiq, inspired by his personal experience with heat-triggered asthma and a broader concern about the intensifying heat challenges in urban environments across the Arabian Peninsula. The company initially focused on developing material science-based coatings to reduce surface temperatures on urban infrastructure, such as roads and pavements, without relying on reflective white pigments.

However, early feedback from city planners and clients revealed a critical gap: the lack of data to guide where, when, and how to apply cooling interventions. This realization led to FortyGuard’s first major strategic pivot—from a materials-centric startup to a data-driven climate technology company focused on delivering urban temperature intelligence.

In its initial data-centric phase, FortyGuard relied on deploying physical sensors and mobile IoT units to collect temperature data across urban landscapes. Although this provided valuable insights, the approach proved difficult to scale efficiently. In response, the company underwent a second transformation—embracing a digital-first, fully automated model powered by high-resolution satellite imagery, telematics networks, public and private weather stations, and geospatial datasets.

This evolution gave rise to the Temperature Operating System (tOS), the core infrastructure that now powers FortyGuard’s product suite. Built using proprietary, advanced AI and machine learning models, tOS enabled the company to offer real-time, hyper-local temperature intelligence at scale.

Since its inception, FortyGuard has grown its presence globally. It expanded operations to the United States, launched new SaaS products, and entered strategic partnerships with major technology providers including NVIDIA, Google, and Microsoft. The company also began collaborating with research institutions such as New York University Abu Dhabi and the University of Wollongong.

FortyGuard has been repeatedly recognized on international stages, participating in the United Nations COP conferences in 2023 and 2024, NVIDIA’s GTC in both 2024 and 2025, and the U.S. government’s SelectUSA Investment Summit in 2024 and 2025, where they won first place in the prestigious Software/ICT category. These appearances have reinforced the company’s position as a leading innovator in urban heat mitigation and climate intelligence.

3. Technology and Scientific Approach

Core Infrastructure: Temperature Operating System (tOS)

At the heart of FortyGuard’s technology stack is the Temperature Operating System (tOS)—a proprietary infrastructure designed to ingest, process, and transform environmental data into actionable insights. tOS uses a four-layered architecture comprising:

Data Layer – Integrates data from satellite imagery, connected vehicles, weather stations, and geospatial datasets.
Processing and Analytics Layer – Leverages custom AI models built using NVIDIA’s CUDA libraries to generate predictive and descriptive analytics.
Application Delivery Layer – Packages insights into user-facing tools and interfaces.
Product Delivery Layer – Enables clients to access solutions via APIs, dashboards, or third-party platforms.

This modular infrastructure powers FortyGuard’s entire product suite and is designed to be scalable, automated, and continuously self-improving as it ingests more diverse datasets.

Scientific Foundations and Advisory Collaboration

FortyGuard’s scientific credibility is underpinned by the expertise of advisors such as:

Dr. Jonathan Reichental, former CIO of the City of Palo Alto and a pioneer in smart city digital transformation.
Professor Roland Pellenq, former senior research scientist at MIT and CNRS expert in thermophysical modeling of porous materials.

Their guidance helped validate the scientific basis of urban heat modeling and shape FortyGuard’s focus on precision analytics.

Academic Partnerships

FortyGuard maintains active collaborations with universities including:

New York University Abu Dhabi (NYUAD)
University of Wollongong in Dubai (UOWD)
Sorbonne University Abu Dhabi

These partnerships have contributed to algorithm development, field validation, and policy-oriented research around urban heat mitigation and resilience.

Understanding Urban Heat

FortyGuard defines urban heat as the accumulation of excess ambient heat in built environments, typically measured 2 meters above ground level, with a focus on pedestrian thermal experience. Its platform captures real-time and historical data with:

Temporal resolution: Hourly updates
Spatial granularity: As precise as 10 meters
Latency: Data delivery in near-real time

These measurements go beyond general atmospheric conditions, targeting hyper-local, human-relevant metrics for temperature discomfort and microclimate analysis.

Large Temperature Models (LTMs)

FortyGuard’s Large Temperature Models (LTMs) are not standalone products but serve as the deep-tech backbone of its intelligence engine. These models are trained on years of historical temperature data and incorporate variables such as:

Vegetation cover
Surface albedo
Solar radiation intensity
Built environment density
Humidity and wind flow

LTMs enable simulation and forecasting of temperature dynamics across entire cities. They are foundational to products like the Temperature Dashboard, Temperature Twin®, and Temperature GPS®, enhancing predictive power and real-time accuracy.

The models also support integration into third-party sustainability frameworks, such as ESG compliance tools, infrastructure planning software, and municipal heat action plans.

4. Products and Solutions

FortyGuard offers a suite of temperature intelligence solutions built on its proprietary Temperature Operating System (tOS). These products are designed for cities, enterprises, and infrastructure platforms that require localized, real-time, and predictive insights about urban heat.

Temperature Dashboard

The Temperature Dashboard is FortyGuard’s primary user interface, providing visualizations, analytics, and simulations of urban temperature conditions. Designed for urban planners, architects, environmental engineers, and community stakeholders, the dashboard includes:

Real-time and historical heatmaps
Forecasted temperature patterns
Intervention impact simulations (e.g., tree canopy, pavement materials)

Access Model:

Freemium: Public access to localized temperature maps and data snapshots
Subscription: Advanced analytics, simulations, multi-layer data overlays, and export tools for professional and enterprise users

This model supports FortyGuard’s mission to democratize access to urban temperature data and gather community-driven feedback to improve model performance.

Temperature API Suite

FortyGuard’s API offering allows partners to integrate real-time temperature intelligence into their own platforms. Each API variant is tailored to specific industry use cases:

Temperature GPS®: Delivers predictive routing for logistics, navigation, and fleet operators. Optimizes delivery and mobility based on cooler or safer routes.
Temperature Realtor®: Enables real estate platforms to list and filter properties based on microclimate conditions, improving buyer awareness and comfort evaluation.
Temperature Twin®: Overlays urban heat data onto existing 3D models or digital twins of cities. Simulates interventions and forecasts long-term effects on:
- Building and road surface temperatures
- Human thermal comfort index
- Energy demand and HVAC load
Temperature Nexus®:
- EV Vehicles: Enhances electric vehicle range estimation and battery durability using predictive temperature routing models.
- Home Energy: Supports utilities and consumers in adjusting HVAC settings, scheduling energy usage, and improving indoor-outdoor thermal balance.

These APIs serve both subsidized integrations for public access (e.g., mobility apps, government portals) and commercial applications via enterprise partners.

Temperature Twin®

While available via API, Temperature Twin® also functions as a standalone digital layer applied over virtual city models. It allows stakeholders to simulate the effects of:

New infrastructure projects
Material changes
Green space additions
Shade installations

The model provides real-time, cumulative, and forecasted insights, enabling decision-makers to assess not only temperature changes but also secondary effects on energy efficiency, thermal comfort, and resilience.

5. Business Model

FortyGuard operates under a Temperature as a Service (TaaS) model, offering scalable, AI-powered urban temperature intelligence through both direct platforms and enterprise integrations. The company’s business strategy is built around three delivery approaches:

1. Democratized Access via Dashboard Freemium

The Temperature Dashboard is available through a freemium access model:

Free Tier: Offers public users access to localized heatmaps, encouraging broader awareness and public participation in understanding urban temperature patterns.
Premium Tier: Paid subscription unlocks advanced features, including simulation tools, export capabilities, and enhanced data granularity.

This approach enables community-level engagement, allowing individual users—whether urban planners, engineering consultants, or citizens—to monitor their local climate. It also encourages model feedback and validation, enhancing the accuracy of FortyGuard’s AI-driven analytics.

2. Platform Integration with Enterprise Partners

FortyGuard delivers its temperature intelligence solutions through large enterprise partners, embedding its products within platforms across sectors like:

Navigation and Mobility: Enables route optimization for cooler paths, enhancing pedestrian comfort and reducing health risks in extreme heat.
Real Estate: Allows consumers to assess properties based on local thermal conditions through platforms using Temperature Realtor®.
Automotive: Supports EV manufacturers by integrating temperature intelligence into vehicle range prediction models, improving battery performance.
Energy Utilities: Empowers consumers to manage home energy consumption more efficiently with predictive temperature analytics via Temperature Nexus®.
IoT Platforms: Allows API integrations into industrial IoT platforms like Siemen’s Building X or Schneider Electrics’ EcoStruxure platform as heat intelligence layer for more efficient building operations.

These integrations are offered under subsidized or commercial models, depending on the partner’s customer segment. This strategy extends FortyGuard’s reach while enabling partners to enrich their offerings with climate-intelligent capabilities.

3. Back-End Integration for Engineering and Infrastructure

For engineering consultancies, energy firms, and infrastructure platforms, FortyGuard offers its temperature data as a plug-in within broader service packages. These clients often do not seek temperature intelligence as a standalone feature but value it when combined with:

Building energy modeling tools
Climate resilience assessments
ESG reporting frameworks

By leveraging enterprise client bases, FortyGuard both expands its user footprint and collects domain-specific insights that inform future go-to-market strategies.

This three-tiered model allows FortyGuard to serve both the general public and specialized industries while remaining adaptable across different deployment environments.

6. Projects and Use Cases

FortyGuard’s solutions have been deployed in key pilot projects across the UAE and Europe, validating the company’s core technologies, establishing commercial readiness, and producing measurable temperature reductions. These projects have enabled city planners, developers, and environmental specialists to simulate, monitor, and act on granular heat data, transforming the way urban cooling strategies are implemented.

Masdar City Eco Plaza (Abu Dhabi, UAE)

Client: Masdar City – a global model for sustainable urban development

Project Scope: 3.43 acres over a two-year period

Overview:

In one of FortyGuard’s earliest deployments, the company worked with Masdar City to assess temperature variability and evaluate urban heat mitigation strategies in the Eco Plaza, a pedestrian-focused hub. Through extensive data collection and scenario modeling, FortyGuard informed the redesign of materials, greenery, and infrastructure with the goal of maximizing pedestrian comfort and sustainability.

Key Interventions and Insights:

Data Collection: Over 3.5 million temperature data points gathered using sensors, manual audits, and predictive modeling
Cooling Infrastructure:
- High-pressure misting systems
- Water-based art installations and cooling zones
- Broadleaf tree planting
- Turf replacement (artificial → natural)
Materials Innovation:
- Reflective and water-retentive pavements
Design Enhancements:
- Fixed and attachable canopy installations
- Dynamic shade placement simulation

Measured Impact:

Ambient temperature reductions of up to 5°C
Surface temperature drops of 1–3°C
Improved outdoor usability and pedestrian flow

This project served as a foundational testbed for FortyGuard’s LTM and dashboard architecture, shaping future product iterations.

Anantara Eastern Mangroves (Abu Dhabi, UAE)

Client: Aldar Properties

Site Type: Hospitality and leisure waterfront zone

Overview:

FortyGuard collaborated with Aldar on a detailed assessment of the Anantara Eastern Mangroves development, focusing on thermal comfort and landscape design. The project involved applying the Temperature Dashboard to simulate microclimate conditions and recommend design enhancements to reduce temperature loads for guests and visitors.

Key Interventions and Insights:

Green Technology:
- Vertical green systems and intensive landscaping
- Native tree species and natural shade corridors
Material Strategy:
- Permeable pavements and light-colored, heat-reflective surfaces
Thermal Modeling:
- Shade analytics and intervention impact forecasting

Measured Impact:

Surface temperature drops of up to 15°C
Ambient temperature reductions between 4–6°C
Enhanced guest comfort and reduced reliance on energy-intensive cooling systems

This deployment also demonstrated the application of FortyGuard’s solutions in hospitality-focused, consumer-facing environments.

City of Rotterdam (Netherlands)

Partner: Municipality of Rotterdam

Region Type: Dense European urban environment

Overview:

As part of its entry into the European market, FortyGuard partnered with the City of Rotterdam to support its urban climate adaptation strategy. The company provided its tOS-powered analytics to assist the municipality in mapping heat vulnerability and planning future green and cooling infrastructure in alignment with EU climate goals.

Key Interventions and Insights:

Heat Vulnerability Assessment:
- Identification of high-temperature zones based on building density and lack of vegetation
Scenario Modeling:
- Simulations of cooling effects from tree planting and material changes
Urban Planning Integration:
- Data overlays intended to inform zoning and public realm design

Measured Impact:

Improved decision-making for urban planners
Integration of FortyGuard’s LTM insights into climate adaptation reports
Early-stage validation of the platform’s effectiveness in cooler, temperate climates

The Rotterdam collaboration marked FortyGuard’s first European use case and demonstrated the transferability of its models beyond arid regions.

7. Awards, Programs, and Recognition

FortyGuard’s impact in urban climate innovation has been acknowledged across global media, government programs, startup competitions, and international technology showcases.

7.1 Government and Industry Awards

Future 100 UAE (2023) Recognized by the UAE Ministry of Economy as one of the country’s top 100 future-ready companies for innovation and sustainability leadership.
EGA Ramp-Up Program (2023) Awarded second place for applying temperature intelligence to improve industrial health and safety outcomes.
Etisalat Hello Business Pitch 3 (2023) Named a top winner in the national startup pitch contest for smart urban and climate solutions.

7.2 Startup Incubators and Accelerators

Techstars Miami Accelerator (2023) Selected as the only climate-tech company in the cohort backed by JP Morgan. Demo Day highlighted FortyGuard’s scalability and entry into the U.S. market.
Mohammed bin Rashid Innovation Fund (MBRIF) Accelerator (2021–2023) Participated in multiple cohorts and recognized for innovative use of AI in sustainable urban development.
Microsoft GrowthX Accelerator (2022) Accepted into Microsoft and ADIO’s accelerator program supporting B2B startups in the Middle East.
AI First Google Accelerator MENA & Turkey (2024) Selected for Google’s regional AI accelerator for impactful startups in MENA and Turkey.

7.3 Competitions and Challenges

QBE AcceliCITY Resilience Challenge (2021) Finalist among global urban resilience startups.
Make it in the Emirates – Startup Pitch (2024) Winner in the UAE’s flagship climate innovation competition.
Sustainova Challenge – GITEX 2024 Featured at the Gitex Sustainability track showcasing climate-tech startups for regional impact.
SelectUSA Investment Summit - Startup Pitch (2025) Winner of the ICT/Software Category ----

7.4 International Conferences and Exhibitions

NVIDIA GTC (2024 & 2025) Repeatedly featured in NVIDIA’s Sustainable Futures Showcase for AI-driven climate solutions.
COP28 UAE (2023) Participated in expert panels and innovation exhibits on climate adaptation technologies.
SelectUSA Investment Summit (2024 & 2025) Represented UAE-based climate innovation to North American investors and city leaders.
World Utilities Congress (2024) Featured speaker session on temperature data and infrastructure optimization.

7.5 Media Coverage and Publications

CNN (2024) – "Urban areas are getting hotter. A startup from one of the world’s hottest cities wants to help"
Forbes (2022) – "Meet the Entrepreneur on a Mission to Cool Cities"
Fast Company Middle East (2022 & 2024) – Multiple features on climate-tech and AI integration
Channel News Asia (2023) – "Cooler commutes possible with UAE startup’s heat data tool"
Entrepreneur Middle East (2021–2024) – Regular features on innovation, startup trajectory, and Future 100 recognition
PwC Net Zero Future50 (2023) – Listed among the region’s most promising climate-tech innovators
Springwise, Startup Scene, Refresh Miami, Lucidity Insights, Impakter, and ESG News – Covered FortyGuard’s product, science, and global expansion

8. Collaborations and Partnerships

FortyGuard’s growth and product evolution have been supported by a broad network of collaborators spanning the technology sector, academic institutions, and public policy organizations. These partnerships have played a central role in advancing FortyGuard’s AI models, validating its data, and expanding market reach.

8.1 Technology Partners

NVIDIA FortyGuard is a participant in NVIDIA’s Inception Program and a repeat exhibitor at the GTC conference. The company leverages NVIDIA’s CUDA framework and Earth-2 infrastructure to power its temperature modeling and machine learning pipelines.
Microsoft and Google Strategic access to cloud resources and geospatial data tools has been facilitated through partnerships with Microsoft and Google. These collaborations enhance the scalability and global deployment of FortyGuard’s products.
AWS (Amazon Web Services) As part of AWS’s cloud ecosystem, FortyGuard received $200,000 in cloud credits and was selected for the AWS Fellowship Program to accelerate the training and optimization of its Large Temperature Models.

8.2 Academic and Research Institutions

New York University Abu Dhabi (NYUAD)
University of Wollongong in Dubai (UOWD)
Sorbonne University Abu Dhabi

These partnerships support empirical grounding and interdisciplinary validation for FortyGuard’s technology.

8.3 Advisory Contributors

Dr. Jonathan Reichental Former CIO of the City of Palo Alto, contributing expertise in smart city systems and digital governance.
Professor Roland Pellenq Senior researcher in thermophysics and material science (MIT, CNRS), guiding FortyGuard’s environmental modeling framework.

Their contributions have shaped the scientific rigor behind FortyGuard’s product architecture and deployment methodology.

8.4 Institutional and Policy Engagements

Global Ventures / C3 (Companies Creating Change) Mentorship, funding access, and exposure through the UAE’s impact-driven entrepreneurial ecosystem.
Posterity Institute and Baker Hughes (COP28) Platforms for policy discourse on climate tech applications in city environments.
City of Rotterdam Collaborative pilot in applying FortyGuard’s temperature modeling tools for urban climate adaptation planning in Europe.

These engagements reflect FortyGuard’s positioning not only as a SaaS platform but also as a contributor to global policy and climate innovation dialogues.

9. Industry Context and Competitors

The market for urban climate intelligence and environmental analytics is rapidly expanding, driven by rising temperatures, extreme weather, and the growing demand for climate-resilient infrastructure. FortyGuard operates at the intersection of environmental monitoring, AI modeling, and urban planning—a niche with increasing global relevance.

9.1 Market Position

Unlike traditional weather or energy analytics firms, FortyGuard focuses specifically on localized, real-time urban heat insights, measured and modeled 2 meters above ground level—a zone most relevant for pedestrian comfort and infrastructure design. Its platform is engineered for integration across city systems, real estate tools, and energy interfaces, making it distinctively applicable in climate-aware urban development.

9.2 Selected Competitors

Company	Focus Area	Differentiation from FortyGuard
AiDash	Uses satellite data for vegetation management and climate resilience	Less granular urban temperature modeling
Aclima	Hyperlocal air quality monitoring via mobile sensing	Focused on pollutants, not thermal data
Watershed	Carbon footprint tracking for enterprises	Broader ESG focus; no urban heat analytics
Pachama	AI for monitoring forest-based carbon sequestration projects	Does not address urban environments
Optimum Energy	HVAC system optimization using machine learning	Focused on building interiors, not external urban microclimates
Leap Energy	Grid flexibility through virtual power plant APIs	Energy-focused; not spatially aware temperature models

9.3 Differentiation

FortyGuard’s competitive edge lies in:

High spatial granularity (up to 10 meters)
Hourly temporal updates and historical analytics
AI-powered intervention simulations (e.g., canopy installation, pavement replacement)
City-scale modeling across planning, real estate, energy, and health sectors
Integrability into public and private platforms via a modular API system

In contrast to vertical-specific platforms, FortyGuard delivers a horizontally scalable temperature intelligence engine adaptable across industries and geographies.

10. Challenges and Limitations

As a climate-tech company operating in a rapidly evolving and highly technical domain, FortyGuard faces several challenges that influence its scale, adoption, and long-term growth trajectory.

10.1 Data Accessibility and Quality

While FortyGuard integrates diverse datasets—including satellite imagery, telematics, and weather stations—the availability and consistency of high-resolution, location-specific temperature data varies by geography. In some regions, particularly those with limited infrastructure or connectivity, gaps in data can affect the accuracy of localized models and the completeness of heat simulations.

10.2 Regulatory and Policy Hurdles

Urban temperature intelligence is a relatively new category. As such, municipal frameworks and procurement processes are often not designed to easily incorporate granular climate data into zoning, mobility, or public health workflows. Regulatory clarity and standardization around data governance, privacy, and integration remain a work in progress in many jurisdictions.

10.3 Market Education

A significant part of FortyGuard’s effort is directed toward educating urban stakeholders—from developers to policymakers—on the value of temperature intelligence beyond conventional weather forecasting. Bridging this awareness gap is crucial for broader product adoption and policy alignment.

10.4 Integration Complexity

Many enterprise clients prefer bundled, multi-solution platforms. Integrating FortyGuard’s tools as modular components into third-party platforms—particularly in sectors like real estate, navigation, or public utilities—requires careful coordination and often depends on the technical maturity of the partner ecosystem.

10.5 Geographic Expansion Risks

While the company has successfully expanded into the U.S. and Europe, scaling across vastly different climates, regulatory environments, and urban infrastructure designs poses operational and customization challenges. Each new deployment requires adaptation of the core models to reflect local conditions, regulatory requirements, and user behaviors.

Despite these limitations, FortyGuard continues to iterate on its technology and business model through active feedback loops with partners, users, and academic researchers. The company positions these challenges not as deterrents, but as areas of ongoing development essential to scaling urban temperature intelligence globally.

11. Future Vision

FortyGuard is focused on expanding the scope, precision, and impact of its temperature intelligence platform to help cities and organizations respond proactively to rising urban heat.

11.1 Geographic Expansion

Following its initial growth in the UAE and the United States, FortyGuard is planning further expansion into Europe, Canada, and selected regions in Asia. The company is prioritizing cities with:

High climate adaptation investment
Dense urban infrastructure
Documented heat vulnerability
Active sustainability agendas

As part of this strategy, FortyGuard continues to engage with public sector leaders, mobility platforms, real estate developers, and infrastructure providers to identify regional pilot opportunities.

11.2 Platform Enhancements

The company is actively evolving its tOS architecture to support:

Time-series visualizations of temperature patterns
Self-improving ML models based on partner feedback and community data
Expanded Temperature Classification Maps (tCMaps) for scalable use in city planning tools

These updates are designed to provide decision-makers with richer, more context-aware analytics on urban heat dynamics.

11.3 Public Accessibility and Open Data

A key part of FortyGuard’s future direction is the democratization of urban heat intelligence. Through its freemium dashboard and API initiatives, the company aims to make localized temperature data accessible to:

Individual users interested in neighborhood heat conditions
Small businesses seeking to optimize customer or employee experience
Researchers working on climate resilience and health equity

This open-access approach is central to FortyGuard’s belief that understanding heat at the local level is a civic right and public necessity.

11.4 Strategic Partnerships and AI Innovation

FortyGuard plans to deepen its collaborations with:

Academic institutions to refine modeling accuracy and validate health-impact correlations
Tech providers like NVIDIA, AWS, and Google to enhance AI efficiency and geospatial resolution
Urban climate alliances to contribute to global knowledge-sharing on data-driven heat mitigation

These partnerships are also key to scaling the application of temperature intelligence across ESG reporting, insurance modeling, and net-zero strategy development.

With extreme heat now recognized as a critical climate risk in cities worldwide, FortyGuard’s strategic roadmap positions it to play a foundational role in building urban environments that are cooler, safer, and more adaptive to a changing planet.

12. References

UAE Ministry of Economy. “FortyGuard Recognized as a Leading Innovator in the UAE’s Future 100 Initiative.” Future100.ae, December 2023. https://future100.ae/en/list-2023
Emirates Global Aluminium. “C3 Ramp-Up Program Announces Top Innovators.” EGA.com, 2023.
Etisalat by e&. “Hello Business Pitch 3 Competition Winners.” Abu Dhabi SME Hub, June 2023. https://www.adsmehub.ae/en/explore/post-details/fortyguard-the-coolest-kid-in-town
Techstars. “FortyGuard Presents at Techstars Miami Demo Day.” Techstars Blog, 2023.
MBRIF. “Mohammed Bin Rashid Innovation Fund – Cohort Highlights.” Zawya, August 2021. https://www.zawya.com/en/press-release/24-innovative-businesses-accepted-into-mohammed-bin-rashid-innovation-fund-accelerator-programs-cohort-b977rm6a
Microsoft. “Microsoft GrowthX Accelerator – Cohort 3 Announced.” Gulf News, September 2022.
Google MENA. “AI First Accelerator: Meet the Startups.” Google Blog, October 2024. https://blog.google/intl/en-mena/company-news/outreach-initiatives/ai-first-accelerator-for-startups-mena-turkey-cohort/
Leading Cities. “QBE AcceliCITY Resilience Challenge Finalists.” LeadingCities.org, October 2021.
Emirates News Agency. “Make it in the Emirates: Startup Winners Announced.” WAM.ae, May 2024.
Earthlanka. “Sustainova Challenge Showcases UAE’s Sustainable Startups.” Earthlanka.net, October 2024.
NVIDIA. “Climate Tech Startups Integrate NVIDIA AI for Sustainability.” NVIDIA Newsroom, April 2024.
COP28 UAE. “Interview with Jay Sadiq, CEO of FortyGuard.” COP28 Coverage, November 2023.
U.S. Department of Commerce. “SelectUSA Investment Summit Startup Directory.” SelectUSA Summit Materials, 2024–2025.
World Utilities Congress. “Cleantech Speakers 2024.” World Utilities Congress Website, 2024.
CNN. “Urban Areas Are Getting Hotter. A Startup From One of the World’s Hottest Cities Wants to Help.” CNN Business, November 2024.
Forbes Middle East. “Meet the Entrepreneur on a Mission to Cool Cities.” Forbes ME, October 2022.
Fast Company Middle East. “How FortyGuard Uses AI to Tackle Urban Heat.” Fast Company ME, November 2022 and February 2024.
Channel News Asia. “Cooler Commutes with FortyGuard’s AI Heat Tool.” CNA, December 2023.
Entrepreneur Middle East. “FortyGuard: Cooling Cities with Data.” Entrepreneur ME, 2021–2024.
PwC Middle East. Net Zero Future50 Report – FortyGuard Profile. November 2023.

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