infrared.city

Cover Block

PUBLIC

Name	infrared.city
Tagline	AI-powered climate simulation SaaS platform for the built environment, offering real-time wind, thermal comfort, and solar analysis.
Headquarters	Vienna, Austria
Founded	2023
Stage	Pre-Seed
Business Model	SaaS
Industry	Cleantech / Climatetech
Technology	AI / Machine Learning
Geography	Western Europe
Growth Profile	Venture Scale
Founding Team	Academic Spinout
Funding Label	Pre-seed
Total Disclosed	~$1.1M (€1M) [xista science ventures, October 2023]

Links

PUBLIC

• Website: https://infrared.city/
• LinkedIn: https://www.linkedin.com/company/infrared-city

Executive Summary

PUBLIC

Infrared City is an AI-powered climate simulation platform that aims to compress months of specialized environmental analysis into a real-time, iterative design tool for architects and urban planners. The company's academic spin-out status from the Austrian Institute of Technology provides a credible foundation for tackling a complex, high-stakes problem in sustainable urban development [EuroQuity, retrieved 2024].

Founded in 2023, the Vienna-based startup has developed a browser-based SaaS product that integrates radiation physics, AI-powered wind analysis, and thermal comfort models to provide immediate feedback on solar, wind, and heat stress performance [infrared.city, retrieved 2024]. This positions it as a potential wedge against traditional, labor-intensive computational fluid dynamics (CFD) consulting.

The founding team is led by Angelos Chronis, who previously headed the City Intelligence Lab at the Austrian Institute of Technology, anchoring the venture in deep technical and research expertise [investinaustria.at, retrieved 2024]. The company closed a €1 million pre-seed round in October 2023, led by xista science ventures with participation from a syndicate of European climate and deep-tech funds [xista science ventures, October 2023].

Over the next 12-18 months, the critical watchpoints will be the transition from a research-validated tool to commercial deployment with named enterprise customers, and the platform's ability to demonstrate clear return on investment for design and planning firms. The verdict in Analyst Notes turns on whether the team can translate its technical authority into scalable sales motion and user adoption.

Data Accuracy: GREEN -- Core company description and funding details are confirmed by multiple independent sources including xista science ventures and EuroQuity. Team background is corroborated by institutional profiles.

Taxonomy Snapshot

Axis	Value
Stage	Pre-Seed
Business Model	SaaS
Industry / Vertical	Cleantech / Climatetech
Technology Type	AI / Machine Learning
Geography	Western Europe
Growth Profile	Venture Scale
Founding Team	Academic Spinout
Funding	Pre-seed (total disclosed ~$1,100,000)

Company Overview

PUBLIC

Infrared City GmbH, operating as infrared.city, is a Vienna-based climate technology company that formally spun out of the Austrian Institute of Technology (AIT) in 2023 [EuroQuity]. The company's origin is rooted in five years of prior research and development within AIT's City Intelligence Lab, which was headed by co-founder Angelos Chronis [investinaustria.at, October 2024]. This academic spin-out narrative provides a foundational credibility for its core technology, positioning the venture as a commercial vehicle for applied research in urban climate simulation.

The company's key early milestone was a pre-seed funding round of €1 million (approximately $1.1 million) in October 2023, led by the Austrian deep-tech investor xista science ventures [xista science ventures, October 2023]. The round included participation from a consortium of European investors, including 2bX, Heartfelt, Antler, and P3A Ventures, signaling early validation from the venture and accelerator ecosystem. Following this capital infusion, the company has focused on product development and early commercialization of its SaaS platform, though it has not publicly disclosed specific customer deployments or partnerships.

Data Accuracy: GREEN -- Confirmed by Crunchbase, company website, and investor press release.

Product and Technology

MIXED The core proposition is a reduction in time and expertise required for climate-sensitive design. The platform is described as turning analysis that traditionally requires months-long expert consultations into instant, iterative intelligence [PERPLEXITY SONAR PRO BRIEF, retrieved 2024]. This is achieved by applying proprietary machine learning models to physics-based simulations, providing real-time feedback on solar, wind, thermal comfort, and heat stress performance for buildings and urban spaces [infrared.city, retrieved 2024]. The workflow is browser-based, allowing users to upload or configure a project, run simulations, and post-process results within the same interface [PERPLEXITY SONAR PRO BRIEF, retrieved 2024].

Key product surfaces include an AI Assistant that combines large language models with specialized knowledge of urban microclimate principles and building physics [infrared.city, retrieved 2024]. The company claims specific performance metrics, though these are sourced only from its own website: the platform can generate a full climate report in five minutes, run individual simulations in under a minute, and has been used to optimize over 1,300 projects, delivering performance gains of over 10% [infrared.city, retrieved 2024]. The technology stack is not explicitly detailed, but the requirement for running complex simulations in a browser suggests a cloud-native architecture with significant backend compute resources (inferred from product claims).

Data Accuracy: YELLOW -- Product claims are detailed on the company's website and corroborated by investor announcements, but specific performance metrics and the AI Assistant's capabilities are not independently verified. The technology stack is inferred.

Market Research

PUBLIC The push for climate-resilient urban design has moved from a theoretical concern to a pressing operational and regulatory requirement for the architecture, engineering, and construction (AEC) industry.

Quantifying the total addressable market for specialized climate simulation software is challenging, as it sits at the intersection of several larger, established sectors. A useful analog is the broader market for architectural design and engineering software, which was valued at approximately $9.5 billion in 2022 and is projected to grow at a compound annual rate of 7.5% through 2032 [Grand View Research, 2023]. Within this, the niche for environmental performance analysis is expanding, driven by demand for tools that address specific regulatory mandates on energy efficiency, thermal comfort, and pedestrian safety. The absence of a dedicated, third-party market sizing report for AI-powered urban microclimate simulation suggests the segment is still emerging, with the initial serviceable market likely concentrated among forward-looking architecture firms, urban planning departments, and sustainability consultants in Europe and North America.

Demand is anchored in three converging tailwinds. First, tightening building codes and municipal climate action plans are creating a compliance-driven need for more granular environmental analysis. The European Union's Energy Performance of Buildings Directive (EPBD) recast and various local ordinances mandating solar access or wind comfort studies create a regulatory pull for quantifiable simulation data [European Commission]. Second, the material risks of climate change, including urban heat islands and extreme weather events, are prompting real estate developers and city planners to proactively model resilience, moving beyond basic energy modeling to holistic microclimate assessment. Third, the industry-wide digitization of design workflows, accelerated by the adoption of Building Information Modeling (BIM), has created a software-native environment where integrated simulation tools can find a foothold more readily than standalone consulting services.

The primary adjacent market is the established ecosystem of computational fluid dynamics (CFD) and environmental simulation software, traditionally the domain of specialist engineers using tools like ANSYS Fluent or OpenFOAM. This represents both a substitute and a potential upgrade path, as infrared.city's value proposition centers on democratizing access to similar insights. A second adjacent market is the broader proptech and smart city analytics sector, which includes platforms for urban data visualization and planning but often lacks the physics-based simulation core. The competitive threat or partnership opportunity lies in whether generalist urban tech platforms develop these capabilities in-house.

Metric	Value
Architectural Design Software (2022)	9.5 $B
Projected CAGR (2023-2032)	7.5 %

The projected growth in the foundational architectural software market indicates a receptive and expanding customer base for advanced, niche applications. The regulatory and climate risk drivers suggest the specific wedge for microclimate simulation is not a transient trend but a structural shift in how the built environment is assessed.

Data Accuracy: YELLOW -- Market sizing is drawn from an analogous, broader sector report. Demand drivers are cited from regulatory publications and industry analysis, but a dedicated TAM for the specific product category is not publicly available.

Competitive Landscape

MIXED Infrared City enters a market where the primary competition is not other startups, but the incumbent workflow of manual analysis and legacy simulation tools. The company's position is defined by its attempt to replace a process, not just a piece of software.

A direct comparison with the few named competitors reveals a focus on speed and accessibility over depth.

Company	Positioning	Stage / Funding	Notable Differentiator	Source
infrared.city	AI-powered, real-time climate simulation SaaS for architects & planners.	Pre-seed, ~$1.1M (2023).	Browser-based, ML-driven speed (minutes vs. weeks). Academic spinout from AIT.	[xista science ventures, October 2023]
Autodesk Forma	Cloud-based conceptual design & analysis within the Autodesk AEC ecosystem.	Product of Autodesk Inc. (public).	Deep integration with Revit, BIM 360. Part of a dominant, established software suite.	[Autodesk]
cove.tool	Web-based platform for building performance modeling, focusing on energy, daylight, and cost.	Venture-backed (Series A).	Strong emphasis on automated code compliance and energy modeling, with a US-centric regulatory focus.	[cove.tool]
ClimateStudio	Standalone, high-fidelity environmental analysis software for advanced simulation.	Product of Solemma LLC.	Physics-based engine favored by specialist consultants for its accuracy and customization.	[Solemma]

The competitive map segments into three distinct approaches. On one end are the high-fidelity, specialist tools like ClimateStudio, which offer granular control and validated physics models but require significant expertise and compute time. These are the tools infrared.city aims to displace for early-stage design iteration. In the middle are integrated platform plays, most notably Autodesk Forma, which bundles basic environmental analysis into a broader design and documentation workflow. The threat here is bundling; a designer may accept a less sophisticated analysis if it is seamlessly integrated into their primary tool. On the other end are web-native challengers like cove.tool, which share infrared.city's SaaS model and focus on accessibility but have historically prioritized different performance metrics, such as energy use and daylighting over detailed urban microclimate.

Infrared City's defensible edge today is its academic pedigree and the resulting simulation speed. The five years of R&D at the Austrian Institute of Technology provides a credibility anchor for its underlying models that a purely commercial startup would lack [EuroQuity]. The promise of sub-one-minute simulations for wind or solar analysis creates a wedge into workflows where speed enables exploration, not just validation. This edge is perishable, however. It depends on maintaining a technological lead in ML model accuracy and inference speed, a race where well-funded incumbents like Autodesk could quickly close the gap by acquiring similar talent or technology.

The company's most significant exposure is to channel ownership and workflow entrenchment. Autodesk controls the dominant design environment for its target customers; convincing firms to adopt a separate, best-of-breed tool for a single analysis phase presents a persistent integration and sales friction. Furthermore, while infrared.city excels at conceptual analysis, it does not yet appear to address the later-stage, compliance-driven needs that tools like cove.tool have built their business on, such as generating LEED or local building code documentation. This limits its potential contract value and stickiness.

The most plausible 18-month scenario is one of segmentation. If regulatory pressure for climate-resilient design accelerates in European municipalities, infrared.city's focus on urban-scale microclimate could become a decisive winner, as generalist tools struggle to model complex wind and heat island effects at city scale. In that case, a firm like Autodesk might find it easier to partner with or acquire infrared.city rather than rebuild the capability. Conversely, if the adoption of AI simulation features within mainstream CAD platforms accelerates, the loser would be any standalone web tool, including infrared.city, that cannot demonstrate a clear, defensible performance advantage beyond mere convenience. Its fate would hinge on proving that its AI models deliver insights qualitatively different from those baked into the incumbent's next update.

Data Accuracy: YELLOW -- Competitor profiles are based on public positioning; infrared.city's differentiation claims are from its own materials. Funding and stage data for competitors is not uniformly current.

Opportunity

PUBLIC

If infrared.city can successfully productize and scale its academic-grade climate simulation engine, it could become the foundational software layer for climate-resilient urban development, a market where regulatory pressure and physical risk are mandating new tools.

The headline opportunity is to establish the company as the default simulation platform for sustainable design, effectively replacing legacy computational fluid dynamics (CFD) software and manual consultancy for early-stage urban planning. This outcome is reachable because the core technology is not a novel AI model but a repackaging of validated, five-year R&D from a leading European research institute into a consumable SaaS workflow [EuroQuity, retrieved 2024]. The wedge is speed and accessibility: turning months of expert analysis into minutes of automated feedback creates a new market of users,architects, urban planners, municipal agencies,who previously could not afford or access this depth of analysis. The company's positioning as a spin-out from the Austrian Institute of Technology grants it immediate credibility in a field where scientific rigor is non-negotiable, providing a launchpad to capture the early adopter segment in architecture and planning firms.

Growth is not a single path but a branching set of scenarios, each with a distinct catalyst.

Scenario	What happens	Catalyst	Why it's plausible
The Planning Standard	Municipalities adopt the platform as a mandatory tool for development approval, creating a regulated revenue stream.	A major European city (e.g., Vienna, Barcelona) publicly partners with infrared.city to integrate its simulations into the official planning portal.	Public authorities are under EU and local mandates to enact climate adaptation plans; the platform's focus on pedestrian wind comfort and heat stress directly addresses these policy needs [infrared.city, retrieved 2026].
The AEC Software Module	The technology is embedded as a premium feature within major architecture, engineering, and construction (AEC) software suites like Autodesk Revit or ArcGIS.	A strategic partnership or white-label deal with a dominant CAD/BIM vendor is announced.	The browser-based, API-friendly nature of the product [PERPLEXITY SONAR PRO BRIEF, retrieved 2024] and the vendor's historical appetite for acquiring simulation capabilities (e.g., Autodesk's acquisition of Spacemaker) make this a logical expansion path.

Compounding for infrared.city would manifest as a data and workflow moat. Each project run on the platform generates structured data on microclimates, building geometries, and performance outcomes. This proprietary dataset, unique in its scale and granularity, could continuously refine the underlying AI models, improving accuracy and creating a feedback loop where the best insights come from the platform with the most historical simulations. Early evidence of this flywheel is not yet public in the form of published performance benchmarks, but the architecture supports it: the platform is described as using state-of-the-art machine learning models that provide real-time feedback [PERPLEXITY SONAR PRO BRIEF, retrieved 2024], a system designed to learn from use.

The size of the win can be framed by looking at comparable companies that have productized complex simulation. Autodesk's acquisition of AI-powered urban design platform Spacemaker for $240 million in 2020 provides a precedent for the value of bringing AI to early-stage design [TechCrunch, November 2020]. As a standalone public company, a closer, though larger, peer is simulation software firm Ansys, which trades at a revenue multiple that reflects the high strategic value of validated engineering software. If the "Planning Standard" scenario plays out and infrared.city captures a material share of the European urban planning software market, a valuation in the high hundreds of millions is conceivable (scenario, not a forecast). This outcome hinges on transitioning from a powerful tool to an indispensable standard, a journey the company's academic roots and pre-seed funding have begun.

Data Accuracy: YELLOW -- The opportunity analysis is based on the company's stated product capabilities and market positioning, with scenario plausibility inferred from industry trends. The cited acquisition precedent is a confirmed public event.

Sources

PUBLIC

1. [xista science ventures, October 2023] Infrared City Raises €1M in Pre-Seed Funding to Develop AI-driven Climate Simulation Tool for the Built Environment | https://xista.vc/news/detail/infrared-city-pre-seed

2. [EuroQuity, retrieved 2024] infrared.city | https://www.euroquity.com/en/company/infraredcity

3. [investinaustria.at, retrieved 2024] infrared.city: Startup Revolutionizes Architecture with AI, Secures €1 Million Investment for Climate-Conscious Design | https://investinaustria.at/en/blog/infraredcity-vienna-startup-revolutionizes-architecture-with-ai-secures-eur1-million-investment-for-climate-conscious-design/

4. [infrared.city, retrieved 2024] Infrared - AI-Powered Environmental Simulations | https://infrared.city/

5. [PERPLEXITY SONAR PRO BRIEF, retrieved 2024] Web-grounded research brief on infrared.city | https://infrared.city/

6. [Grand View Research, 2023] Architectural Design Software Market Size, Share & Trends Analysis Report | https://www.grandviewresearch.com/industry-analysis/architectural-design-software-market

7. [European Commission] Energy Performance of Buildings Directive | https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficient-buildings/energy-performance-buildings-directive_en

8. [Autodesk] Autodesk Forma | https://www.autodesk.com/products/forma/overview

9. [cove.tool] cove.tool | https://www.cove.tools/

10. [Solemma] ClimateStudio | https://www.solemma.com/climatestudio

11. [infrared.city, retrieved 2026] Knowledge Base , infrared city | https://infrared.city/knowledge-base/

12. [TechCrunch, November 2020] Autodesk acquires AI-powered urban design platform Spacemaker for $240M | https://techcrunch.com/2020/11/17/autodesk-acquires-ai-powered-urban-design-platform-spacemaker-for-240m/