What SwissAI does

SwissAI is a Swiss-headquartered enterprise AI vendor, founded in 2020 as a spin-off of ETH Zurich, building on more than a decade of academic R&D into agent-based modelling. The company's core technology is an agent-based AI platform composed of human digital twins (representing more than 1.6 billion people), detailed machine-centric technology models, and infrastructure-level digital twins. These models dynamically simulate supply, demand, and human behaviour across seconds to multi-decade time horizons and are deployed across four vertical products: AIOME (EV charging network planning), PLENTY (renewable and energy-system planning), HUMAQ (real estate and urban development), and OFLEET (fleet and logistics optimisation).

The platform is monetised through subscription-based SaaS/PaaS licensing, supplemented by professional services for custom implementation and scenario analysis, with quotation-based, multi-year enterprise contracts. Customers are predominantly large enterprises and public-sector entities: Mercedes-Benz Mobility AG, Kajima Corporation, Hitachi, BKW, Fluxys, EOS Holding, PNE Wind, SGSW, Presight AI, FluxSwiss, and the Canton Sarajevo government. End markets span automotive/mobility, energy, real estate, and logistics, with named operational geographies covering Europe, Japan, the USA, the UAE, and Southeast Asia.

Go-to-market is enterprise field sales, complemented by thought leadership at flagship events (Davos AI House, GITEX Global, ETH Zurich International Cooperation Forum), strategic partnerships with majors such as Mercedes-Benz Mobility AG and Presight AI, and a multi-stakeholder urban-planning collaboration in Sarajevo backed by the Swiss State Secretariat for Economic Affairs. The company is privately held, with Dr. Anna Gawlikowska as CEO and a headquarters at Poststrasse 24, Zug, Switzerland; no institutional funding rounds or revenue figures have been disclosed.

Name

SwissAI

Legal name

Swiss AI AG

Website

https://swissai.com

Company type

Private

Founded year

2020

Operating status

Operating

Headcount range

11–50 employees

Short description

SwissAI provides an agent-based AI platform with GDPR-compliant human digital twins covering 1.6 billion people for demand forecasting and decision optimization across energy, mobility, real estate, and logistics, sold as enterprise SaaS to multinational corporations and public-sector clients.

Ownership category

akta.pro rank

Product category

AI Simulation & Forecasting Software

NAICS

Software Publishers (513210)

SIC

Services-Prepackaged Software (7372)

akta.pro primary industry

Smart Building Software Platforms (IWMS/CAFM Integration, Digital Twin, Command Center) (BPABAGAG)

akta.pro secondary industries

Building Digital Twins, Commissioning & Performance Analytics (HSAPAPAO), Environmental Digital Twins & Predictive Analytics (Sensor Fusion, Forecasting, Optimization) (EUAHAKAJ), Digital Twin for Manufacturing & Production Optimization (IMAIAMAO)

Keywords

• Agent-based AI modelling
• Digital twin platform
• Demand forecasting software
• Infrastructure simulation
• Predictive analytics platform

Headquarters

HQ city

Zug

HQ country

Switzerland

HQ region

Europe

Offices2 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Infrastructure, Marketing or Sales, Operations

Revenue model

1. SaaS Platform Subscriptions: SwissAI offers Software as a Service (SaaS) solutions providing access to AI-powered analysis and forecasting platforms. Customers access AIOME, PLENTY, HUMAQ, and OFLEET through subscription-based licensing.
2. PaaS (Platform as a Service): SwissAI provides Platform as a Service solutions utilizing agent-based modelling for bottom-up GDPR-compliant characteristics of human choice. Offers detailed, predictive scenarios for informed and optimised decision-making.
3. Professional Services & Consulting: Custom implementation, analysis, and consulting services for enterprise clients including scenario analysis, system integration, and strategic planning support.

Pricing tiers

Go-to-market motion2 records

Distribution channels3 records

Marketing channels5 records

Core offering

SwissAI develops and sells a suite of AI-powered SaaS/PaaS platforms (AIOME, PLENTY, HUMAQ, OFLEET) built on agent-based modelling and GDPR-compliant human digital twins. The platforms forecast demand and optimise strategic and operational decisions across energy, mobility, real estate, and logistics sectors by simulating human behaviour and infrastructure dynamics.

Product overview

SwissAI offers a SaaS and PaaS platform centred around human behaviour and demand forecasting. The product portfolio consists of four integrated modules: AIOME (electric mobility and EV charging infrastructure optimisation), PLENTY (energy transition and renewable energy planning), HUMAQ (real estate and urban planning with digital twin technology), and OFLEET (fleet operations and logistics optimisation). The platform utilises agent-based modelling and GDPR-compliant human digital twins to provide bottom-up demand forecasting and scenario analysis across energy, mobility, real estate, and logistics sectors.

Differentiator

Problem solved

Functional benefit

Products and services

• AIOME AI-Optimisation Platform for Electric Mobility. Provides AI-powered forecasting for strategic deployment of EV charging networks, optimal placement of charging stations, user demand prediction, competitive analysis, and dynamic strategy adaptation. Targeted at automotive OEMs, charge point operators, and EV infrastructure developers.
• PLENTY AI-Planning Platform for Energy Transition. Evaluates and optimises renewable energy systems, assesses generation, transmission and demand for electricity, heat and gas systems, and provides data for site acquisition and portfolio optimisation. Targeted at energy developers, utilities, and BESS developers.
• HUMAQ Human-Centered Design and Acquisition platform using advanced digital twin technology for futuristic simulations and real-time optimisation of building use, investment attractiveness, transit demands, and urban dynamics. Targeted at real estate developers, investors, urban planners, and city governments.
• OFLEET AI-Optimisation Platform for Fleet Operation. Streamlines fleet management by optimising delivery schedules and routes in planning and operations for cost-efficiency. Targeted at fleet operators, couriers, logistics centres, ports, and shipping companies.
• Professional Services & Consulting Custom implementation, scenario analysis, system integration, and strategic planning support for enterprise clients deploying SwissAI's platforms.

Quantifiable outcome

• Up to 33% improvement in profitability
• +10 more outcomes

Named customers12 records

Segments4 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability4 records

Feature7 records

Partnerships

Six partnerships are on record, tiered flagship and core.

• Presight AIflagshipStrategic or Co-development Partner · 14 October 2024Strategic Memorandum of Understanding signed at GITEX Global 2024. SwissAI and Presight collaborate on urban planning through AI-powered solutions, leveraging SwissAI's advanced technology and Presight's expertise in big data analytics and Generative AI. Focus areas include urban data analytics, traffic patterns, energy consumption optimization, smart mobility, and sustainable city management. Partnership aims to transform cities into smarter, more efficient, and sustainable environments.
• FluxSwisscoreStrategic or Co-development PartnerCollaboration agreement signed to explore performance of AI in energy infrastructure modelling. Partnership marks first step towards AI-enabled system modelling for energy transition. FluxSwiss leverages SwissAI's AI-based analysis and forecasting expertise to widen scope to entire European geography. Integration aims to simulate impacts of supply and demand evolutions, policy orientations, and human behaviour on energy systems.
• Mercedes-Benz Mobility AGcoreGTM or Marketing PartnerMercedes-Benz Mobility AG chose SwissAI as AI provider for network planning and site selection for their global high-power charging network. SwissAI provides AIOME platform for accelerating location selection and charging infrastructure deployment plans. Partnership supports development of approximately 2000 charging hubs and 10,000 high-power chargers across China, North America and Europe by end of decade.
• ETH Zurich (Klumpner Chair of Architecture and Urban Design)coreStrategic or Co-development PartnerMulti-stakeholder partnership for Urban Transformation Project Sarajevo (UTPS). ETH Zurich's Klumpner Chair collaborates with SwissAI for quantitative, data-driven assessments and novel 4D digital aesthetics. Partnership develops first digital urban twin of Canton Sarajevo to support development of new Cantonal Urban Plan 2040.
• Canton Sarajevo / University of SarajevocoreStrategic or Co-development PartnerMulti-stakeholder partnership for Urban Transformation Project Sarajevo (UTPS). Supported by Swiss State Secretariat for Economic Affairs (SECO). Collaboration aims to enable urban transformation through digital twins and large-scale, agent-based, bottom-up simulations.
• Swiss State Secretariat for Economic Affairs (SECO)coreStrategic or Co-development PartnerSECO-funded Urban Transformation Sarajevo project. SwissAI supports development of first digital urban twin of Canton Sarajevo for urban planning purposes, supporting economic development initiatives.

Scale indicators15 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• AnyLogic: AnyLogic provides multi-method simulation software with a leading agent-based modeling capability — the same core technology as SwissAI's platform. They serve overlapping enterprise customers across supply chain, manufacturing, healthcare, and logistics, making them the closest technology analogue despite a more generic, less infrastructure-focused positioning.
• Bentley Systems: Bentley's iTwin Platform offers digital twin technology for infrastructure engineering across roads, rail, utilities, and buildings — directly competing with SwissAI's HUMAQ and PLENTY offerings. As a publicly-listed infrastructure software leader with deep AEC relationships, Bentley is the most established direct competitor in the digital twin for built-environment category.
• Cityzenith: Cityzenith's SmartWorld platform provides digital twin technology specifically for commercial real estate, smart cities, and ESG — directly comparable to SwissAI's HUMAQ module. Both target building owners, developers, and city governments with 3D digital twins and predictive analytics.
• Willow: Willow provides digital twin software for buildings and infrastructure with strong presence in real estate and facilities management. They compete with SwissAI's HUMAQ in the building digital twin category, particularly for portfolio-level asset optimization.

Emerging players

• Neara: Neara builds digital twin software for utility infrastructure including energy networks and transmission — directly overlapping with SwissAI's PLENTY energy planning platform. Both target energy utilities and developers with physics-based simulation for infrastructure planning.
• Aurora Solar: Aurora Solar provides AI-driven site selection and production forecasting for solar developers. While narrower than SwissAI's PLENTY (solar-only vs. full energy transition), they share the same AI-based infrastructure planning value proposition and energy developer customer base.
• Vianova: Vianova provides digital twin and data analytics for mobility and urban infrastructure, including EV charging, parking, and curb management. They compete with SwissAI's AIOME for mobility infrastructure planning customers, particularly city governments and mobility operators.

Broad incumbents

• Dassault Systèmes: Dassault's 3DEXPERIENCE platform offers digital twin and simulation across manufacturing, infrastructure, and cities. While much broader than SwissAI, their cities/territory planning capabilities and enterprise relationships (including with named SwissAI customers like Kajima) make them a broad incumbent peer.
• Siemens Digital Industries Software: Siemens Xcelerator and MindSphere provide industrial digital twin and IoT simulation across manufacturing, energy, and infrastructure. They serve overlapping energy and mobility customers with mature platforms, competing with SwissAI's PLENTY and AIOME offerings.
• ANSYS: ANSYS is a leading engineering simulation provider with broad multiphysics capabilities. While more physics-focused than agent-based, ANSYS competes in adjacent simulation categories for energy systems, automotive, and infrastructure — the same enterprise buyers as SwissAI.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks1 record

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/swiss-ai-ag

Compliance1 record

Revenue estimate

Valuation estimate

Number of profiles

Profiles1 record

Funding overview

Funding rounds1 record

Investors1 record

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about SwissAI