dwh
dwh GmbH is a Vienna-based decision-support firm that builds Digital Twins and agent-based simulations (including the GEPOC population model) to deliver epidemiological forecasting, healthcare capacity planning, and climate-resilience analytics to Austrian government health authorities, hospital networks, and research institutions.
- Company typePrivate
- Founded2008
- HeadquartersVienna, Austria
- Headcount11–50
- GTM typeB2B
- OfferingServices
What dwh does
dwh GmbH is an Austrian decision-support company headquartered in Vienna, founded in 2008 and operating with 11–50 employees. The firm develops Digital Twins of complex systems using a combination of mathematical modeling, agent-based simulation, and statistical/AI methods, then applies these Digital Twins to deliver advisory services for public-sector and healthcare clients. Its core technology stack centers on the GEPOC agent-based population model (calibrated for Austria using OpenStreetMap building data at the municipal level), the ABT-Framework for agent-based simulation, the scenarify flood simulator, and a COVID-19 multi-model warning system published in Nature's Communications Medicine. The company earned international visibility during the COVID-19 pandemic as a member of the COVID-19 Prognosis Consortium coordinated by GÖG (Gesundheit Österreich GmbH), providing weekly forecasts and intervention scenario analyses to the Austrian Federal Ministry of Health (BMSGPK) and multiple state governments.
dwh's customer base is concentrated in three verticals: (1) Austrian federal and state government health authorities, including BMSGPK and the governments of Vienna, Upper Austria, and Lower Austria; (2) major hospital networks and healthcare provider organizations such as Wiener Gesundheitsverbund and Niederösterreichische Landesgesundheitsagentur; and (3) research institutions, including a long-standing partnership with TU Wien, the COMET-funded DEXHELPP research platform (where CSO Niki Popper serves as Vorstand), UMIT, and the Complexity Science Hub. The firm is also extending into environmental and disaster-management work via the Popsicle project with the European Space Agency, presented at the ESA Living Planet Conference 2025.
The business model is professional-services oriented, with revenue derived from government consulting engagements, funded research projects (via FFG, WWTF, FWF, BMDW, and COMET), and healthcare system analysis work. Pricing is not publicly disclosed and operates on a project-by-project, quote-based basis. Distribution is entirely direct: dwh sells exclusively through senior-led consulting relationships and research consortium partnerships, with no self-service, marketplace, or channel-reseller presence. Geographic footprint is concentrated in Austria (DACH region), with early international scientific visibility but no disclosed commercial expansion outside the home market.
dwh firmographics
Firmographics- Name
- dwh
- Legal name
- dwh GmbH
- Website
- https://dwh.at
- Company type
- Private
- Founded year
- 2008
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- dwh GmbH is a Vienna-based decision-support firm that builds Digital Twins and agent-based simulations (including the GEPOC population model) to deliver epidemiological forecasting, healthcare capacity planning, and climate-resilience analytics to Austrian government health authorities, hospital networks, and research institutions.
- Ownership category
- akta.pro rank
dwh industry classification
Industry- Product category
- Decision Support Consulting
- NAICS
- Computer Systems Design and Related Services (54151), Scientific Research and Development Services (5417), Environmental Consulting Services (54162)
- SIC
- Services-Computer Integrated Systems Design (7373), Services-Commercial Physical & Biological Research (8731)
- akta.pro primary industry
- Environmental Digital Twins & Predictive Analytics (Sensor Fusion, Forecasting, Optimization) (EUAHAKAJ)
- akta.pro secondary industry
- Disaster Risk Reduction & Climate Risk Management (BPADALAK)
Keywords
Where dwh is headquartered
LocationHeadquarters
- HQ city
- Vienna
- HQ country
- Austria
- HQ region
- Europe
Offices1 record
Markets served
dwh business model
Business model- GTM type
- B2B
- Offering type
- Services
- Cost components
- Personnel, Technology or R&D, Operations, Marketing or Sales, Others
Revenue model
- Government Consulting Services: dwh provides consulting services to Austrian government bodies including the Federal Ministry for Social Affairs, Health, Care and Consumer Protection (BMSGPK), state governments (Upper Austria, Lower Austria, Vienna), and government agencies. These engagements involve epidemiological modeling, scenario calculations, and decision support for public health policy.
- Research Projects and Grants: The company participates in funded research projects in collaboration with academic institutions and funding bodies including FFG (Austrian Research Promotion Agency), WWTF (Vienna Science and Technology Fund), FWF (Austrian Science Fund), and BMDW (Federal Ministry for Digital and Economic Affairs). Projects include epidemiological modeling, health technology assessment, and simulation methodology development.
- Healthcare System Analysis: Services for healthcare providers including hospital capacity planning, resource modeling, and process optimization. Collaborations include Wiener Gesundheitsverbund (Vienna Health Association) and Niederösterreichische Landesgesundheitsagentur (Lower Austria Health Agency).
Go-to-market motion1 record
Distribution channels3 records
Marketing channels6 records
dwh product offering
Product offeringCore offering
dwh GmbH develops Digital Twins of complex systems and provides advisory services built on scientific modeling, simulation, and data analysis. The company delivers decision-support consulting to Austrian government agencies, healthcare providers, and research institutions through proprietary frameworks including the GEPOC agent-based population model, the ABT-Framework, the scenarify flood simulator, and a published COVID-19 epidemiological multi-model warning system. Engagements focus on epidemiological forecasting, hospital capacity planning, intervention scenario analysis, and climate-resilience modeling.
Product overview
dwh GmbH is a Decision Support company offering scientific consulting services built around simulation and modeling technologies. Their core products include GEPOC (agent-based population model for Austria), the ABT-Framework for agent-based simulation, and the COVID-19 epidemic simulation system. These products work together to enable complex system modeling, scenario analysis, and data-driven decision making for clients in government, healthcare, and research sectors. The company specializes in creating Digital Twins of systems to simulate dynamic processes, evaluate interventions, and provide forecasts for strategic planning.
Differentiator
Problem solved
Functional benefit
Products and services
- GEPOC (Generic Agent-Based Population Model for Austria) A generic agent-based population model for Austria that represents a statistically representative Austrian population, with distribution algorithms refined using OpenStreetMap building data at the municipal level; supports epidemiological modeling, population behavior simulation, and decision support for government and healthcare clients.
- scenarify (Flood Simulator) A high-resolution flood simulation tool integrated with satellite earth observation data and the GEPOC population model; used to simulate flood scenarios and their impacts on infrastructure, evacuation processes, and population migration patterns.
- ABT-Framework (Agent-Based Simulation Tool) An agent-based simulation framework used for modeling and analyzing complex systems, particularly in epidemiological contexts; supports evaluation of interventions, resource allocation scenarios, and policy alternatives.
- COVID-19 Epidemic Simulation Simulation-based COVID-19 forecasting system providing weekly predictions for case numbers and hospital capacity utilization, plus evaluation of intervention measures; developed for Austrian federal and state government decision-makers and published in Nature Communications Medicine.
Quantifiable outcome
- Developed COVID-19 early warning system published in Nature's Communications Medicine, supporting Austrian policy-making during the pandemic
- +3 more outcomes
Companies that use dwh
Customer profileNamed customers8 records
Segments4 records
Ideal customer profiles4 records
dwh technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability5 records
Feature5 records
dwh partnerships and signals
Strategic signalPartnerships
Eight partnerships are on record, tiered core and minor.
- GÖG (Gesundheit Österreich GmbH)coreGÖG is the Austrian National Public Health Institute and key coordination partner for Austria's COVID-19 response. dwh collaborates with GÖG on the COVID-19 Prognosis Consortium, providing epidemiological modeling and scenario calculations that inform national health policy decisions. This partnership represents dwh's primary channel for contributing to Austrian pandemic response.
- TU Wien (Vienna University of Technology)coreLong-standing academic partnership with TU Wien's 'Modellbildung und Simulation' (Modeling and Simulation) research group led by Niki Popper. The collaboration includes joint development of the GEPOC agent-based population model, research projects on simulation methodology, and academic publications. The partnership combines academic research excellence with practical application expertise.
- DEXHELPP (Research Platform)coreDEXHELPP is a COMET-funded research platform focused on developing new methods for health system analysis. dwh GmbH is a founding member of DEXHELPP, with CSO Niki Popper serving as chairman of the platform. The partnership enables development of advanced modeling technologies and provides access to funding for health system research.
- ESA (European Space Agency)minorCollaboration through the Popsicle research project, which combines ESA earth observation satellite data with dwh's flood simulation and population modeling capabilities. The project was presented at ESA's Living Planet Conference 2025, demonstrating integration of satellite data with simulation models for climate resilience planning.
- Complexity Science HubminorResearch collaboration on the WWTF-funded project 'Synthesis of Disease Spread and Network Data for Covid-19 Simulation'. Combines dwh's simulation expertise with Complexity Science Hub's network analysis capabilities for enhanced epidemiological modeling.
- UMIT (Private University for Health Sciences, Medical Informatics and Technology)minorAcademic partnership for vaccination strategy research including the TAV-COVID project (Targeted COVID-19 Vaccination Strategies). Collaboration involves agent-based modeling evaluation considering limited vaccination capacities, combining dwh's simulation capabilities with UMIT's public health expertise.
- Gesundheitsverbund Wien (Vienna Health Association)coreCollaboration with Vienna's major hospital network on epidemic simulation and scenario planning. dwh provides modeling support for SARS-CoV-2 epidemic projections in Vienna and advises on hospital capacity planning based on simulation results.
- Niederösterreichische Landesgesundheitsagentur (Lower Austria Health Agency)coreOngoing collaboration on COVID-19 model calculations for Lower Austrian healthcare facilities. dwh provides scenario analysis and prognosis support to help the agency plan for hospital capacity needs during the pandemic.
Scale indicators4 records
Recent moves6 records
Expansion highlights5 records
dwh competitors and assessment
Company assessmentDirect peers
- AnyLogic: Simulation software vendor specializing in agent-based, discrete event, and system dynamics modeling. Highly comparable to dwh's GEPOC and ABT-Framework approach, with overlap in consulting and government customer segments.
- d-fine: European consulting firm specialized in quantitative methods, data science, and risk modeling for financial and public-sector clients. Closely comparable to dwh in scale (mid-sized), technical orientation, and European/government customer base, though weighted toward financial services.
- RAND Corporation: Independent research institution providing objective analysis and decision support to governments on policy, health, and security. Directly comparable to dwh in the policy decision-support niche, though much larger and U.S.-based.
- IHME (Institute for Health Metrics and Evaluation): Independent population health research institute producing global health forecasts and burden-of-disease analyses. Comparable to dwh on epidemiological modeling for public health policy, though operating at global rather than national scale.
Emerging players
- Simul8: Simulation software vendor focused on process and healthcare simulation. Comparable to dwh's hospital capacity and process optimization work but smaller and more software-product oriented than dwh's bespoke consulting model.
Others
- Complexity Science Hub Vienna: Vienna-based research organization focused on complexity science, network analysis, and epidemiological modeling. Already a research partner with dwh on the WWTF Covid-19 project; relevant peer given shared domain and geographic overlap.
Broad incumbents
- Palantir Technologies: Provider of Foundry and Gotham data analytics and decision-support platforms used by governments and healthcare institutions. Overlaps with dwh's digital twin and decision-support value proposition but at vastly larger scale and broader scope.
- Dassault Systèmes: Provider of the 3DEXPERIENCE digital twin platform with applications across infrastructure, healthcare, and environmental modeling. Competes in the digital twin space with much broader portfolio and enterprise sales reach than dwh.
- Siemens Digital Industries (Xcelerator): Industrial digital twin and simulation portfolio targeting manufacturing, infrastructure, and increasingly public-sector use cases. Comparable to dwh on digital twin methodology but with vastly larger engineering and platform resources.
Regional players
- Robert Koch Institute: German federal public health institute responsible for disease surveillance and epidemiological modeling. Comparable in function (national public health modeling) and overlap with dwh's COVID-19 work, but serves Germany rather than Austria.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights6 records
Customer concentration
dwh social profiles
Digital presencedwh financial estimates
Financial estimateRevenue estimate
Valuation estimate
dwh leadership team
Management profileNumber of profiles
Profiles1 record
dwh funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
dwh M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about dwh
What does dwh do?
dwh GmbH develops Digital Twins of complex systems and provides advisory services built on scientific modeling, simulation, and data analysis. The company delivers decision-support consulting to Austrian government agencies, healthcare providers, and research institutions through proprietary frameworks including the GEPOC agent-based population model, the ABT-Framework, the scenarify flood simulator, and a published COVID-19 epidemiological multi-model warning system. Engagements focus on epidemiological forecasting, hospital capacity planning, intervention scenario analysis, and climate-resilience modeling.
Is dwh a public or private company?
dwh is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was dwh founded?
dwh was founded in 2008. It employs 11 to 50 people.
Where is dwh based?
dwh is headquartered in Vienna, Austria, in the Europe region.
How does dwh make money?
Three revenue lines are on record. Government Consulting Services are the primary driver. The others are research Projects and Grants and healthcare System Analysis.
Who are dwh's main competitors?
Direct peers on record are AnyLogic, d-fine, RAND Corporation and IHME (Institute for Health Metrics and Evaluation). Simul8 is listed as an emerging player. Complexity Science Hub Vienna is listed as an others. Broad incumbents are Palantir Technologies, Dassault Systèmes and Siemens Digital Industries (Xcelerator). Robert Koch Institute is listed as a regional player.
Does dwh have an API?
No public API is recorded for dwh.
What industry is dwh in?
dwh's product category is Decision Support Consulting. Its primary akta.pro industry code is EUAHAKAJ, Environmental Digital Twins & Predictive Analytics (Sensor Fusion, Forecasting, Optimization), with a secondary code of BPADALAK, Disaster Risk Reduction & Climate Risk Management. Its NAICS code is 54151 and its SIC code is 7373.