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Through artificial intelligence, we provide real-time insights into companies, including their technology use, innovation activities, sustainability engagement and connectivity, and many more. For this, our webAI analyses the websites of all European companies.
Des clients de toute l'Europe font confiance aux données d'ISTARI.AI















How is webAI data used by your industry
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Customer Highlights
Social Innovation in Companies
AI Company Mapping Denmark
Pandemic Impact Monitoring
Web technology skills of companies
Regional Network Analysis
Customer Highlights
Social Innovation in Companies
Customer: Bundesministerium für Wirschaft und Umweltschutz via Prognos
Challenge: Social innovations in companies are of paramount importance as they enable organizations to address pressing societal challenges while simultaneously driving economic growth. By implementing novel solutions and practices, companies can tackle issues such as poverty, inequality, and environmental degradation, fostering positive change at both local and global levels. However, measuring the impact of these social innovations poses a significant challenge for policy makers. Policy makers struggle to quantify the implementation of social innovations, as they require comprehensive evaluation frameworks that go beyond traditional indicators. Consequently, the difficulty in measuring social innovations underscores the need for policymakers to adopt innovative approaches that capture the full breadth of their societal benefits.
Solution: ISTARI.AI pioneers new ways to measure innovation in business: Innovative companies are identified with the help of artificial intelligence (AI). For this purpose, ISTARI developed so-called webAI innovation agents. These are self-learning systems that have been trained to recognise the websites of companies with social innovations. The innovation agents can thus identify innovative and socially innovative companies in different economic sectors.
Impact:
- For the first time, social innovations in companies can be analysed on a large scale. More than one million companies in Germany have been analysed and benchmarked with the webAI.
- Industries and regions with high and low shares of innovation-driving companies could be identified.
- Active innovation fields such as virtual reality, artificial intelligence and circular economy and their central actors could be observed and described.
- Results can be the basis for further research and targeted, data-based policy measures.
AI Company Mapping Denmark
Customer: AI Denmark
Challenge: AI is an indispensable technology with far-reaching implications across various sectors, making it crucial for policy makers to be well-informed about its adoption within companies in their country. AI has the potential to enhance productivity, improve decision-making processes, and drive innovation, thereby contributing to economic growth and competitiveness. Furthermore, understanding the landscape of AI implementation allows policy makers to identify gaps, create supportive frameworks, and implement regulations that balance technological advancement with ethical considerations and societal well-being. However, measuring the extent of AI implementation poses a significant challenge, as there is no central register for this. AI applications are diverse and can be embedded within complex systems, making it difficult to accurately capture the scope and impact of its use.
Solution: Capturing the use of AI within companies by screening their websites is a highly effective approach to creating a comprehensive list of businesses that have implemented AI in their products and services. Websites serve as public-facing platforms where companies often highlight their technological capabilities and innovations. By carefully examining website content, including product descriptions, service offerings, and case studies, one can gather valuable insights into the integration of AI. This approach allows for a broad and diverse coverage of companies across various industries and sectors, enabling policymakers to have a holistic understanding of AI adoption. Furthermore, website screening provides real-time information and can be regularly updated, ensuring that the list remains current and accurate.
Impact:
- First comprehensive coverage of Danish companies with AI adoption.
- Context (field of application) of AI adoption captured.
- High regional resolution allows comparison between regions and with other nations.
- Up-to-date and easily updated follow-up analyses possible.
Pandemic Impact Monitoring
Customer: Bundesministerium für Wirschaft und Umweltschutz via ZEW Mannheim
Challenge: The COVID-19 pandemic and the subsequent lockdown measures had an enormous impact on the economy due to their unprecedented nature and the disruption caused to various sectors. The sudden and widespread implementation of lockdowns led to the closure of businesses, supply chain disruptions, reduced consumer spending, and increased unemployment rates. The fluidity of the situation made it challenging to assess the impact on short notice. The crisis was unforeseen, catching policymakers and economists off guard, resulting in ad hoc reactions and measures to mitigate the economic fallout. The dynamic nature of the pandemic made it difficult to predict the duration and severity of the crisis, further complicating the assessment of its impact. The lack of historical precedents for such a global crisis made it challenging to rely on traditional forecasting models, requiring constant monitoring, analysis, and adjustment of policies to address the evolving situation effectively.
Solution: At ISTARI.AI, we developed a live web monitoring solution aimed at assessing the impact of lockdown measures on firms in Germany. Our innovative approach involved scanning all company websites in the country twice per week, allowing us to closely monitor their communication and changes over time. Leveraging advanced language models, we were able to analyze the text on these websites, gaining valuable insights into the evolving situation and its effects on businesses. By tracking the language used, we could identify shifts in messaging, business operations, and customer engagement, providing a comprehensive understanding of how companies were adapting to the challenging circumstances. This real-time monitoring approach enabled us to capture the fluidity of the crisis, providing policymakers and stakeholders with up-to-date information to inform decision-making and develop targeted interventions to support affected businesses.
Impact:
- Insights into the communication of all German companies regarding the pandemic, updated several times a week.
- Estimation of the impact of the pandemic and lockdown measures on individual companies, sectors and regions.
- Follow-up analyses have shown that our live analyses correlate with the credit ratings of companies, which only become available one year later.
Detailed results of the project can be found in this publication.
Web technology skills of companies
Customer: Newsload
Challenge: Companies from rural areas often lack digital skills, resulting in the use of simple or outdated website technologies. To assist these companies in improving their digital presence, our customer aims to offer a service that helps develop their website and online visibility. However, manually researching company websites to create a comprehensive list of businesses with low website technology skills can be a time-consuming process.
Solution: We provided invaluable assistance to our customer by conducting a comprehensive scanning of all websites belonging to German firms. Through this process, we meticulously analyzed the website technology stack of each company across 100 categories and thousands of individual technologies. This extensive analysis saved our customer an immense amount of time, sparing them from the tedious task of manually researching and evaluating each website. By leveraging our automated scanning and analysis capabilities, we efficiently generated a detailed overview of the website technology skills of German businesses, enabling our customer to focus their efforts on developing tailored services to address the specific needs of companies with low website technology skills.
Impact:
- Detailed website technology stack analysis for hundreds of thousands of German companies.
- Ready to use lead lists for our client in ultra-high regional and sectoral resolution.
- Allows our client to fully concentrate on targeted customer acquisition.
Regional Network Analysis
Customer: German Region
Challenge: Regions often face challenges in keeping track of the activities of companies within their boundaries, including how these companies network with each other and with external firms. The lack of centralized information makes it difficult for regions to have a comprehensive understanding of their local business ecosystem. However, it is crucial for regions to have this knowledge as it enables them to identify strengths, weaknesses, and opportunities for collaboration and growth. Furthermore, by comparing their regional economy to peer regions, regions can gain insights into their internationalization efforts and future challenges. This comparison allows regions to benchmark their performance, learn from best practices, and develop strategies to enhance their competitiveness on a global scale. Assessing their position among peer regions helps regions prioritize investments, foster innovation, and implement policies that drive sustainable economic development and prosperity.
Solution: We leveraged the websites of companies in a specific region to identify hyperlink connections between regional firms, allowing us to proxy their inter and intra-company network. By analyzing these connections using ISTARI webAI, we gained valuable insights into the network dynamics and collaboration patterns within the region. Furthermore, we compared this regional network, consisting of millions of connections, with a similarly sized peer region. This comparison provided our customer’s region with a benchmark to assess their own network strength and identify areas of improvement. The analysis enabled us to derive valuable insights on regional connectivity, potential partnerships, and opportunities for collaboration, contributing to the strategic development and growth of our customer’s region.
Impact:
- Completely new and up-to-date insights into networking within the economy of our client region.
- Performed one-to-one comparison with peer region and identified relative strengths and weaknesses.
- Identified regionally, nationally and internationally oriented companies in the client region.
- Basis for new approaches in regional business development.
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Connaissance du marché en temps réel avec webAI
Nous automatisons les études de marché grâce à l'intelligence artificielle en utilisant nos agents webAI pour la recherche d'informations en temps réel. Nos agents sont développés et testés avec des experts internationaux et fournissent des informations fiables de niveau expert.
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Références
Au lieu de passer des jours à faire nos propres recherches, ISTARI webAI nous a permis d'identifier facilement les entreprises d'IA au Danemark, ce qui nous a épargné des centaines d'heures de travail.
Roman Jurowetzki
Danemark AI
Les données d'ISTARI nous permettent d'obtenir des informations radicalement nouvelles sur la mise en réseau et la spécialisation des entreprises dans le paysage danois de l'IA.
Daniel Hain
Université d'Aalborg
ISTARI a été en mesure de nous fournir des données dans un domaine par ailleurs extrêmement pauvre en données.
Dr. Jan-Philipp Ahrens
Université de Mannheim
Dans le domaine de l'analyse de marché et des données économiques, ISTARI.AI est l'une des startups d'IA les plus prometteuses
et les plus innovantes de l'État.
Michael Feygelman
Garage KI du Baden-Württemberg Stiftung
Nous avons constaté qu'ISTARI.AI est un partenaire très fiable avec lequel de nouveaux projets peuvent être mis en œuvre efficacement et rapidement.
Dr. Christian Rammer
ZEW Mannheim
Avec l'aide d'istari.ai, nous avons pu utiliser une approche nouvelle et innovante pour analyser les réseaux d'entreprises régionaux. À l'avenir, les données d'istari.ai feront partie intégrante de nos recherches sur le site
.
Hanna Hottenrott
TUM Munich
Avec Istari, nous avons pu identifier et cartographier les entreprises d'IA en Norvège, de manière efficace et complète, sans nous appuyer sur les registres et les classifications sectorielles existants. Nous ne pouvons que recommander ce service, dont l'utilité dépasse largement le cadre de l'IA.
Bram Timmermans
École norvégienne d'économie
Le service fourni par istari.ai nous donne une vision en temps réel de la force d'innovation des entreprises autrichiennes. Pour nous, l'actualité des données et la résolution détaillée sont d'une valeur stratégique particulière.
Harald Hochreiter
Agence autrichienne de promotion de la recherche (FFG)
Istari.ai a pu fournir des résultats en quelques jours. Ils ont répondu très rapidement aux demandes et se sont montrés flexibles en ce qui concerne les ajustements à court terme. Istari.ai est un partenaire très fiable.
Martin Wörter
KOF Konjunkturforschungsstelle ETH Zurich
Dans le cadre du programme Startup BW Pre-Seed, nous sommes partenaires du Land de Bade-Wurtemberg et soutenons des modèles d'entreprise innovants tels qu'istari.ai par le biais d'un financement précoce.
Sonja Wilkens
Ville de Mannheim
Istari.ai parvient à générer une réelle valeur ajoutée à partir de la recherche actuelle. Les solutions intelligentes d'istari.ai nous aident à développer conjointement les résultats de la recherche en vue de leur commercialisation.
Bernd Resch
Université de Salzbourg et Université de Harvard
Les données régionales à haute résolution d'ISTARI ouvrent de toutes nouvelles perspectives pour une approche ciblée de la clientèle.
Daniel Hutwagner
Charge de nouvelles du CEO














