Operator of a digital medicine company intended to provide insights on laboratory test results that are understandable to patients. The company fosters the interactions between laboratories, health professionals and patients and goes beyond results in patient care through the use of new technologies and artificial intelligence, enabling medical professionals to easily interpret and diagnose in a personalized and effective way.
Odaptos designs and markets a SaaS product to perform usability testing in videoconferencing, analyze human emotions, and provide results and insights to understand the end-users. It is an artificial intelligence platform that allows users to perform usability testing.
ChapsVision specializes in providing a data analysis platform that addresses complex business challenges for sectors with significant data footprints, such as Retail, Finance, and Public Services. The company offers a comprehensive suite of business solutions that are fully integrated around a unified Customer and Product repository. This modern analytical infrastructure equips clients with intelligence, investigation, and analysis tools that consolidate data from various sources into a single workspace. By doing so, ChapsVision supports its customers in effectively navigating and optimizing their digital transformation processes.
ContentSquare is a digital experience insights optimization platform that helps businesses analyze customer behavior through vast amounts of anonymous web, mobile, and app interactions, adhering to data privacy regulations such as the EU GDPR and California CCPA. By integrating diverse data sets, including content, user experience, product offerings, pricing, acquisition channels, and technical performance, the platform generates insights and AI-driven recommendations to enhance digital performance throughout the customer journey. Its solutions enable clients to better understand user interactions, measure content effectiveness, and clarify consumer intentions, ultimately leading to increased revenue and engagement while reducing operational costs. ContentSquare serves over 700 enterprise clients, including notable brands like American Express, Best Buy, and LVMH.
DCbrain offers a solution designed to assist teams managing data centers in optimizing their operations. By utilizing graph models and machine learning, the company provides a comprehensive view of the systems within data centers, showcasing a dynamic map of various flows, including energy and chilled water. Additionally, DCbrain features expert dashboards that facilitate the exploitation and maintenance of complex industrial networks, encompassing sectors such as gas, water, electricity, and logistics. This approach aims to improve efficiency and streamline processes for data center operations.
Deepki SAS, founded in 2014 by Vincent Bryant and Emmanuel Blanchet, is a Paris-based company specializing in data analysis for energy efficiency. The firm focuses on identifying energy savings across numerous buildings simultaneously. By leveraging advanced data analytics, Deepki aims to optimize energy consumption and promote sustainable practices in the built environment.
Kayrros is a Paris-based company specializing in advanced data analytics for the global energy market. Founded in 2016, it provides valuable insights by integrating unstructured data, such as satellite imagery and social media, with traditional financial and technical data. Employing over 100 professionals from diverse backgrounds, Kayrros operates not only in Paris but also has offices in Houston, London, New York, and Singapore. The company focuses on delivering near real-time information that enhances investment decisions and promotes transparency in energy markets. Kayrros also addresses environmental concerns by offering a platform that helps assess climate impact and energy-transition risks, enabling governments, corporations, and investors to make informed decisions regarding their environmental strategies.
!!!!!!!! 01/01/2023: We just launched a new fundraising: 2.6M€ for 20% of Stern Tech => investors@stern.technology !!!!!!!! We created a revolutionary SaaS platform for human behavior analysis. We use AI and cognitive sciences to interpret human behavior in real time. Use cases: Automotive, Health, Marketing, Training, Politics. Our first products : crowd analysis (we send back the mood of a crowd to the speaker of the event in real time, so that he can adjust his speech). eHealth mobility (live mood analysis into a vehicle, working with Renault => Vivatech 2023) => see video : https://www.youtube.com/watch?v=OJru9E4hNNc (US) / https://www.youtube.com/watch?v=ZZPb3pX7wXQ (French)
KINVENT is actively involved in the fields of physical rehabilitation and sports biomechanics producing innovative measuring and training devices for the facilitation of every day and athletic movements. Our strengths at KINVENT is that we can think and produce solutions to any challenge of sports biomechanics and physical rehabilitation. Triangular force plates for visual feedback balance training, sensors for continuous 3D kinematic analysis in the water, force sensors for kite surf, accelerometers for rowing and sailing, are some of our on demand products. If you are looking for excellence in hardware and software solutions for your work... work with us. Our KFORCE solution is a range of torque measuring instruments for human strength, balance and motion. This system consists of six instruments with high-precision measuring equipment, which concentrate all the know-how of K-INVENT. The display of the data recorded by the device sensors is transcribed by the KFORCE software, installed on any iOS or Android terminal. This accessory capable of reading and re-transcribing the information given by all dynamometers of the entire range is usable on smartphones or tablets with Android and IOS operating system
Chat with your data ! What if you did not need the technical process to access your data anymore? Simply ask your question and our artificial intelligence will provide the appropriate answer : number, graph, table...
Botify SAS is a company that specializes in providing data, tools, and diagnostics for search engine optimization (SEO) stakeholders. Founded in 2010 and headquartered in Paris, France, with additional offices in New York, London, and Seattle, Botify offers a comprehensive suite of applications designed to support various phases of the organic search process. Its products include Botify Analytics, a cloud-based crawler; Botify Log Analyzer, which analyzes web server logs; Botify Keywords for keyword research; Botify Studio for report generation; and Botify Data Station for data management. These tools enable SEO managers, content teams, and marketing executives to enhance digital assets for search engines and voice assistants. Botify serves a diverse clientele across sectors such as retail, travel, publishing, and digital agencies, providing actionable insights to improve SEO performance and drive traffic and revenue growth. The platform is often considered an advanced alternative to Google Search Console, offering a new standard in organic search analytics for enterprises.
Developer of a data analytics platform intended to better understand the positioning performance of each web page. The company's platform leverages technology to simulate the algorithmic behavior of a search engine when it browses the web and makes it possible to predict and measure the ability of a site to position itself at the highest point in the search engine results in pages, enabling advertisers to better understand their web page performance.
ContentSquare is a digital experience insights optimization platform that helps businesses analyze customer behavior through vast amounts of anonymous web, mobile, and app interactions, adhering to data privacy regulations such as the EU GDPR and California CCPA. By integrating diverse data sets, including content, user experience, product offerings, pricing, acquisition channels, and technical performance, the platform generates insights and AI-driven recommendations to enhance digital performance throughout the customer journey. Its solutions enable clients to better understand user interactions, measure content effectiveness, and clarify consumer intentions, ultimately leading to increased revenue and engagement while reducing operational costs. ContentSquare serves over 700 enterprise clients, including notable brands like American Express, Best Buy, and LVMH.
To generate more performance, facilitate the autonomy of marketing departments and increase the frequency and accuracy of optimizations, they built an internal R & D center. They are the only agency to have developed a script management interface that controls the Google Ads API, as well as a battery of custom scripts for their customers. On a daily basis, engineers work with account managers to personalize and develop their tools.
To generate more performance, facilitate the autonomy of marketing departments and increase the frequency and accuracy of optimizations, they built an internal R & D center. They are the only agency to have developed a script management interface that controls the Google Ads API, as well as a battery of custom scripts for their customers. On a daily basis, engineers work with account managers to personalize and develop their tools.
Developer a data analysis platform designed to boost e-commerce website revenue. The company's platform uses edge computing technology to analyze the behavior of each visitor's experience while completely preserving their privacy without cookies, enabling clients to optimize their conversion rate, average basket, and acquisition cost.
Ekimetrics SAS is a global consulting firm based in Paris, France, specializing in data science solutions for businesses. Established in 2006, the company focuses on enhancing marketing performance, customer-centric strategies, and operational excellence across various industries, including mobility, retail, financial services, health and pharmaceuticals, energy and utilities, and technology and media. Ekimetrics offers a range of services that encompass data transformation, customer intelligence, pricing strategies, and process optimization. By integrating consulting expertise with advanced data science and technology, Ekimetrics develops tailored solutions designed to create significant impacts on corporate performance, growth, and profitability within a short timeframe.
We develop pioneering technology to empower analysts to take smart actions for a safer world. Our artificial intelligence solutions are based on an automated analysis of geospatial intelligence (GEOINT) workflows. Powering state-of-the-art Machine Learning and Computer Vision, we aggregate information from multi-intelligence sources (Multi-INT), such as imagery (IMINT), electromagnetic (ELINT), or open source (OSINT), to provide our Defence and Intelligence customers with strategic knowledge regarding mission critical areas of interest ensuring a more insightful operating picture.
Didomi is a consent and preference management platform that assists businesses in collecting, storing, and utilizing customer consents in compliance with privacy regulations. Founded in 2017 and based in Issy-les-Moulineaux, France, the company provides a suite of cloud-based tools designed for various applications, including automated scanning and auditing of websites and apps, privacy compliance assessments, and the generation of privacy and cookie policies. Didomi's solutions, which encompass widgets such as banners and pop-ups, enable organizations to effectively manage user consents across web, mobile, and offline channels, fostering consumer trust and ensuring adherence to privacy requirements.
ContentSquare is a digital experience insights optimization platform that helps businesses analyze customer behavior through vast amounts of anonymous web, mobile, and app interactions, adhering to data privacy regulations such as the EU GDPR and California CCPA. By integrating diverse data sets, including content, user experience, product offerings, pricing, acquisition channels, and technical performance, the platform generates insights and AI-driven recommendations to enhance digital performance throughout the customer journey. Its solutions enable clients to better understand user interactions, measure content effectiveness, and clarify consumer intentions, ultimately leading to increased revenue and engagement while reducing operational costs. ContentSquare serves over 700 enterprise clients, including notable brands like American Express, Best Buy, and LVMH.
Nyctale SAS, founded in 2018 and based in Paris, France, specializes in developing analytics tools focused on blockchain technology and distributed ledger systems. The company offers solutions for analyzing token usage, measuring value, and managing financial flows within new transactional networks. Nyctale provides business intelligence services aimed at entrepreneurs, enabling them to assess performance and conduct due diligence. Additionally, it supports public and private financial institutions with risk assessment, product development beta-testing, and investment strategies. Through its big data and AI solutions, Nyctale also works on rationalizing the token economy and offers comprehensive blockchain monitoring services.
Fair&Smart SAS, founded in 2016 and based in Metz, France, operates a human-centric personal data governance platform designed to empower individuals and organizations in managing personal data. The platform enables users to have greater control over their personal information while ensuring compliance with privacy regulations for businesses. By facilitating the governance and free flow of personal data, Fair&Smart fosters transparency and trust between individuals and organizations. Its solutions streamline the management of consents and preferences in real-time, allowing users to exercise their rights and secure their data effectively. This approach not only enhances customer relationships but also addresses law enforcement requests in a structured manner, promoting a more transparent and trustworthy data ecosystem.
Lantern is a software development company that specializes in user behavior monitoring and data analytics for various business sectors. Its autonomous analytics software is designed to analyze multiple metrics in real-time, automatically detecting behavioral changes that may impact revenues. The platform identifies unusual patterns, including temporary spikes or drops, level changes, trend alterations, and seasonal variations. This enables product teams to recognize unexpected outcomes and understand the specific aspects of their products that are affected, all without the need for coding, configuration, or data expertise.
Developer of a freight management software designed to offer real-time monitoring and analytics for shipments overseas. The company's software offers quotations, online booking, real-time tracking and transport data analytics, enabling the transport industry to manage documents and reduce their transport costs while also controlling the budget.
Launchmetrics is a Brand Performance Cloud that arms fashion, luxury, and beauty executives with the tools and data to create inspiring, shareworthy, and measurable experiences to attract today’s modern consumer. With over a decade of experience, the company develops software that helps companies in the fashion, luxury, and cosmetics sectors, helping them grow their businesses and streamline their processes. It is the most essential and trusted technology in the industry, yielding an unrivaled market penetration to 50% of the top 100 luxury brands worldwide in addition to fashion, beauty, and retailer giants such as Dior, Fendi, TopShop, Shiseido, NET-A-PORTER, Adidas, and more. Founded in NYC, with operating headquarters in Paris, Launchmetrics has employees in eight markets and support in five languages. The company works with over 1,000 brands as well as partners like IMG, the Council of Fashion Designers of America, the British Fashion Council, Camera Nazionale della Moda Italiana, Pitti Immagine, and Google, to accelerate their business and build lasting exposure.
Dr. Banner LLC specializes in providing a hyperlocal programmatic advertising platform tailored for brands, retailers, and agencies. Founded in 2010 and headquartered in Rueil-Malmaison, France, the company enables users to efficiently create and optimize hyper-targeted online advertising campaigns. Its platform features tools for quick banner creation, geolocation capabilities, and a proprietary demand-side platform, allowing clients to customize their advertising strategies and define specific broadcast areas. Dr. Banner serves a diverse range of industries, such as automotive, fashion, food and beverage, luxury goods, and consumer packaged goods. With offices in major cities worldwide, including Paris, New York, and Tokyo, Dr. Banner operates as a subsidiary of Mediakeys and aims to enhance online advertising effectiveness for its clients.
Visiperf is the unique association of a proven expertise in digital marketing (Google Adwords & Display, Facebook, Waze, Snapchat, YouTube, Bing, Yahoo ...), with innovative technologies adapted for network companies: franchises, brands and brands distributed in physical points of sale. Visiperf helps networks easily manage the digital marketing transformation of their outlets. Visiperf provides tools for the sales, coordination and piloting of personalized drive-to-store digital campaigns according to the needs of each establishment, in accordance with the national brand strategy. French technology leader in the digital transition of point-of-sale marketing, VISIPERF already works with several major players such as Carglass and Coca-Cola.
Javelo is a company that offers a goal management application aimed at enhancing employee engagement and providing transparent performance measurement. Its platform supports human resources departments by offering a range of tools, including evaluation and appraisal, employee engagement features, 360-degree feedback, objective tracking, and employee surveys. This comprehensive approach enables businesses to monitor employee performance more effectively and improve talent retention through streamlined management processes.
DCbrain offers a solution designed to assist teams managing data centers in optimizing their operations. By utilizing graph models and machine learning, the company provides a comprehensive view of the systems within data centers, showcasing a dynamic map of various flows, including energy and chilled water. Additionally, DCbrain features expert dashboards that facilitate the exploitation and maintenance of complex industrial networks, encompassing sectors such as gas, water, electricity, and logistics. This approach aims to improve efficiency and streamline processes for data center operations.
APIX Analytics is a nano-silicon based chemical analysis for industrial, environmental, and security applications. The company focuses on the development of miniaturized multigas analyzers systems based on integration on silicon of analytical chains such as sampling, injection of gases, separation of complex gas mixtures to improve specificity and detection, identification, and quantification of each mixture compound.
APIX Analytics was founded on 2014 and is headquartered in Grenoble, France.
Prevision.io SAS is a Paris-based company that offers an automated machine learning platform designed to help users generate and deploy accurate predictive models. Founded in 2016, the platform enables users, regardless of their technical expertise, to create standalone models using their enterprise data. Through its advanced data analysis and machine learning capabilities, Prevision.io supports various sectors, including finance, marketing, energy, and banking. The platform facilitates predictions related to sales, inventory consumption trends, and energy usage, as well as optimizing maintenance operations and quality control. Additionally, it features tools for automating email classification and analyzing product descriptions to enhance operational efficiency. By reducing implementation time and improving productivity for both data scientists and business analysts, Prevision.io empowers organizations to make informed strategic decisions based on data-driven insights.
Vekia, an Innovative French Startup in Supply Chain.
Publisher of SaaS Supply Chain solutions, Vekia designs the most advanced solutions for Supply Chain management using the power of Artificial Intelligence algorithms.
Vekia Artificial Intelligence technology pushes the performance of the right stock to the right place at the right time, while also at the right cost. Your customers are more satisfied and your profitability increases.
Vekia technologies gives the stock manager the necessary tools to manage his daily activity and concentrate on tasks with higher added value.
BlueBoard SAS is an online platform designed for brands and manufacturers to monitor and analyze their product distribution across e-commerce retailers. Founded in 2015 and based in Paris, France, the company provides a comprehensive dashboard that tracks product availability, pricing, and reviews across various online marketplaces globally. Its services include assortment detection, price tracking, and real-time notifications, enabling users to identify where their products and those of competitors are sold, assess out-of-stock situations, and enhance product page quality. Additionally, BlueBoard assists retailers in optimizing their product performance and automating reporting processes, thereby improving overall e-commerce strategies. As of July 2020, BlueBoard operates as a subsidiary of ChannelAdvisor Corporation.
DELIGHT is a digital platform dedicated to the professionals of the live show (producers of concerts, theater, festivals, halls, ticket offices, ...) We offer them powerful tools to help them to better know their public and their customers and to conquer at lower cost and in the long term new spectators receptive to their shows.
We develop pioneering technology to empower analysts to take smart actions for a safer world. Our artificial intelligence solutions are based on an automated analysis of geospatial intelligence (GEOINT) workflows. Powering state-of-the-art Machine Learning and Computer Vision, we aggregate information from multi-intelligence sources (Multi-INT), such as imagery (IMINT), electromagnetic (ELINT), or open source (OSINT), to provide our Defence and Intelligence customers with strategic knowledge regarding mission critical areas of interest ensuring a more insightful operating picture.
Marketing 1by1 publishes an omni-channel relationship marketing software coupled with a product recommendation engine that allows advertisers to retain and engage all their customers from their online and offline behavioral journeys. With 1by1: - Centralize and unify online and offline data in a single database - Automatically trigger omnichannel communications based on customer behavior - Prioritize scenarios for better business pressure management - Ultra-personalize communications for everyone your contacts with relevant product recommendations - Communicate on all media.
Q3 ADVOCACY is a SaaS platform for amplifying the voice of happy customers. Our particularity is to detect your satisfied customers from your database and to automatically convert them into specifying customers, these customers that we call Brand Advocates. The unique methodology integrates traditional word of mouth levers such as customer opinion management or sponsorship, more innovative levers such as peer-to-peer dialogue platforms, but also levers traditionally excluded from the scope of word of mouth marketing. : customer satisfaction and co-marketing.
360&1 develops smart interfaces and solutions for web analytics and advertizing automation. The company has developed an e-travel focused solution: FindThePax and is already distributed toward Europe through leading booking engine
Created in 1996 by founder and President Alain Llorens, AT Internet is one of the French Internet’s early pioneers. After two decades of existence, AT Internet is the only European company today among the worldwide leaders in digital analytics and digital intelligence. AT Internet’s Analytics Suite is used on more than 20,000 websites, mobile sites and mobile apps globally. We count amongst our customers some of the world’s largest media groups (BBC, NPO, Schibsted, RTE, Le Monde…), banks (AXA, Société Générale, Crédit Agricole…) and have partnered with certain clients for more than a decade. Our unique approach to digital analytics is different from other solutions on the market. Having data you can trust is a mandatory foundation for any analytics project you undertake. That’s why our Analytics Suite features tools for easy quality control and dependable tagging for fully reliable data. Our solution and processes are completely compliant with stringent privacy laws (notably the European GDPR) and are certified by third-party auditors worldwide.
Anasen, founded in 2014 and based in Nancy, France, specializes in developing innovative data software solutions. The company's flagship product, Vize, is a self-service business intelligence application tailored for industrial, financial, and scientific applications. It allows users to prepare, visualize, model, and present non-aggregated data through interactive visual objects, facilitating complex data analysis and insights. Anasen also offers Vize X, an advanced version of its primary application, which enables users with programming skills to create custom scripts and analytics using Python or R. Through its technology, Anasen aims to redefine how individuals interact with data, positioning itself at the forefront of the human-data interface evolution.
IKO System is Europe’s leading predictive analytics platform for generating B2B leads and automating sales prospection.
IKO builds an “ideal client” profile by analyzing the business environment of its clients with over 100,000 private and public sources of information (news, blogs, social networks, public websites, etc.). IKO System relies on a database of 160 million companies to offer a continuous flow of prospects that have the highest probability of becoming clients. Salespeople can then build automatic engagement scenarios to insure a steady quantity of new meetings.
IKO System is dedicated to providing its users a process for acquiring clients in order for them to satisfy their growth objectives.
Synthesio SAS is a company that specializes in social intelligence platforms designed for enterprises. Founded in 2006 and headquartered in New York, the company provides a suite of tools that includes the Synthesio Dashboard for social listening, Synthesio Profiler for gaining audience insights, and Synthesio Beam for managing social media command centers. Synthesio's offerings enable brands and agencies to analyze the impact of conversations in both social and mainstream media. The platform is noted for its ability to aggregate extensive customer data, delivering strategic insights through customizable reports, pre-built personas, and various visualization formats. Synthesio's services support public relations, customer experience, marketing, and research efforts, and the company has a presence in multiple global locations, including Paris, London, Singapore, and Brussels. As of October 2018, Synthesio operates as a subsidiary of Ipsos SA.
Allo-Media, founded in 2011, is a French technology company focused on enhancing customer engagement and loyalty through its innovative solutions. The company specializes in connecting businesses with potential clients via various online directories, such as Allo-Médecins.fr and Allo-Réparateurs.fr. After two years of research and development, Allo-Media launched a performance-based solution that integrates online visibility with phone call tracking to generate qualified leads for local professionals. Utilizing proprietary AI Vocal Cookie technology, Allo-Media transforms customer calls into actionable marketing insights, classifying conversations to extract valuable customer data related to profiles, needs, and complaints. Through continuous technological advancements, Allo-Media provides intelligent call-tracking solutions that leverage voice recognition and semantic analysis, tailored to various business sectors, thereby facilitating better connections between prospects and businesses.
Webmecanik SAS is a marketing automation software provider based in Annecy, France. Originally founded as Eureos in 2013, the company rebranded in 2014 to focus on delivering innovative solutions powered by Mautic. Webmecanik specializes in offering an agency dashboard, myWebmecanik, which simplifies the deployment of new instances and management of client accounts for marketing agencies. With a growing presence that includes offices in Paris, Berlin, and Geneva, Webmecanik ensures that all client data and automation instances are securely hosted within Europe, allowing clients to choose hosting options in France, Switzerland, or Germany.
Commanders Act is a company established in 2010 that specializes in data-driven marketing optimization across various industries. Its cloud-based platform allows businesses to collect, integrate, and activate customer data in real time, ensuring that data remains under the control of the customers. The company offers a comprehensive suite of tools, including cookie and consent management that complies with EU-GDPR regulations, tag management, and solutions for customer data platforms (CDP) and data management platforms (DMP). These tools enable organizations to personalize marketing efforts and optimize campaigns throughout the customer journey. By standardizing data collection and transforming it into actionable strategies, Commanders Act helps clients deliver relevant messages through preferred channels, ultimately improving marketing performance and media budget efficiency.
MyFeelBack develops a smart survey technology allowing businesses to know their customers like never before. We help large companies keep their customer databases continuously up-to-date, collect high-value customer insights, and trigger ultra-personalized marketing actions to boost sales conversion. With MyFeelBack, our customers can ask targeted questions or display messages to their users and visitors based on who they are and what they do. Customer knowledge is no longer a mystery. Ask questions, get insights and take actions.
To generate more performance, facilitate the autonomy of marketing departments and increase the frequency and accuracy of optimizations, they built an internal R & D center. They are the only agency to have developed a script management interface that controls the Google Ads API, as well as a battery of custom scripts for their customers. On a daily basis, engineers work with account managers to personalize and develop their tools.
VIGIGLOBE helps companies to leverage the power of social media content in real-time! VIGIGLOBE offers a SaaS Solution called WIZR™ powered by proprietary machine learning algorithms in order to answer to issues like online-reputation, competitive intelligence or Social CRM in real-time. VIGIGLOBE is also the leader in real-time Social DooH . The company’s service offering enables CMOs and Digital agencies to make real-time innovative marketing become a reality! VIGIGLOBE’s unique selling points are numerous: - Real-time is part of our DNA: we collect, process and display data in real-time. - We do not stop at counting messages. We offer genuine qualitative insights to our customers thanks to our expertise in Artificial Intelligence and Web semantics. - Our solutions enable our clients to publicly integrate our analytical indicators on any display (mobile, web, TV broadcast or even Digital Signage). - Our IT infrastructure has been carefully thought in order to absorb a deluge of data (e.g. Twitter only generates 7,500 messages per second). We have been able to process global events like the Olympic Games, US elections or the Super Bowl. - We evolve in a multi-lingual environment (6 most commonly used languages in Europe and Arabic). We have been appointed amongst only 18 companies in the world to be an official Media Technology Partner of Twitter and are also a Facebook Public Content Service partner. We recently joined the Microsoft ISV Partnership program. Our key clients include media companies, TV channels, polling institutes, market research agencies, brands and governmental institutions. The list is fast-growing, so join the crowd! More information on www.vigiglobe.com
Precogs is a company specializing in business analytics solutions, focusing on the electronic components sector. Founded in 2011 and based in Paris, France, Precogs provides tools for supply risk management, enterprise resource planning (ERP), and procurement monitoring. Their key products include CogWatch, a big data predictive tool designed to enhance decision-making, and Cog Margin, a platform that aids in component pricing. The company primarily assists EMS, OEM, and ODM businesses in sourcing competitive prices for electronic components in real-time, thereby streamlining procurement processes and optimizing cost-efficiency.