New Case Study: Transforming Loan Acceptance Predictions with AI Windmill Digital presents its latest case study on how artificial intelligence enhanced loan acceptance predictions, saving significant time while improving decision-making. Our client runs a platform that connects high-net-worth individuals seeking residential loans with specialist lenders. The platform's Lender Matching Service (LMS) uses a complex algorithm to match borrower profiles with lenders, but the process relied heavily on a single individual's expertise. Hence, the LMS's accuracy depended on manual updates, leading to inefficiencies and increased complexity. The goal was to mitigate risks associated with human dependency and streamline the process. Here is the highlights of how Windmill solved this through AI: ✔ Approach: Through our AI Discovery process, we created 1,000 synthetic inquiries and developed a Keras-based AI model. Trained on 80% of the data and tested on 20%, the model's predictions were compared to manual calculations. ✔ Results: The AI model matched the manual calculator's accuracy, reducing human error, speeding up decision-making, and enhancing scalability. ✔ Next Steps: The client is working with lenders to acquire more data, aiming to improve the model's accuracy further. ✔ Impact: Expected benefits include better matching, increased platform appeal, and efficiency gains by eliminating manual updates. Read the full case study in detail here: https://lnkd.in/gJNqviCg #ArtificialIntelligence #DigitalTransformation #DesighThinking
Windmill Digital
IT und Services
Baar, Zug 41.847 Follower:innen
We design & build digital product experiences which delight.
Info
Windmill is a boutique digital design agency dedicated to delivering impactful digital products and solutions that resolve modern challenges. We’re a global operation headquartered in Switzerland, with offices throughout Europe, the US, and India. We are a diverse team of digital strategy, experience design, and enterprise engineering specialists with extensive backgrounds in complex product design and delivery for banking, healthcare, compliance, and other industries. With our proven design thinking methodology, we offer clients and partners the trusted guidance and technical support required to explore transformative opportunities and strategically execute them. We offer a premium service and are dedicated to making each engagement a success. Visit www.windmill.digital to learn more.
- Website
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http://www.windmill.digital
Externer Link zu Windmill Digital
- Branche
- IT und Services
- Größe
- 201–500 Beschäftigte
- Hauptsitz
- Baar, Zug
- Art
- Privatunternehmen
- Gegründet
- 2012
- Spezialgebiete
- Experience Design, Product Discovery, Design Sprints, Enterprise Engineering, Digital strategy, Fintech, Healthcare und Wealthtech
Orte
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Primär
Zugerstrasse
Baar, Zug, CH
Beschäftigte von Windmill Digital
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Miles H.
Principal at Windmill Digital | Venture Partner at Windmill Ventures
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Yakhnytsia Oleksandr
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Aswathy S Mohanan
Experienced Engineering Manager | Driving Innovation and Team Success
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Ida Sandes
Design Researcher & Strategist @Windmill @WEF Research, Strategy & Insights | UX Design | Cultural Trends Analysis
Updates
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UI/UX Visions: Crafting the Future of Interactive Design Episode 6: Smart Home Concept App Designed By: Andrew Sereda 🇺🇦 Experience the future of living with Windmill's innovative Smart Home App, designed to put you in complete control of your environment. Easily adjust your home's cooling, temperature, lighting, and music across different rooms from your smartphone or tablet. Our user-friendly interface allows you to customize settings to suit your lifestyle, ensuring comfort and efficiency at your fingertips. Whether you're at home or away, the app empowers you to create the perfect atmosphere with just a tap. ***** At Windmill Digital, we design and build digital product experiences that delight. Whether building a product from scratch or enhancing an existing product, Windmill Digital serves as a trusted guide through every stage of the journey—from concept and design to development, deployment, and support. Transform visions into reality and create impactful digital experiences Partner with us to transform your vision into reality and create impactful digital experiences. Contact us here: https://lnkd.in/dxigNYcp #DigitalDesign #DesignThinking #DigitalTransformation #UserExperience
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Windmill Digital hat dies direkt geteilt
New Case Study: Revolutionising Patient Care with Digital Therapeutics (DTx) - A Patient Facing Clinical Companion App Read our latest case study on the discovery and design of a patient-facing, clinically supported companion app! 🔍 The Story Behind the App Our client, a global pharmaceutical company committed to innovation in healthcare, aimed to enhance patient experiences by developing a companion app to boost patient engagement and improve disease management. Patients often struggle with disease education and medication adherence, which can lead to poor disease control and early deterioration. The goal was to create a solution that offers comprehensive support tools, disease information, and direct communication pathways with healthcare providers (HCPs). Learn more about how Windmill Digital Healthcare is transforming patient care with DTx. 🔗 Read the full case study here: https://lnkd.in/gT_pvXZS #DigitalTherapeutics #DTx #PatientCare #HealthcareInnovation #Pharmaceuticals #HealthTech #PatientEngagement #WindmillDigitalHealthcare
A patient-facing, digital companion app • Windmill
windmill.digital
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We are proud to partner with SIX! Our dynamic collaboration resulted in enhancement and launching of their new Web API features. Together, we're driving innovation and empowering financial data excellence. Read more on our partnership and work here: https://lnkd.in/geUZ8s9p #Partnership #Innovation #FinancialData
👨💻 👩💻 Banks need to update their technology and APIs to keep up with the digital age. 💡 SIX offers modern digital solutions for banks, including easy-to-use APIs and access to global real-time data. 🚀 Don't let outdated tech hold you back – make the change now with SIX. 👉 Find out how SIX is making a difference with data: https://six.swiss/4c9DRbA #MakingADifferenceWithData #API #RealTimeData
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Windmill Digital hat dies direkt geteilt
We're excited to unveil our latest case study with SIX, showcasing the Market Data API App designed to boost sales team engagement. Our project mission was to enhance the SIX API portal with interactive sales tools to streamline understanding and engagement with customer prospects. Through a dynamic partnership, we delivered a comprehensive sales interactive demo app with live data utilizing Windmill's Topaz Digital Toolkit, enabling SIX sales teams to illustrate real-world use cases in an engaging way. Here are the highlights: 🔍 Discovery Phase: Developed Personas & Empathy Maps Identified Customer Segments & Demo Use Cases Mapped the Sales Journey Created a detailed Storyboard Prioritised essential features for the MVP 💡 Delivery Approach: Agile development with iterative progress Rigorous testing to ensure high quality and reliability Focus on flexibility and responsiveness to adapt to new insights 📊 Impact: The app is now live and widely promoted within SIX as a powerful sales enablement tool. Feedback has been excellent, and the management team is excited about the potential impact on API sales. The app will be continually updated with new API datasets and use cases. Discover more about our collaborative success and the innovative solutions we've brought to life: https://lnkd.in/gxinrEzn Read the full case study here: https://lnkd.in/geUZ8s9p #WindmillDigital #CaseStudy #SIX #SalesEngagement #Innovation #AgileDevelopment #CustomerSuccess
Market Data API Showcase App to Boost Sales Team Engagement - Windmill Smart Solutions AG
windmill.digital
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We're excited to unveil our latest case study with SIX, showcasing the Market Data API App designed to boost sales team engagement. Our project mission was to enhance the SIX API portal with interactive sales tools to streamline understanding and engagement with customer prospects. Through a dynamic partnership, we delivered a comprehensive sales interactive demo app with live data utilizing Windmill's Topaz Digital Toolkit, enabling SIX sales teams to illustrate real-world use cases in an engaging way. Here are the highlights: 🔍 Discovery Phase: Developed Personas & Empathy Maps Identified Customer Segments & Demo Use Cases Mapped the Sales Journey Created a detailed Storyboard Prioritised essential features for the MVP 💡 Delivery Approach: Agile development with iterative progress Rigorous testing to ensure high quality and reliability Focus on flexibility and responsiveness to adapt to new insights 📊 Impact: The app is now live and widely promoted within SIX as a powerful sales enablement tool. Feedback has been excellent, and the management team is excited about the potential impact on API sales. The app will be continually updated with new API datasets and use cases. Discover more about our collaborative success and the innovative solutions we've brought to life: https://lnkd.in/gxinrEzn Read the full case study here: https://lnkd.in/geUZ8s9p #WindmillDigital #CaseStudy #SIX #SalesEngagement #Innovation #AgileDevelopment #CustomerSuccess
Market Data API Showcase App to Boost Sales Team Engagement - Windmill Smart Solutions AG
windmill.digital
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UI/UX Visions: Crafting the Future of Interactive Design Episode 5: Investment Funds Marketplace App Designed by: Taras Bakusevych A cutting-edge investment funds app that redefines the investment experience through exceptional UI/UX design and innovative product development. This app combines a sleek, intuitive interface with engaging, interactive features to make discovering and managing investment opportunities with real-time market insights, and gamified learning modules to help users enhance their financial knowledge while achieving their investment goals. **** Windmill Digital Finance excels in creating financial solutions that delight users through innovative design thinking, a robust delivery framework, and deep regulatory understanding. Discover how we can elevate your product for a bespoke digital financial experience. Connect with us today: https://lnkd.in/g2iiM4iW #UserInterface #UserExperience #DigitalProduct #DesignThinking
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UI/UX Visions: Crafting the Future of Interactive Design Episode 4: The Sleep Tracker App Designed by: Andrii Dzhuryn Introducing the ultimate sleep tracker app that helps you achieve better rest and improve your well-being. With this app you can easily monitor your sleep duration, providing precise measurements of how long you sleep each night. Our intuitive sleep graph visually represents your sleep patterns, highlighting periods of light, deep, and REM sleep. Additionally, the app identifies checkpoints where you experienced exceptionally restful sleep, allowing you to pinpoint what contributes to your best nights. Empower yourself with detailed insights to optimize your sleep habits and wake up feeling refreshed every day. **** Windmill Digital Healthcare transforms your healthtech, healthcare and life sciences business by pioneering innovation in digital solutions. From intuitive mobile app interfaces to comprehensive workflow digitalization, our expertise in UX/UI design, analytics, and visualization tools simplifies complexities and accelerates your digital transformation. Partner with us to revolutionize your approach and achieve unparalleled efficiency and clarity in your operations. Contact us today here: https://lnkd.in/dN4mA49E #WindmillDigital #DigitalTransformation #ProductDesign #UserInterface
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We are incredibly happy to announce that Windmill Digital has reached an incredible milestone of 40,000 followers on LinkedIn! 🌟 A heartfelt thank you to each and every one of you for your support, engagement, and trust in our journey. This achievement wouldn't have been possible without our amazing community of clients, partners, and dedicated team members. Your continued support inspires us to innovate and push boundaries in the digital design space. Over the years, we've grown, evolved, and transformed, and we're excited about the future. Here's to many more milestones, breakthroughs, and shared successes. Let's continue to create, inspire, and lead the way in digital transformation together. Stay connected with us for more exciting updates, insights, and stories. #ThankYou #Milestone #DigitalTransformation #WindmillDigital #CelebrateSuccess #Gratitude #Innovation
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UI/UX Visions: Crafting the Future of Interactive Design Episode 3: The Banking Mobile App Designed by: Volodymyr Diachok This Banking Mobile App helps you manage your retirement portfolio with ease, track the ESG footprint of your investments, and monitor overall asset performance in real-time. Make informed, sustainable financial decisions with our intuitive, cutting-edge technology. **** Windmill Digital Finance excels in creating financial solutions that delight users through innovative design thinking, a robust delivery framework, and deep regulatory understanding. Discover how we can elevate your product for a bespoke digital financial experience. Connect with us today: https://lnkd.in/g2iiM4iW #UIUXVisions #BankingApp #RetirementPortfolio #ESG