# NILG.AI

> AI consultancy that structures, scales and automates companies with artificial intelligence. Strategy first, technology second: AI strategic plans, an operating system that automates marketing, sales, operations and HR, and the methodology that takes a business from gut feeling to delegated decisions.

Site is published in English (en_us), Portuguese (pt) and Spanish (es). Every path below is the English one; swap the language prefix for the same page in another language. Canonical host is https://nilg.ai — content is identical across languages and cross-linked with hreflang.

## Core pages

- [Home](https://nilg.ai/en_us/): What NILG.AI does, for whom, and the entry points to every offer.
- [AI Consulting](https://nilg.ai/en_us/ai-consulting/): The consulting offer: diagnosis, AI strategic plan, and implementation.
- [Operating System](https://nilg.ai/en_us/operating-system/): The platform that automates marketing, sales, operations and HR.
- [For Corporates](https://nilg.ai/en_us/for-corporates/): How the work is framed for larger organisations.
- [Clients and case studies](https://nilg.ai/en_us/clients/): Client portfolio by sector, with the case studies written up.
- [Team](https://nilg.ai/en_us/team/): Who works at NILG.AI, and each person's area.
- [Blog](https://nilg.ai/en_us/blog/): Applied AI articles, mostly written by the team that builds the systems.
- [Bonus material](https://nilg.ai/en_us/bonus/): Complementary material to the articles and talks: videos and downloads.

## Free tools and diagnostics

- [Free tools](https://nilg.ai/en_us/ferramentas/): Index of the free diagnostic tools.
- [Digital presence check](https://nilg.ai/en_us/ferramentas/presenca-digital/): Scores a company's digital presence from its website and social profiles.
- [Competitor analysis](https://nilg.ai/en_us/ferramentas/concorrencia/): Compares a company against its competitors.
- [AI ROI calculator](https://nilg.ai/en_us/ferramentas/calculadora/): Estimates the return of automating a given process.
- [AI maturity diagnostic](https://nilg.ai/en_us/ai-maturity/): Where a company sits on the path from manual work to delegated decisions.
- [10x Challenge](https://nilg.ai/en_us/10x-challenge/): The challenge that turns one bottleneck into a measurable improvement.
- [AI City Intelligence](https://nilg.ai/en_us/city-intelligence/): Location intelligence from an address, using imagery and public data.

## Team

- [Kelwin Fernandes](https://nilg.ai/en_us/team/kelwin-fernandes/): Meet our CEO, Kelwin Fernandes— a passionate AI strategist leveraging data-driven initiatives for clear business decisions, AI monetization, and digital transformation.
- [Nohelia González](https://nilg.ai/en_us/team/nohelia-gonzalez/): Meet our CMO, Nohelia González— an architect leveraging technology for design, problem-solving, and resource optimization.
- [André Sousa](https://nilg.ai/en_us/team/andre-sousa/): Meet our AI Strategy Advisor, André Sousa— leveraging a background in technology and high-performance sales for strategic automation, process optimization, and scalable AI solutions to drive business efficiency.
- [Diogo Costa](https://nilg.ai/en_us/team/diogo-costa/): Meet our AI Tech Lead, Diogo Costa— leveraging computer vision and machine learning for anomaly detection , optical testing , and model stability.
- [Flávia Araújo](https://nilg.ai/en_us/team/flavia-araujo/): Meet our Executive Assistant, Flávia Araújo— a communication and business information specialist leveraging a creative and focused mindset for organizational excellence.
- [Patrícia Costa](https://nilg.ai/en_us/team/patricia-costa/): Meet our AI Project Manager, Patrícia Costa— leveraging a background in International Relations for resource allocation, execution monitoring, and risk anticipation to drive AI innovation.
- [Margarida Correia](https://nilg.ai/en_us/team/margarida-correia/): Meet our AI Project Manager, Margarida Correia— leveraging a background in Economics, Management, and Sports Marketing to coordinate complex, multidisciplinary projects.
- [Arthur Rocumback](https://nilg.ai/en_us/team/arthur-rocumback/): Meet our AI Engineer, Arthur Rocumback—an expert in intelligent automation, RAG architectures, AI agents, and custom integrations, transforming complex business processes into scalable solutions that drive operational efficiency and innovation.
- [Fernanda Riffo](https://nilg.ai/en_us/team/fernanda-riffo-vasquez/): Meet our AI Engineer, Fernanda Riffo— a full-stack and CRM developer leveraging automation and AI-driven chatbots for digital marketing strategies, process optimization, and business growth.
- [Gabriela Santos](https://nilg.ai/en_us/team/gabriela-santos/): Meet our AI Engineer, Gabriel Santos— leveraging innovative architecture to bridge the gap between abstract challenges and integrated, real-world results.
- [Leonardo Lang](https://nilg.ai/en_us/team/leonardo-lang/): Meet our AI Engineer, Leonardo Lang— a pragmatic software engineer leveraging AI for shaping noisy data, designing models, and closing the loop in production.
- [Leonardo Marques](https://nilg.ai/en_us/team/leonardo-marques/): Meet our AI Engineer, Leonardo Marques— an AI engineer leveraging computer vision and image analysis for integrated medical AI software, bridging cutting-edge research with production-ready solutions.

## Company pages

- [AI Consulting](https://nilg.ai/en_us/ai-consulting/): Book an instant meeting with an AI expert now. Discuss your idea and get instant feedback from an AI consultant.
- [Clients](https://nilg.ai/en_us/clients/): Companies investing and partnering in the Artificial Intelligence space with NILG.AI. We're proud of our achievements and of our customers.
- [Contact us](https://nilg.ai/en_us/contact-us-form/): Get in touch with NILG.AI! Contact us to learn how our AI solutions can help your business innovate and grow.
- [Cookie policy](https://nilg.ai/en_us/cookie-policy/): Which cookies NILG.AI uses on this site, what they are for, and how to manage them.
- [Development](https://nilg.ai/en_us/development/): Unlock innovation with NILG.AI’s trusted AI solutions, combining insights and expertise for impactful transformations worldwide.
- [EcoRouteAI: Optimizing Ecopoints with Artificial Intelligence](https://nilg.ai/en_us/ecorouteai-otimizacao-de-ecopontos-com-inteligencia-artificial/): Portugal's Strategic Plan for Urban Waste (PERSU) 2030 established ambitious targets for waste management, aimed at increasing recycling rates and…
- [NILG.AI Manifesto](https://nilg.ai/en_us/about-us/): NILG.AI is a consulting and development company in AI. Learn our vision, mission and values that make us the ideal AI partner for you.
- [Our Team](https://nilg.ai/en_us/our-team/): Meet the innovative minds at NILG.AI! Our team of AI consultants drives AI strategies that empower businesses to excel.
- [Política de Privacidade | Imersão IA](https://nilg.ai/en_us/politica-de-privacidade-imersao-ia/): A presente Política de Privacidade descreve a forma como a NILG.AI, LDA recolhe, utiliza,
- [Privacy policy](https://nilg.ai/en_us/privacy-policy/): How NILG.AI collects, uses and protects your personal data on this website.
- [Products](https://nilg.ai/en_us/products/)
- [Research](https://nilg.ai/en_us/research/): At NILG.AI, we value innovation. So, we actively publish AI research outcomes from our projects as scientific papers and patents.
- [SafeJourney](https://nilg.ai/en_us/safejourney/): SafeJourney by NILG.AI maps wheelchair accessibility in Lisbon using satellite and geospatial data to improve mobility and safety.
- [Technology Stack](https://nilg.ai/en_us/technology-stack/): Expert in ML, Deep Learning, Computer Vision, NLP, Recommender Systems, Optimization, and Forecasting. Contact us to see if we fit your stack
- [Termos e Condições de Participação | Imersão IA](https://nilg.ai/en_us/termos-e-condicoes-de-participacao-imersao-ia/): Os presentes Termos e Condições regulam a participação no evento “Imersão IA:
- [Terms of service](https://nilg.ai/en_us/terms-of-service/): NILG.AI's terms of service.

## Optional

- [Full URL list](https://nilg.ai/sitemap.xml): every page in the three languages, with hreflang.

- [Service Quality Improvement: An AI-Powered Roadmap](https://nilg.ai/en_us/202608/service-quality-improvement/)
- [Generative AI Implementation Roadmap for Business Success](https://nilg.ai/en_us/202607/generative-ai-implementation/)
- [Data Quality Management Techniques 2026](https://nilg.ai/en_us/202607/data-quality-management-techniques/)
- [Unlock Growth with Customer Lifetime Value Prediction](https://nilg.ai/en_us/202607/customer-lifetime-value-prediction/)
- [Business Transformation Strategy: Your 2026 Guide](https://nilg.ai/en_us/202607/business-transformation-strategy/)
- [A Strategic Guide to Generative AI for Business Transformation](https://nilg.ai/en_us/202607/generative-ai-for-business-transformation/)
- [Best Practices for Change Management: Master AI/Data](https://nilg.ai/en_us/202606/best-practices-for-change-management/)
- [Unlock Ai First Meaning: Strategic Guide for 2026](https://nilg.ai/en_us/202606/ai-first-meaning/)
- [AI for Business Growth Your Practical Strategy Guide](https://nilg.ai/en_us/202606/ai-for-business-growth/)
- [Invoice Automation: Streamline Your AP in 2026](https://nilg.ai/en_us/202606/invoice-automation/)
- [Your Guide to AI for Operational Efficiency in 2026](https://nilg.ai/en_us/202606/ai-for-operational-efficiency/)
- [Knowledge Management Systems: Executive Guide 2026](https://nilg.ai/en_us/202606/knowledge-management-systems/)
- [What Is Cognitive Automation? A Guide to Smarter Business](https://nilg.ai/en_us/202606/what-is-cognitive-automation/)
- [Learning and Development AI: Transform Corporate Training](https://nilg.ai/en_us/202606/learning-and-development-ai/)
- [Understanding What Is Social Impact Assessment](https://nilg.ai/en_us/202605/what-is-social-impact-assessment/)
- [Artificial Intelligence Disruption: Guide for Executives](https://nilg.ai/en_us/202605/artificial-intelligence-disruption/)
- [10 Real-World Recommender Systems Examples for 2026](https://nilg.ai/en_us/202605/recommender-systems-examples/)
- [What Is Strategic Innovation? A Practical Guide for 2026](https://nilg.ai/en_us/202605/what-is-strategic-innovation/)
- [Unlocking Process Standardization Benefits for Your Business](https://nilg.ai/en_us/202604/process-standardization-benefits/)
- [What Is Enterprise AI and How Does It Drive Business Value](https://nilg.ai/en_us/202604/what-is-enterprise-ai/)
- [What Is Agile Transformation? A Strategic Guide to Faster, Smarter Change](https://nilg.ai/en_us/202604/what-is-agile-transformation/)
- [How to Improve Team Productivity: A Simplified Guide](https://nilg.ai/en_us/202604/how-to-improve-team-productivity/)
- [Transform Your Growth with custom ai software development in 2026](https://nilg.ai/en_us/202604/custom-ai-software-development/)
- [Your Guide to AI for Customer Service in 2026](https://nilg.ai/en_us/202603/ai-for-customer-service/)
- [How Might We Statements: Turn Challenges into Opportunities](https://nilg.ai/en_us/202603/how-might-we-statements/)
- [What Is Conversational AI and How Can It Grow Your Business?](https://nilg.ai/en_us/202603/what-is-conversational-ai/)
- [Generative AI in Healthcare: A Strategic Guide to Boost ROI and Transform Patient Care](https://nilg.ai/en_us/202602/generative-ai-in-healthcare/)
- [Discover the strategic benefits of AI in the workplace: Boost productivity and decisions](https://nilg.ai/en_us/202602/benefits-of-ai-in-the-workplace/)
- [Digital business transformation examples: 10 Real-World Case Studies](https://nilg.ai/en_us/202602/digital-business-transformation-examples/)
- [The 12 Best AI Tools for Small Business to Boost Growth in 2026](https://nilg.ai/en_us/202602/best-ai-tools-for-small-business/)
- [Your Guide to Customer Retention Rate Calculation](https://nilg.ai/en_us/202602/customer-retention-rate-calculation/)
- [What Is Intelligent Automation A Guide to Business Growth](https://nilg.ai/en_us/202601/what-is-intelligent-automation/)
- [AI Driven Decision Making: Your Strategic Guide to Business Transformation](https://nilg.ai/en_us/202601/ai-driven-decision-making/)
- [Unlocking Growth with AI and Innovation](https://nilg.ai/en_us/202601/ai-and-innovation/)
- [The 12 Best Predictive Analytics Tools for Strategic Growth in 2026](https://nilg.ai/en_us/202601/best-predictive-analytics-tools/)
- [AI insights: strategic planning best practices for 2026](https://nilg.ai/en_us/202601/strategic-planning-best-practices/)
- [Machine Learning Algorithms Explained: Practical Guide to AI Models](https://nilg.ai/en_us/202512/machine-learning-algorithms-explained/)
- [A Practical Guide to Reducing Time to Market](https://nilg.ai/en_us/202512/reducing-time-to-market/)
- [Ai Implementation Challenges: A Strategic Guide to Successful Deployment](https://nilg.ai/en_us/202512/ai-implementation-challenges/)
- [Decoding Custom Software Development Costs: A Practical Guide](https://nilg.ai/en_us/202512/custom-software-development-costs/)
- [A Practical Guide to Resource Allocation Optimization](https://nilg.ai/en_us/202512/resource-allocation-optimization/)
- [10 Strategic Process Innovations Examples to Boost Efficiency in 2026](https://nilg.ai/en_us/202511/process-innovations-examples/)
- [What Is Generative AI and How Does It Work?](https://nilg.ai/en_us/202511/what-is-generative-ai/)
- [What Is Prescriptive Analytics Guide](https://nilg.ai/en_us/202511/what-is-prescriptive-analytics/)
- [Your Guide to the Three Horizon Framework for AI Strategy](https://nilg.ai/en_us/202511/three-horizon-framework/)
- [10 Real-World Example of IT Strategy Models for 2026](https://nilg.ai/en_us/202511/example-of-it-strategy/)
- [How to Increase Operational Efficiency and Drive Real Growth](https://nilg.ai/en_us/202510/how-to-increase-operational-efficiency/)
- [What Is Predictive Maintenance and How Does It Work?](https://nilg.ai/en_us/202510/what-is-predictive-maintenance/)
- [How to Build Predictive Models That Drive Business Growth](https://nilg.ai/en_us/202510/how-to-build-predictive-models/)
- [Business Innovation Models: Drive Growth & Stay Competitive](https://nilg.ai/en_us/202510/business-innovation-models/)
- [10 Digital Transformation Best Practices for 2025 Success](https://nilg.ai/en_us/202510/digital-transformation-best-practices/)
- [How to Conduct SWOT Analysis That Drives Real Growth](https://nilg.ai/en_us/202510/how-to-conduct-swot-analysis/)
- [How to Improve Decision Making Skills: Expert Tips & Strategies](https://nilg.ai/en_us/202510/how-to-improve-decision-making-skills/)
- [Your Guide to AI Strategy Consulting Services](https://nilg.ai/en_us/202509/ai-strategy-consulting-services/)
- [AI Consulting for Small Businesses Explained](https://nilg.ai/en_us/202509/ai-consulting-for-small-businesses/)
- [AI Automation for Businesses Guide](https://nilg.ai/en_us/202508/ai-automation-for-businesses/)
- [Top 7 Benefits of AI in Business for 2025](https://nilg.ai/en_us/202508/benefits-of-ai-in-business/)
- [A Guide to Data Science Project Management](https://nilg.ai/en_us/202507/data-science-project-management/)
- [What Is Workflow Automation? Boost Efficiency & Growth](https://nilg.ai/en_us/202507/what-is-workflow-automation/)
- [How to Measure Employee Productivity Without Micromanaging](https://nilg.ai/en_us/202507/how-to-measure-employee-productivity/)
- [Master How to Automate Repetitive Tasks & Save Time](https://nilg.ai/en_us/202507/automate-repetitive-tasks/)
- [Master Your Data Integration Strategy for Business Success](https://nilg.ai/en_us/202507/data-integration-strategy/)
- [Your Guide to Change Readiness Assessment](https://nilg.ai/en_us/202507/change-readiness-assessment/)
- [8 Key Process Automation Benefits for Your Business in 2025](https://nilg.ai/en_us/202507/process-automation-benefits/)
- [Implementing AI in Business: Real-World Guide to Success](https://nilg.ai/en_us/202507/implementing-ai-in-business/)
- [Benefits of Predictive Analytics: Boost Your Business Growth](https://nilg.ai/en_us/202507/benefits-of-predictive-analytics/)
- [Predictive Maintenance Software: Key Strategies & Benefits](https://nilg.ai/en_us/202507/predictive-maintenance-software/)
- [Digital Transformation Roadmap: Real Strategies That Work](https://nilg.ai/en_us/202507/digital-transformation-roadmap/)
- [Best Practices Power BI: Unlock Your Data Potential](https://nilg.ai/en_us/202507/best-practices-power-bi/)
- [Improve Manufacturing Processes: Battle-Tested Strategies](https://nilg.ai/en_us/202507/improve-manufacturing-processes/)
- [Top Data Quality Issues to Watch in 2025](https://nilg.ai/en_us/202507/data-quality-issues/)
- [Discover the Benefits of Business Process Automation Today](https://nilg.ai/en_us/202507/benefits-of-business-process-automation/)
- [Boost Productivity: Tips to Improve Workflow Efficiency](https://nilg.ai/en_us/202507/improve-workflow-efficiency/)
- [Enhance Logistics with a Powerful Route Optimisation Algorithm](https://nilg.ai/en_us/202507/route-optimisation-algorithm/)
- [Top Inventory Optimization Techniques for 2025](https://nilg.ai/en_us/202507/inventory-optimization-techniques/)
- [Are These 5 AI Myths Killing Your Efficiency?](https://nilg.ai/en_us/202507/ai-myths-killing-efficiency-business/)
- [10 Key Sales Forecasting Techniques for 2025](https://nilg.ai/en_us/202507/sales-forecasting-techniques/)
- [Top Business Intelligence Dashboard Examples for 2025](https://nilg.ai/en_us/202507/business-intelligence-dashboard-examples/)
- [Predicting Customer Churn Before It Happens](https://nilg.ai/en_us/202507/predicting-customer-churn/)
- [Managing Operational Risk: Proven Strategies & Best Practices](https://nilg.ai/en_us/202506/managing-operational-risk/)
- [Bottleneck Analysis: Quickly Identify Hidden Constraints](https://nilg.ai/en_us/202506/bottleneck-analysis/)
- [Quality Control Automation: Your Manufacturing Game-Changer](https://nilg.ai/en_us/202506/quality-control-automation/)
- [Top Predictive Maintenance Tools for 2025](https://nilg.ai/en_us/202506/predictive-maintenance-tools/)
- [Supply Chain Predictive Analytics: Transform Operations](https://nilg.ai/en_us/202506/supply-chain-predictive-analytics/)
- [Top Examples of Business Process Automation to Boost Efficiency](https://nilg.ai/en_us/202506/examples-of-business-process-automation/)
- [Machine Learning for Predictive Maintenance: Boost Reliability](https://nilg.ai/en_us/202505/machine-learning-for-predictive-maintenance/)
- [Master Artificial Intelligence Prompt Engineering Today](https://nilg.ai/en_us/202505/artificial-intelligence-prompt-engineering/)
- [Top AI Automations Agency for 2025 | Boost Your Business](https://nilg.ai/en_us/202505/ai-automations-agency/)
- [Top Data Science Companies in Portugal – NILG.AI](https://nilg.ai/en_us/202505/top-data-science-companies-portugal/)
- [Data Science Architecture: Build Scalable Systems](https://nilg.ai/en_us/202505/data-science-architecture/)
- [Prompt Engineering Tips to Boost AI Performance](https://nilg.ai/en_us/202505/prompt-engineering/)
- [Top AI Automations for Business in 2025 | Boost Efficiency](https://nilg.ai/en_us/202505/ai-automations-for-business/)
- [AI Change Management Strategies for Successful Transformation](https://nilg.ai/en_us/202505/ai-change-management/)
- [8 Key Change Management Process Steps to Ensure Success](https://nilg.ai/en_us/202505/change-management-process-steps/)
- [How to Improve Business Efficiency: 10 Key Strategies](https://nilg.ai/en_us/202505/how-to-improve-business-efficiency/)
- [7 Ways AI in Supply Chain Management is Transforming Logistics](https://nilg.ai/en_us/202505/ai-in-supply-chain-management/)
- [7 Employee Training Best Practices for 2025](https://nilg.ai/en_us/202505/employee-training-best-practices/)
- [Machine Learning Business Analytics: Key Strategies for Growth](https://nilg.ai/en_us/202505/machine-learning-business-analytics/)
- [Effective Machine Learning Model Deployment Strategies](https://nilg.ai/en_us/202505/machine-learning-model-deployment/)
- [Top Strategies to Reduce Operational Costs in 2025](https://nilg.ai/en_us/202505/reduce-operational-costs/)
- [Top Strategies to Improve Operational Efficiency Today](https://nilg.ai/en_us/202505/improve-operational-efficiency/)
- [What is Market Basket Analysis? Boost Retail Sales Today](https://nilg.ai/en_us/202505/what-is-market-basket-analysis/)
- [Master Operational Efficiency Metrics to Boost Your Business](https://nilg.ai/en_us/202505/operational-efficiency-metrics/)
- [How to Create a Process Map: A Step-by-Step Guide](https://nilg.ai/en_us/202505/how-to-create-a-process-map/)
- [Top 8 Intelligent Document Processing Solutions for 2025](https://nilg.ai/en_us/202505/intelligent-document-processing-solutions/)
- [Top Business Process Automation Examples to Boost Efficiency](https://nilg.ai/en_us/202505/business-process-automation-examples/)
- [Transform Your Business with Intelligent Process Automation](https://nilg.ai/en_us/202505/intelligent-process-automation/)
- [Overcoming Digital Transformation Challenges: Expert Tips](https://nilg.ai/en_us/202505/digital-transformation-challenges/)
- [8 Analytic Data Solutions Powering Businesses in 2025](https://nilg.ai/en_us/202505/analytic-data-solutions/)
- [Small Business Data Analytics: Boost Growth Effectively](https://nilg.ai/en_us/202505/small-business-data-analytics/)
- [Machine Learning for Business: Boost Growth & Results](https://nilg.ai/en_us/202505/machine-learning-for-business/)
- [How to Implement AI in Business: A Step-by-Step Guide](https://nilg.ai/en_us/202504/how-to-implement-ai-in-business/)
- [Expert AI Strategy Consulting for Business Transformation](https://nilg.ai/en_us/202504/ai-strategy-consulting/)
- [Top AI Business Solutions to Boost Your Growth](https://nilg.ai/en_us/202504/ai-business-solutions/)
- [Data Driven Decision Making: Growth Strategies](https://nilg.ai/en_us/202504/data-driven-decision-making/)
- [NILG.AI Named Top ML Development Company](https://nilg.ai/en_us/202504/nilg-ai-named-a-top-m-le-development-company-by-vendorland/)
- [NILG.AI Joins Microsoft’s Learn with Creators Program](https://nilg.ai/en_us/202501/nilg-ai-joins-microsofts-learn-with-creators-program/)
- [AI City Intelligence](https://nilg.ai/en_us/202410/ai-city-intelligence/)
- [EcoRouteAI: Waste Collection Point Optimization with Artificial Intelligence](https://nilg.ai/en_us/202409/ai-waste-management/)
- [NILG.AI Named a Top AI Company in Portugal by The Manifest](https://nilg.ai/en_us/202408/most-reviewed-ai-companies-in-portugal/)
- [Can Your Business Optimize AI Predictive Models?](https://nilg.ai/en_us/202405/can-your-business-optimize-ai-predictive-models/)
- [Is Your Business Ready for Generative AI Risks?](https://nilg.ai/en_us/202405/is-your-business-ready-for-generative-ai-risks/)
- [Can the STAR Framework Streamline Your AI Projects?](https://nilg.ai/en_us/202405/can-the-star-framework-streamline-your-ai-projects/)
- [Will AI Impact Your Future Job?](https://nilg.ai/en_us/202404/will-ai-impact-your-future-job/)
- [Link to Leaders Awarded NILG.AI Startup of the Month](https://nilg.ai/en_us/202404/link-to-leaders-awarded-nilg-ai-startup-of-the-month/)
- [Can Machine Learning Revolutionize Your Business?](https://nilg.ai/en_us/202404/can-machine-learning-revolutionize-your-business/)
- [Can ‘Old but Gold’ Predictions Minimize AI Costs?](https://nilg.ai/en_us/202404/can-old-but-gold-predictions-minimize-ai-costs/)
- [Can AI Revolutionize Your Marketing Strategy?](https://nilg.ai/en_us/202404/can-ai-revolutionize-your-marketing-strategy/)
- [Can AI Turn Your Business Risks into Opportunities?](https://nilg.ai/en_us/202403/can-ai-turn-your-business-risks-into-opportunities/)
- [How Often Should You Retrain Machine Learning Models?](https://nilg.ai/en_us/202403/how-often-should-you-retrain-machine-learning-models/)
- [Reject Option: Your AI Model Has the Right to Remain Silent](https://nilg.ai/en_us/202403/reject-option-explained/)
- [Empowering Future Leaders with AI: NILG.AI at UPdate 2024](https://nilg.ai/en_us/202403/empowering-future-leaders-with-ai-update-2024/)
- [What Does Artificial Intelligence Mean For Your Business?](https://nilg.ai/en_us/202403/what-does-ai-mean-for-your-business/)
- [AI in the waste management industry](https://nilg.ai/en_us/202403/ai-in-the-waste-management-industry/)
- [7 Reasons Why People Resist AI Models and How to Overcome Them](https://nilg.ai/en_us/202403/7-reasons-why-people-resist-ai-models/)
- [Business-centric AI: A New Perspective for Your Company](https://nilg.ai/en_us/202402/business-centric-ai-explained/)
- [Long-term vs. Short-term Predictions in Machine Learning](https://nilg.ai/en_us/202401/choosing-prediction-window-machine-learning/)
- [Ditch the Crystal Ball: Reverse-Engineering with Machine Learning](https://nilg.ai/en_us/202312/ditch-the-crystal-ball-reverse-engineering-with-machine-learning/)
- [Unlocking Business Success with Langchain: The Power of Smart Document Summarization](https://nilg.ai/en_us/202312/unlocking-business-success-with-langchain-the-power-of-smart-document-summarization/)
- [Building AI and Data teams: Who to Hire First](https://nilg.ai/en_us/202312/hiring-data-teams/)
- [Customizing Language Models: Fine-Tuning vs. Prompt Engineering](https://nilg.ai/en_us/202311/customizing-language-models-fine-tuning-vs-prompt-engineering/)
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- [NILG.AI learning culture](https://nilg.ai/en_us/202210/nilg-ai-learning-culture/)
- [Why and how we changed](https://nilg.ai/en_us/202209/why-and-how-we-changed/)
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- [NILG.AI in the AI community](https://nilg.ai/en_us/202209/nilg-ai-in-the-ai-community/)
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- [New internships in AI: Privacy-preserving ML and Similarity Learning](https://nilg.ai/en_us/202204/new-internships-in-ai-privacy-preserving-ml-and-similarity-learning/)
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- [Self-Supervised Learning workshop at the XIII Symposium on Bioengineering](https://nilg.ai/en_us/202203/self-supervised-learning-workshop-at-the-xiii-symposium-on-bioengineering/)
- [Teaching Models With Free Data](https://nilg.ai/en_us/202202/teaching-models-with-free-data/)
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- [Insights in AI applied to Credit Scoring](https://nilg.ai/en_us/202107/insights-in-ai-applied-to-credit-scoring/)
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- [ML System Design: Federated Learning](https://nilg.ai/en_us/202107/ml-system-design-federated-learning/)
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- [Embedding Domain Knowledge](https://nilg.ai/en_us/202102/embedding-domain-knowledge/)
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- [An Overview of Churn Prediction](https://nilg.ai/en_us/202101/an-overview-of-churn-prediction/)
- [Reducing Unemployment using AI](https://nilg.ai/en_us/202101/reducing-unemployment-using-ai/)
- [Closing Remarks from 2020 and insights of our practice](https://nilg.ai/en_us/202012/closing-remarks-from-2020-and-insights-of-our-practice/)
- [Difficult Targets to Optimize: the ROC AUC](https://nilg.ai/en_us/202012/difficult-targets-to-optimize-the-roc-auc/)
- [Artificial Intelligence at COVID19](https://nilg.ai/en_us/202011/ai-at-covid19-what-we-are-overlooking/)
- [Explainable AI in Healthcare](https://nilg.ai/en_us/202011/explainable-ai-in-healthcare/)
- [Fighting cervical cancer with Artificial Intelligence](https://nilg.ai/en_us/202008/fighting-cervical-cancer-with-artificial-intelligence/)
- [Fairness in AI](https://nilg.ai/en_us/202008/fairness-in-ai/)
- [Applying geospatial data for Machine Learning, with a focus on social good](https://nilg.ai/en_us/202007/applying-geospatial-data-for-machine-learning-with-a-focus-on-social-good/)
- [Experiment Management and Reproducible Research](https://nilg.ai/en_us/202007/experiment-management-and-reproducible-research/)
- [Who is tampering your meters? Fraud detection in Utilities](https://nilg.ai/en_us/202006/who-is-tampering-your-meters-fraud-detection-in-utilities/)
- [Detecting Errors in Insurance Claims](https://nilg.ai/en_us/202005/detecting-errors-in-insurance-claims/)
- [Thermal Imaging in AI](https://nilg.ai/en_us/202004/thermal-imaging-in-ai/)
- [Embedding Domain Knowledge for Estimating Customer Lifetime Value](https://nilg.ai/en_us/202004/embedding-domain-knowledge-for-estimating-customer-lifetime-value/)
- [Appendix: Embedding Domain Knowledge for CLV Estimation](https://nilg.ai/en_us/202004/appendix-embedding-domain-knowledge-for-estimating-customer-lifetime-value/)
- [Objectively Estimating Data Quality](https://nilg.ai/en_us/202002/objectively-estimating-data-quality/)
- [AI in healthcare: from disease to society](https://nilg.ai/en_us/202002/ai-in-healthcare-from-disease-to-society/)
- [An AI blog for business and technical people](https://nilg.ai/en_us/202001/an-ai-blog-for-business-and-technical-people/)