Gabriel Millien, MBA, PMP, SAFe SPC, NACD D.C

In my experience, companies can improve their strategies, for preventing data breaches by utilizing AI and machine learning using the following steps: 1. Investing in advanced threat intelligence platforms powered by AI to collect and analyze data for detecting threats. 2. Implementing user behavior analytics driven by AI to monitor activities that could indicate insider threats. 3. Deploying intrusion detection and prevention systems based on AI technology to monitor network traffic and detect threats in time. 4. Using security automation powered by AI to automate tasks such, as managing patches and responding to security incidents. 5. Continuously update AI models to stay ahead of evolving cybersecurity threats for performance.

In today's digital world, cyber resilience is vital. In my experience, I've found that emerging technologies can significantly enhance data breach prevention. Here are some steps to apply cyber resilience effectively: 1-Regular Risk Assessments: Identify vulnerabilities and prioritize mitigation. 2- Multi-Layered Defense: Use firewalls, intrusion detection, and endpoint protection. 3- Cybersecurity Culture: Train employees and conduct phishing simulations. Incident Response Plans: Develop and test protocols for coordinated responses. 4- Automation and AI: Streamline operations and enhance threat detection. These steps, coupled with emerging technologies applications, can fortify cyber resilience, and reduce breach risks.

1-Modular Design: Use modular design for easy customization and repair, e.g., Fairphone smartphones. 2-Sharing Economy: Implement sharing or renting models, e.g., Zipcar (car-sharing) 3-Local Resources: Harness local materials and labor, reducing costs and eco-impact, like EarthEnable's flooring. 4-Digital Platforms: Employ digital tech for efficiency and wider reach, e.g., Duolingo 5-Collaborative Innovation: Partner with businesses, universities, or research institutions for joint ventures, like Unilever's sanitation initiatives. 6-Open Source Technologies: Adopt open source for affordability and collaboration, e.g., RepRap 3D printer project. 7-Lean Manufacturing: Use lean principles to minimize waste and enhance efficiency.

Some great additional frugal innovation examples: - Embrace Innovations: A low-cost infant warmer designed to save premature and low-birth-weight babies in developing countries, using a phase change material instead of electricity. - Solar Ear: A Brazil-based company that produces affordable and eco-friendly solar-powered hearing aids for low-income communities. - TeleStory: A mobile application that allows volunteers to record themselves reading children's books, which are then shared with underprivileged children to improve their literacy skills. - Paperfuge: A low-cost, hand-powered centrifuge made of paper, inspired by the spinning mechanics of a whirligig toy, enabling medical testing in remote areas without access to electricity.

📌 Here are some valuable steps I would recommend when validating a lean canvas for your business idea: 1️⃣ Customer Segments: Survey to understand needs 2️⃣ Problem: Analyze trends, competitors, consult experts 3️⃣ Solution: Develop MVP, gather feedback 4️⃣ USP: Test with surveys/focus groups 5️⃣ Channels: Experiment, track engagement, conversions 6️⃣ Revenue: Research market, competitors 7️⃣ Costs: Assess, get quotes, iterate on the financial model 8️⃣ Metrics: Monitor performance indicators 9️⃣ Unfair Advantage: Analyze feedback, competitors These steps can help you effectively validate your lean canvas, ensuring you're on the right track to build a successful and sustainable business. 💼🚀

Augmented Reality (AR) and Virtual Reality (VR) are revolutionizing healthcare, offering innovative solutions and enhanced patient experiences. These immersive technologies enable medical professionals to visualize complex anatomical structures, improve diagnostics, and streamline surgical procedures. AR/VR applications in medical training provide realistic simulations, boosting skills acquisition and confidence in practitioners. Telemedicine benefits from these advancements, bridging gaps between patients and providers. As AR/VR devices become more affordable and accessible, their impact on healthcare will continue to grow, driving better patient outcomes and transforming the medical landscape.