{"podcast":{"title":"Data Futurology - Leadership And Strategy in Artificial Intelligence, Machine Learning, Data Science","slug":"data-futurology-leadership-and-strategy","podcast_index_feed_id":68063,"rss_url":"https://anchor.fm/s/3fab060/podcast/rss","website_url":"https://www.datafuturology.com/","image_url":"https://d3t3ozftmdmh3i.cloudfront.net/production/podcast_uploaded/567608/567608-1593736387795-5897b4f790597.jpg","author":"Felipe Flores","episode_count":266,"summary":"Artificial intelligence is a tremendously beneficial technology that's advancing at an incredibly rapid pace. As more and more organisations adopt and implement AI we find that the main challenges are not in the technology itself but in the human side, ie: the approaches, chosen problems and what's called 'the last mile', etc. That's why Data Futurology focuses on the leadership side of AI and how to get the most value from it. Join me, Felipe Flores, a Data Science executive with almost 20 years of experience in the space. Every week I speak with top industry leaders from around the world","last_synced_at":null,"page_url":"https://stenobird.com/podcast/data-futurology-leadership-and-strategy"},"episode":{"title":"#231: Revolutionising Property Technology with Modular Analytics, with General Manager, Innovation & Advanced Analytics of Investa Property Group","slug":"231-revolutionising-property-technology-with-modular-analytics-with-general-manager-innovation-advanced-analytics-of-investa-property-group","published_at":"2023-05-10T00:54:12+00:00","page_url":"https://stenobird.com/podcast/data-futurology-leadership-and-strategy/231-revolutionising-property-technology-with-modular-analytics-with-general-manager-innovation-advanced-analytics-of-investa-property-group","show_page_url":"https://stenobird.com/podcast/data-futurology-leadership-and-strategy","url":"https://podcasters.spotify.com/pod/show/datafuturology/episodes/231-Revolutionising-Property-Technology-with-Modular-Analytics--with-General-Manager--Innovation--Advanced-Analytics-of-Investa-Property-Group-e233ocg","audio_url":"https://anchor.fm/s/3fab060/podcast/play/69377872/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2023-3-27%2F420c916d-8641-9c29-7a8a-22090df25d0d.mp3","summary":"Learn how to spin off corporate innovation into a successful data startup. Joanna Marsh shares her journey of transitioning from a corporate leader at Investa to the CEO of Exomnia, a modular analytics platform.","meta_description":"Discover the challenges of building a data startup, from navigating enterprise security requirements to managing conflicts of interest with corporate inve…","key_points":["Failure mode: Underestimating the time required to meet enterprise-grade cybersecurity, insurance, and privacy compliance","Practical takeaway: Use open-source components to allow other startups to easily plug into your data platform","Main idea: Corporate-backed spin-offs can leverage existing subject matter expertise to solve industry-specific data gaps","Practical takeaway: Maintain radical transparency with investors and partners to navigate complex conflicts of interest","Main idea: The real value in property technology lies in achieving hyper-granularity in data to find investment alpha"],"chapters":[{"start_ms":290000,"title":"Transitioning from Corporate to Founder","summary":"Joanna discusses her experience leading innovation at Investa and how her corporate role provided the foundation for her startup journey."},{"start_ms":530000,"title":"The Genesis of Exomnia","summary":"A look at the long-term planning and structured career approach required to move from an idea to an active business."},{"start_ms":990000,"title":"Navigating Legal and Investor Complexity","summary":"The 18-month struggle of working through legal frameworks, foundational partner agreements, and investor negotiations."},{"start_ms":1490000,"title":"The Burden of Enterprise Compliance","summary":"How meeting strict MSA, privacy, and cyber security requirements can delay even the most promising startups."},{"start_ms":1950000,"title":"Mitigating Risk via Proactive Security","summary":"Why starting the cybersecurity and compliance process before closing funding rounds is critical for data companies."},{"start_ms":2190000,"title":"The Power of Open Source and Interoperability","summary":"Using open-source panels to allow third-party developers to push insights back through the platform without moving raw data."},{"start_ms":2650000,"title":"Driving Efficiency in PropTech","summary":"How modular analytics can reduce time and error costs by 50% in the current economic climate."}],"topics":["PropTech","Data Startups","Corporate Venture","Advanced Analytics","Cybersecurity Compliance","Business Strategy","Innovation Management","Modular Analytics"],"duration_seconds":3132,"processing_state":"processed","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/data-futurology-leadership-and-strategy/episodes/231-revolutionising-property-technology-with-modular-analytics-with-general-manager-innovation-advanced-analytics-of-investa-property-group/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/data-futurology-leadership-and-strategy/231-revolutionising-property-technology-with-modular-analytics-with-general-manager-innovation-advanced-analytics-of-investa-property-group.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}