Dr. Danish Rafique: Path to AI Production - A Strategy for Value Creation

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Congratulations. Your AI business case is crisp; you already have a data strategy in place; your proof-of-concept looks and feels great; you have the right talent to build the AI product or service which will push your organisation directly into the digital age. Sounds familiar? It is at this stage where most organisations give up on the AI initiatives due to lack of value creation. Why is that, one might ask? The business case was already locked, among other aspects, where's the problem at? One word: Production. AI products and services are notoriously different in terms of production than any other SW, and traditional workflows do not work anymore. This is what we are going to talk about. I will share my vision, blue print and personal stories across telecom, manufacturing and automotive industries, including both corporate and start-up experiences. I will tell you how to go from a shiny proof-of-concept to AI production systems, what challenges we faced, and the best practices to avoid the pitfalls.
Key takeaways: 1) Vision and strategy to create value out of AI - The last mile
2) How to go from a shiny proof-of-concept to AI production systems
3) AI production challenges and pitfalls
4) Multi-industry use cases across corporate and start-up ecosystems

Language: English • Duration: 17:20 • Resolution: 1280x720

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