AI and ML for Software Companies
How Software Companies innovate their software applications and advance their business with generative AI and Machine Learning on AWS
Software Businesses can leverage AWS Machine Learning and AI services to innovate their solutions. Innovation enables you to differentiate your products, increase customer retention and delights your customers.
Introducing GenAI for your software applications
Generative AI is a type of AI that can create new content and ideas, including conversations, images, music, and code.As software companies continue to drive differentiation and innovation in their products, their development teams are showing growing interest in Gen AI technologies: they can use them to perform various tasks without complex, time-consuming data labeling and training and also easily access them through APIs or interactive clients.Join us for a conversation with Jeffrey Hammond, Head of ISV Product Transformation, where we will discuss important decisions product strategists in software companies must make when setting a Generative AI strategy, we will review examples of use cases that are good starting points for experimentation and we will explore resources and programs that development and data science teams can use to accelerate delivery of Gen AI enabled software products.
Speakers: Jeffrey Hammond, Head of ISV Product Transformation, AWS, Adam Stanley, Solutions Architect, AWS
Unlocking the Potential of Generative AI on AWS
Generative AI is transforming businesses with new possibilities across industries. To harness its potential, robust infrastructure and services are required. This video explores how AWS empowers impactful generative AI apps through services like CodeWhisperer and Bedrock. Through examples and demos, it showcases their capabilities. It also examines recommended architectures for building generative AI applications using AWS's managed offerings. Real-world examples demonstrate how organizations are already benefiting from AWS's generative AI services, including cost reduction, automated content generation, and innovative customer experiences.
Speaker: Amit Lulla, Principal Solutions Architect, AWS
Improving relevance of responses in GenAI applications
Focus of this webinar is to discuss how organisations can drive trust by investing into improvements in relevancy of results returned by their Generative AI applications. The session covers known limitations of Foundation Models, from knowledge cut-off to data privacy challenges, and discusses fine-tuning, as well as Retrieval Augmented Generation (RAG) as means to address them. Participants will learn about the benefits, and trade-offs of each technique. To help organisations to chose suitable method for their individual use-case, practical tips and considerations are discussed too. Special scenarios include integrating real-time data sources, but also more advanced use cases, such as technique known as Graph RAG, combining graph databases, and Generative AI. This webinar is geared not only towards organizations deploying Generative AI in sensitive environments, but anyone that sees trustworthiness in Generative AI as strategic objective to drive business growth.
Speaker: Tomas Sykora, Principal Solutions Architect, AWS
Innovation quick wins - how software businesses can accelerate with AI
The breadth and depth of AWS services makes innovative technologies available to all software solutions. We share insights that Software Businesses can integrate into their products as quick wins. The key to success is to introduce ideas early and to evolve with customer feedback. Operating in a SaaS model reduces time-to-market and allows you to deliver innovation to the market quickly.
Speaker: Kilian Ruess, SaaS Advisor, AWS
How AI and ML can improve your software business growth and customer retention
Hear from AI/ML expert Zoe Hillenmeyer, COO of Peak AI. Artificial Intelligence (AI) has had an astounding last decade. 10 years ago, chat bots were just becoming a possibility, and only the earliest of language models were commercially viable. Now, key innovations have transformed the viability of using these technologies. In less than 30 minutes, we'll cover how AI has changed in the last 10 years, and what's coming next. Any business leader trying to keep up with what's real (and what's still hype) in the AI market, should watch this session.
Speaker: Zoe Hillenmeyer, CCO, Peak AI
How can ML services on AWS help organisations deliver value quickly?
An introduction to the Machine Learning service offerings that AWS provides to Software Businesses to transform and gain value more quickly. In this video, we will share how to get started and begin innovating your software applications.
Speaker: Amit Lulla, Principal Solutions Architect, AWS
AWS executive lunch and learn - finding the true purpose of Machine Learning
The concepts of AI/ML have, for so long, captured the imaginations of many and now AI-powered applications are embedded into our daily lives. AWS have invited AIML experts to this virtual fireside chat to discuss the latest and greatest AIML trends and how these technologies still have a way to go to reach their full potential and benefit businesses in more meaningful ways.
Speakers: Paddy Fitzpatrick - UKI Enterprise Software and SaaS Leader, AWS, Steven Fung - Principal Specialist AI/ML, AWS, Richard Potter - Co-Founder and CEO, Peak AI