Title
AWS re:Invent 2022 - Ready, set, innovate: Building for the future (PRT316)
Summary
- Jeff Deverter from Rackspace introduces the session and the speakers, Rick Gruenhagen (CTO at Innovize) and Boaz Brender (Head of Innovize SaaS Engineering AI Architecture).
- Innovize, an Autodesk company, has been a leader in software analytics for the water industry for over three decades, helping utilities worldwide with water infrastructure.
- The session discusses the global water crisis, including scarcity, poor management, and aging infrastructure, highlighting the need for better water management and infrastructure maintenance.
- Innovize's mission is to democratize smart water management, providing cost-effective solutions for utilities to optimize operational performance and predict future scenarios.
- The company's solutions cover the entire water lifecycle, utilizing design and hydraulic simulation tools, asset management, operational monitoring, predictive analytics, and AI.
- Innovize's journey to building their digital twin platform, Info360, on AWS is shared, detailing how it provides real-time visibility and predictive capabilities for water utilities.
- Boaz Brender explains the technical architecture of Innovize's SaaS solution, emphasizing the use of AWS services for scalability, real-time data ingestion, and AI-driven optimization.
- A case study of Anglian Water is presented, showcasing the significant cost savings and operational improvements achieved through Innovize's ML solution and AWS technologies.
Insights
- Innovize's transformation from an on-premises software provider to a cloud-based SaaS solution on AWS demonstrates the power of digital transformation in the water industry.
- The use of AWS services, such as Lambda, Fargate, IoT Greengrass, and SageMaker, has enabled Innovize to develop scalable, serverless, and real-time solutions for their customers.
- The concept of a dynamic digital twin, which continuously updates with real-time data, is a significant advancement in modeling physical systems and optimizing infrastructure performance.
- Innovize's approach to development emphasizes minimizing undifferentiated heavy lifting, allowing AWS to handle infrastructure complexities while focusing on innovation and customer value.
- The partnership between Innovize and Onika, and the evolution of their relationship, highlights the importance of collaboration and leveraging expertise in cloud transformation journeys.
- The adoption of an event-driven architecture has allowed Innovize's teams to work independently and efficiently, reducing the need for cross-team coordination and accelerating product development.
- Innovize's innovation cycle, where technical teams take a week off every seven weeks to explore new ideas, reflects a culture that values creativity and continuous improvement.
- The case study of Anglian Water illustrates the real-world impact and scalability of Innovize's solutions, with potential for significant cost savings and environmental benefits across the water utility industry.