Uploaded July 2026 | Updated September 2026, 3 weeks ago
*Featured in this video:* Kieren Johnson, Head of IT at Ocado Retail
*Executive summary:* Ocado Retail, the world’s largest dedicated online supermarket, continues to redefine how the world shops, powering even more personalized experiences with Google Cloud. With more than 47,000 different products and over 1.2 million active customers, manual creation processes couldn’t scale to produce tailored marketing content needed to make every customer’s experience feel personal. Harnessing Google’s Imagen and Veo models on Vertex AI, Ocado Retail can now quickly generate creative content like ad banners, tailored to the specific product messaging from suppliers and individual shopping preferences. Over 1,500 employees are also using Google Workspace with Gemini and tools like NotebookLM to automate away the repetitive tasks that take them away from the critical work that enables Ocado Retail to serve up fresh value, convenient service, and unbeatable choice for customers. With Google Cloud, it’s a win across the board: Shoppers discover new products through personalized offers, suppliers get more targeted outreach, and teams have more time to focus on what they do best.
*Challenge:* Suppliers want to connect with customers on a personal level, but Ocado Retail’s manual creation processes struggled to keep pace with the massive scale required to produce unique, tailored marketing content for over 1.2 million active customers across a vast range of more than 47,000 products.
*Solution:* Building on its previous partnership with Google Cloud to build a strong data and foundation for more advanced personalization, Ocado Retail tapped into Google AI to automate the creation of marketing content, starting with one of its most labor-intensive tasks: ad banners. Using Imagen and Veo models on Vertex AI, Ocado Retail to automatically generate unique, tailored ad banners — a monthly process that previously required over 100 people. In addition, over 1,500 employees are using Google Workspace with Gemini and tools like NotebookLM to automate away repetitive tasks — from taking meeting notes to coding and deep research — giving them more time to focus on the high-value conversations with suppliers and customers that help Ocado Retail deliver fresh value, convenient service, and unbeatable product choice.
*Results:* With Google Cloud, Ocado Retail has transformed its ability to scale banner creation while enabling more personalized connections between its suppliers and customers — paving the way for broader automation plans, including social media images and video content. Ultimately, this foundational first step has been a win across the board: More value for shoppers, deeper customer connections for suppliers, and more time for teams to focus on building relationships that drive the business.
*Key takeaways and highlights from our interview with Kieren Johnson, Head of IT at Ocado Retail:*
→ “If you haven't used Veo 3, there’s a genuine ‘wow.’ Suppliers really want the idea that they can speak quite personally to our customers, and we want to help make those conversations possible. But the challenge is there’s over 1.2 million active customers and there's 47,000 products. So if you want to put a large number of different banners or content on your website unique to that relationship — that's obviously at a scale that's impossible.”
→ “We're using Imagen and Veo to help us with our banner creation process. It allows us to scale up so our suppliers can get more personalized messages to our customers. It gives our customers that opportunity to discover new products that they may not otherwise have seen. That is huge. There’s something like 106 people involved in banner stuff all throughout, and we refresh these banners every month. It’s just a huge operation where lots of gears are turning all the time to make this happen. So, we’re really keen to automate some of that.”
→ “Currently, 1,500 of my colleagues are using Google Workspace with Gemini and some standout cases are the things like meeting notes, as a code assistant, as a deep research tool — I literally just used NotebookLM to create a podcast for me. It’s super fast learning. It’s like being in the Matrix.”
*Google Cloud products used:* Gemini, Veo, Imagen, Google Workspace
*Learn more:*
→ Ocado Retail: Delivering quality and value to grocery shoppers through efficient operations workspace.google.com/customers/ocadoretail
→ Ocado Technology: Delivering powerful product performance with consistent data insights cloud.google.com/customers/ocado
→ How one brand grew revenue and reduced churn through scaled customer personalization
cloud.google.com/blog/topics/partners/ocado-retail-improves-personalization-with-google-cloud
*Featured in this video:* Kieren Johnson, Head of IT at Ocado Retail
*Executive summary:* Ocado Retail, the world’s largest dedicated online supermarket, continues to redefine how the world shops, powering even more personalized experiences with Google Cloud. With more than 47,000 different products and over 1.2 million active customers, manual creation processes couldn’t scale to produce tailored marketing content needed to make every customer’s experience feel personal. Harnessing Google’s Imagen and Veo models on Vertex AI, Ocado Retail can now quickly generate creative content like ad banners, tailored to the specific product messaging from suppliers and individual shopping preferences. Over 1,500 employees are also using Google Workspace with Gemini and tools like NotebookLM to automate away the repetitive tasks that take them away from the critical work that enables Ocado Retail to serve up fresh value, convenient service, and unbeatable choice for customers. With Google Cloud, it’s a win across the board: Shoppers discover new products through personalized offers, suppliers get more targeted outreach, and teams have more time to focus on what they do best.
*Challenge:* Suppliers want to connect with customers on a personal level, but Ocado Retail’s manual creation processes struggled to keep pace with the massive scale required to produce unique, tailored marketing content for over 1.2 million active customers across a vast range of more than 47,000 products.
*Solution:* Building on its previous partnership with Google Cloud to build a strong data and foundation for more advanced personalization, Ocado Retail tapped into Google AI to automate the creation of marketing content, starting with one of its most labor-intensive tasks: ad banners. Using Imagen and Veo models on Vertex AI, Ocado Retail to automatically generate unique, tailored ad banners — a monthly process that previously required over 100 people. In addition, over 1,500 employees are using Google Workspace with Gemini and tools like NotebookLM to automate away repetitive tasks — from taking meeting notes to coding and deep research — giving them more time to focus on the high-value conversations with suppliers and customers that help Ocado Retail deliver fresh value, convenient service, and unbeatable product choice.
*Results:* With Google Cloud, Ocado Retail has transformed its ability to scale banner creation while enabling more personalized connections between its suppliers and customers — paving the way for broader automation plans, including social media images and video content. Ultimately, this foundational first step has been a win across the board: More value for shoppers, deeper customer connections for suppliers, and more time for teams to focus on building relationships that drive the business.
*Key takeaways and highlights from our interview with Kieren Johnson, Head of IT at Ocado Retail:*
→ “If you haven't used Veo 3, there’s a genuine ‘wow.’ Suppliers really want the idea that they can speak quite personally to our customers, and we want to help make those conversations possible. But the challenge is there’s over 1.2 million active customers and there's 47,000 products. So if you want to put a large number of different banners or content on your website unique to that relationship — that's obviously at a scale that's impossible.”
→ “We're using Imagen and Veo to help us with our banner creation process. It allows us to scale up so our suppliers can get more personalized messages to our customers. It gives our customers that opportunity to discover new products that they may not otherwise have seen. That is huge. There’s something like 106 people involved in banner stuff all throughout, and we refresh these banners every month. It’s just a huge operation where lots of gears are turning all the time to make this happen. So, we’re really keen to automate some of that.”
→ “Currently, 1,500 of my colleagues are using Google Workspace with Gemini and some standout cases are the things like meeting notes, as a code assistant, as a deep research tool — I literally just used NotebookLM to create a podcast for me. It’s super fast learning. It’s like being in the Matrix.”
*Google Cloud products used:* Gemini, Veo, Imagen, Google Workspace
*Learn more:*
→ Ocado Retail: Delivering quality and value to grocery shoppers through efficient operations workspace.google.com/customers/ocadoretail
→ Ocado Technology: Delivering powerful product performance with consistent data insights cloud.google.com/customers/ocado
→ How one brand grew revenue and reduced churn through scaled customer personalization
cloud.google.com/blog/topics/partners/ocado-retail-improves-personalization-with-google-cloud



![New Way Now: CGI modernizes 30 years of code with Gemini Code Assist and Gemini CLI
*Featured in this video:* Fred Miskawi, Vice President of AI Innovation, and Steve Zemanick, Director, National AI Strategy & Technical Lead, CGI
*Executive summary:* CGI, a global IT and business consulting firm, uses Gemini Code Assist and Gemini CLI to manage the complexity of codebases developed over 30 years. By integrating these AI tools across the entire software development lifecycle, CGI has seen a significant increase in developer velocity, producing 30-40% more output after just three months of ramp-up. The solution allows developers to navigate legacy estates, automate mundane tasks like test coverage, and perform sophisticated agentic development — all while maintaining high code quality and avoiding task switching.
*Challenge:* CGI manages a massive estate of legacy applications for thousands of global clients, many of which contain layers of complexity built up over three decades. These clients face the constant need for upgrade cycles, but navigating and understanding such vast, complex codebases often slows down development velocity. Furthermore, because over 20% of CGI’s revenue is derived from its own Intellectual Property (IP), the company must constantly innovate and maintain its own product suites while ensuring high levels of test coverage and code quality. Developers previously struggled with task switching and the repetitive aspects of coding — such as writing boilerplate and documenting APIs — which detracted from strategic problem-solving.
*Solution:* CGI implemented Gemini Code Assist and Gemini CLI to augment the software development lifecycle. Developers use Code Assist within their IDE to get real-time answers about APIs, look up reference documentation, and optimize algorithms without switching tasks. To handle the most complex legacy codebases, the team uses Gemini CLI for deeper code understanding and more sophisticated agentic use cases. Beyond development, this AI-powered ecosystem is also used for test automation and validating the value delivered to clients, ensuring that AI-driven insights are applied the right way across industries.
*Result:* The adoption of Gemini has transformed CGIs delivery model, with teams producing 30-40% more output after a three-month ramp-up. The tools have significantly increased test coverage and code readability across both client projects and CGI’s own IP, while Gemini’s ability to handle the context of large codebases allows developers to navigate 30 years of industry development effectively. By automating repetitive tasks like troubleshooting errors and creating boilerplate code, developers can also focus on higher value tasks.
*Highlights and key takeaways from our interview with Fred Miskawi and Steve Zemanick:*
→ “Theres an organic growth of [Gemini] Code Assist thats evolving right now, and thats thanks to the quality and the value of what Google is producing.”
→ “With Gemini Code Assist and Gemini CLI within one place, [developers are] able to understand code and work on specific problems all without task switching.”
→ “Gemini seems to be handling the context of our larger, more complex code bases in a way that some of the other tools are not.”
*Google Cloud products used:* Gemini Code Assist, Gemini CLI
*Learn more:*
https://codeassist.google/
https://geminicli.com/ New Way Now: CGI modernizes 30 years of code with Gemini Code Assist and Gemini CLI](https://i.ytimg.com/vi/tTCj6QNsm-0/mqdefault.jpg)






