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ace turtle

ace turtle accelerates retail innovation with Google AI

Google Cloud Results

ace turtle modernizes retail with Google Cloud, automating catalogs, scaling faster, and reducing costs by 30%.

The new way to innovate in retail at scale

ace turtle is a tech-led retail group that is at the forefront of India’s next phase of omnichannel transformation. Headquartered in Bengaluru, the company has vertically integrated the entire value chain, from design, local manufacturing and marketing to direct consumer reach.

Powered by proprietary technology that leverages data science from design to fulfilment, ace turtle seamlessly connects brands with ever-evolving consumer expectations.

With a team of over 150 professionals at its Bengaluru headquarters, ace turtle is the exclusive licensee of iconic global brands (including Lee®, Wrangler®, G-STAR and Dockers®) for India and other South Asian markets.

As the company continued with its rapid growth, it faced the exciting challenge of scaling operations while delivering greater speed and personalization to customers.

With Google Cloud, we went live seamlessly with minimal manual intervention — accelerating catalog and content creation like never before.

Soumya Bardhan

Director of Engineering, ace turtle

That’s when the company decided to migrate — not just to modernize its cloud infrastructure, but to adopt a long-term, holistic approach to its overall technology stack. ace turtle needed a dynamic system that could scale seamlessly during sales peaks, optimize resources during downtime and automate time-consuming tasks. Google Cloud emerged as the clear choice, offering serverless, AI-ready solutions and a robust partner ecosystem to ensure a smooth and strategic transition.

In August 2024, ace turtle completed its migration to Google Cloud in two and a half months, deploying applications on Cloud Run and hosting databases on virtual machines. Cloud Load Balancing and Cloud CDN now ensure low-latency performance across customer-facing platforms, while Pub/Sub and Dataflow enable real-time processing of orders, catalogs, and inventory. Within the first year, the new architecture delivered a 25–30% reduction in infrastructure management overhead and savings in cloud costs.

ace turtle team at an event

Why Google Cloud?

ace turtle deployed Gemini and Google Cloud strategically to transform its most labor-intensive workflows. Catalog photoshoots that once required models, studios, and weeks of effort are now automated using AI-generated imagery. Product descriptions, previously outsourced to agencies, are now created automatically for brand websites, resulting in reduced costs and accelerated time to market.

By automating these processes, ace turtle has streamlined product launches and reduced dependency on external resources. Designers and merchandisers can focus on creating a brand experience rather than producing repetitive content. The shift has also improved accuracy and consistency across digital catalogs, ensuring a unified customer experience.

The results go beyond efficiency. Automated catalog production enables faster entry of new products into the market, giving ace turtle a competitive edge during seasonal peaks.

ace turtle has also ensured that its new infrastructure, now well-established, can scale without downtime during major sales events, so customers can always get what they want. Its order and inventory systems can handle surges seamlessly, improving store and warehouse productivity. Developers also benefit from automated deployments through Cloud Run Functions, which reduces manual effort and boosts productivity. What once delayed sales now fuels growth.

Architecture diagram

Future-proofed infrastructure with Gen AI

ace turtle’s modernization journey was supported by Ankercloud, a Google Cloud partner that manages end-to-end migration. Ankercloud’s expertise in container orchestration, IAM setup and event-driven architectures ensured a smooth transition and aligned outcomes with business goals.

Now, ace turtle is collaborating with Google Cloud and Ankercloud to explore advanced AI use cases. Future plans include optimizing last-mile delivery costs by using AI to determine the best warehouse or store for order fulfillment, and deploying fraud detection models to identify suspicious orders before they are shipped.

Workshops and upskilling programs are preparing teams for broader generative AI adoption, with governance frameworks ensuring ethical and secure implementation. By investing in AI-driven personalization and operational intelligence, ace turtle is positioning itself to shape the future of retail in India and beyond, not just for the business side of things, but also to ensure customers are getting the best experience they can in every way.

From migration to AI adoption, Google Cloud’s proactive support has been instrumental in our technology transformation journey.

Soumya Bardhan

Director of Engineering, ace turtle

Team ace turtle

ace turtle is a tech-driven retail company transforming the way global brands connect with consumers across South Asia. With a fully integrated ecosystem spanning design, local manufacturing and omnichannel distribution, ace turtle leverages proprietary technology and data intelligence to deliver speed, scalability and seamless brand experiences.

Industry: Retail

Location: India

Products: Artifact Registry, Cloud CDN, Cloud Run Functions, Cloud IAM, Cloud Load Balancing, Memorystore, Cloud Run, Cloud Storage, Gemini, Pub/Sub


About Google Cloud partner — Ankercloud

Ankercloud, a Google Cloud partner, empowers enterprises to accelerate digital transformation through expert cloud migration and modernisation. They deliver tailored, scalable solutions with a specialised focus on modern data strategy and AI adoption. From data platforms and machine learning to Agentic AI and enterprise automation, Ankercloud’s collaborative approach drives innovation and measurable business outcomes. Built on a foundation of data sovereignty, security, and compliance, every solution ensures reliability and long-term value for the organisations it serves.

Google Cloud Partner
  • Ankercloud