Data Reply Accelerates &Facts' Content Production Using Generative AI on AWS

Executive Summary

UK-based &Facts chooses Data Reply to implement the next-generation of tools for their customers, primarily e-Commerce and Direct to Customer brands. This collaboration aims to enhance communication efficiency and secure a competitive edge in the market.

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Recognising the complexities of scaling GenAI, we sought a partnership with Data Reply to augment our capabilities.Their expertise was invaluable in model selection and cost optimisation, and their collaborative approach accelerated the development of POCs. Now, in synergy with Data Reply, we're moving from POCs to production, leveraging our real-time market data to enhance our consumer insights further.

Sohaib Ahmed, Founder
&facts

Our Approach

Data Reply implemented two solutions for the customer based on Retrieval Augmented Generation (RAG): a Generative AI-powered Newsletter Generator and a Product Description Generator; both solutions are built to automate and to speed up the direct-to-consumer brands.

Generative AI Approach

The unique approach of Data Reply for Generative AI started with our signature workshop that assists the customers to explore the potential use cases of Generative AI and their benefits, to find the best one aligned with their business objectives and help them understand how LLMs can fit into their existing systems.

Model Customisation & Proof of Concept

We helped the customer define the best model and to customise it according to their specific needs, tailoring it to achieve the desired outcomes and creating a scalable and resilient solution, after delivering an initial POC to evaluate the tangible benefits of this technology.

Technical implementation & AWS tools

Leveraging the state-of-the-art AWS tools such as Amazon Sagemaker for application development and Amazon Bedrock for LLM API consumption, Data Reply created two solutions which allowed the customer to: Reduce from 10 hours to 40 seconds the creation of the Newsletter, while improving dramatically the user experience, personalizing the information based on the interests of the recipient, the reduction of the touchpoints for the customers increases the chances of success of the communication Improve the SEO conversion rate for their customers touchpoint.

Business impact and benefits

Overall, the solutions effectively address the initial challenges by enhancing the efficiency and effectiveness of product description generation and market trend analysis, leading to faster time-to-market, improved customer engagement, and insightful data-driven decision-making for D2C brands.

Why Choose Data Reply?

Data Reply is your go-to partner for Generative AI on AWS, we can help you in all the phases of the project, which can also include our recommendations for the optimisation of the total cost of ownership, in order to optimise your cloud consumption.

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Best Practice

Generative AI Solutions

AWS

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Amazon Web Services (AWS) is the world’s most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centres globally. Millions of customers—including the fastest-growing start-ups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.