Generative AI
with Google Cloud

SELF-SERVE ANALYTICS

• No-Code Solution - Generate dashboards in seconds by asking natural language questions on your data using our no-code solution powered by Generative AI on Google Cloud.
• Safeguarded Solution - Incorporate an enterprise-ready solution that secures your data within your tenant GCP project.
• Customisable solution - Create a tailored solution harnessing the power of a no-code platform, allowing customisation of outputs which includes figures, insights, KPIs and analyses, while seamlessly integrating machine learning predictions.

DATA STRUCTURING

• Insights Extraction Solution - Extract information from an increasing goldmine of “dark data”, which is stored in unstructured formats such as PDFs, making it inaccessible for analysis and decision-making, but could potentially be used to automate processes or gather analytics.
• Data Structuring Solution - Utilise Google Cloud’s Document AI which provides a broad range of preconfigured processors, and allows you to create custom models powered by Generative AI for your own document types.

ENTERPRISE SEARCH & CHATBOTS

• Search Engine Solution - Build search engines and chatbots by leveraging Enterprise Search, enabling organisations to streamline access to information and knowledge from their websites, unstructured, and structured data.
• Chatbot Solution - Utilise Google Cloud's Vertex AI Search and Conversation to power your solution, employing text embeddings for efficient organisation and search of documents, enhancing accessibility and usability.

CONTENT GENERATION

• Custom Image Generation - Enables users to generate images fine-tuned on their proprietary collateral so as to ensure that values, brand tone and consistent style are transmitted throughout the content generated using our content generator solution which is powered by Google’s Generative AI models.
• Rapid Output Testing - Create and test various outputs in our web application to swiftly generate your content, like marketing campaign banners, ready for publication on a mobile app for user consumption.

SUMMARY

Our groundbreaking project introduces an innovative cybersecurity solution, leveraging GoaiGENt's no-code tool on Google Cloud Platform (GCP). The project aims to revolutionise user experience by enabling plain English queries, personalised dashboards, and dynamic insights using Generative AI capabilities, thereby addressing the evolving needs of clients in the telecommunications sector.

CHALLENGE

Our client, a prominent player in the telecommunications sector, faced the challenge of catering to the cybersecurity needs of small and medium enterprises (SMEs) lacking dedicated cybersecurity staff. Balancing top-level information for beginners and in-depth analysis for experts posed a unique challenge. The goal was to deliver comprehensive cybersecurity insights through a subscription-based "Cyber Analytics" service.

SOLUTION

Our innovative solution integrates GoaiGENt's GenAI capabilities with Google Cloud. Agents, operating using the LangChain framework, facilitated the application's execution. Key models included PaLM 2 for text generation, which enabled the extraction of user intent and Codey for code generation, enabling data extraction, analysis, and tailored output. Specialised agents for various datasets maintained consistency in performance, providing company-specific metrics, benchmarking, security trends, and time-series analysis.

RESULTS AND VALUE-ADDED

The project has yielded transformative outcomes, reshaping how the organisation tackles cybersecurity challenges. It redefines user interaction, simplifies data interpretation, and provides streamlined top-level information and detailed technical insights. Through GoaiGENt integrated with GCP, we are adding value by providing actionable insights, streamlining processes, and setting new standards for cybersecurity excellence.

Description

• Pluto is a fictional fashion retailer created by Go Reply to showcase how emerging technologies and AI will impact the retail industry
• The marketing promotions generator provides a web interface to create promotions which can then be published to Pluto’s mobile app for users to consume

Business Value

• Improve marketing team productivity with automatically generated promotion titles, captions, and cover images
• Human-in-the-loop functionality keeps publishing power with the user and prevents inappropriate content from being published to customers

Feature List

• Generate titles for promotional campaigns using PaLM 2 on GCP
• Generate accompanying captions using PaLM 2 on GCP
• Generate cover images using Imagen on GCP
• Publish with one click to the Pluto mobile app with Firebase

Requirements

• Promotion publishing endpoint (e.g. mobile app or website)
• Dedicated GCP project
• Dedicated Firebase project