Top 10 Generative AI Projects We’re Doing This Season

This article talks about top 10 generative AI projects Gramener is doing in 2023
Reading Time: 5 mins

In business, tackling challenges like understanding data, figuring out what customers want, and keeping sensitive information safe can be tough. But now, there’s a game-changing solution: Generative AI. Companies globally are excited about Generative AI and solving multiple enterprise projects.

It’s not just a tool; it’s a friend that businesses rely on to understand their customers better, work more efficiently, and keep their data safe and private. Imagine having a tech buddy who understands complicated data, emotions, and much more. That’s GenAI for you!

In this article, we’re going to explore how GenAI is changing the game for businesses. We’ll break down complicated problems and show you how GenAI makes them simple. You’ll read real stories about how we are using this smart technology to make our customers happier, their work smoother, and their data safer.

Gramener’s Top 10 Generative AI Projects: A Sneak Peek

Why are businesses so excited? Because GenAI can do things that seemed impossible before. It helps companies talk to customers better, understand what people really mean, and analyze data without getting confused. Think of it as a secret weapon that businesses are using to stay ahead in the game.

Now, you’ll read how we are using this smart technology to make our customers happier, their work smoother, and their data safer.

Conversational AI Bot: Transforming Data Into Insights

Gramener's project for a public policy think tank to build a generative AI conversational chatbot
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Our most recent innovation is the Conversational AI Bot, a marvel powered by semantic similarity, context understanding, and text embedding techniques. Created for a public policy think tank, this intelligent bot navigates its knowledge portal, decoding policies, schemes, and acts related to public policy. Civil and admin service professionals harness their capabilities to formulate impactful strategies, paving the way for a brighter, more informed future.

Search Application: Navigating the Knowledge Sea

Gramener is doing a generative AI project for a public policy think tank to boost the search capabilities through their knowledge repositories
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Gramener’s Search Application enables the customer to dive deep into a knowledge portal, employing semantic similarity and text embedding to sift through a multitude of documents. Users effortlessly pinpoint specific documents, whether it’s bamboo policies or organic farming best practices. This tool simplifies research, making knowledge accessible at users’ fingertips.

Research Paper Summarization: Empowering Medical Minds

Medical professionals find solace in Gramener’s Research Summarization tool. By distilling intricate research papers into concise summaries, this innovation facilitates rapid understanding. This solution helped an American multinational pharmaceutical company create impactful presentations, enriching the discourse at conferences, and accelerating the pace of medical advancements.

Data Analysis: Unraveling Insights, One Query at a Time

This project is for a leading global FMCG company and simplifies the intricacies of data analysis. Using the TAPAS model, which is designed to answer natural language questions that require reasoning over structured data in tables. It answers crucial questions, from identifying top customers to tracking vital KPIs. This tool not only provides answers but also generates comprehensive reports, enabling businesses to make data-driven decisions with precision.

Sentiment Analysis: Embracing Emotional Intelligence

Gramener is helping a leading soft beverage manufacturing company using LLM models to analyze customer emotions through data.
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There are many sentiment Analysis techniques but this time, for a leading global soft beverage manufacturing company, we read between the lines and used LLM models to decipher customer emotions through data. It identifies sentiments such as happiness, disappointment, and surprise, shaping businesses’ understanding of their audience. This emotional intelligence is pivotal in crafting products and services that truly resonate with customers.

Emotion Detection: Decoding Customer Sentiments

With the Emotion Detection project for a customer, we have dived into customer reviews, detecting nuanced emotions like delight, irony, and disdain. This deep understanding allows businesses to refine their products and services, ensuring customer satisfaction and loyalty.

Topic Modeling: Unveiling the Essence of Discussions

This is the third project out of four for the beverage manufacturing company. Here our Topic Modeling project, powered by the Vicuna – 33b model, deciphers product reviews, unveiling the core topics of discussion. Whether it’s packaging, flavors, or value for money, this tool offers businesses invaluable insights into customer preferences.

Social Listening: Harnessing the Power of Social Conversations

Our customer used Social Listening, fortified by GPT 3.5 and Zero-shot Classification to analyze social media conversations. By identifying trends such as the shift to gluten-free diets or preferences for fitness coaches. Businesses stay ahead in the game, aligning their offerings with evolving consumer demands.

Sensitive Data Anonymization: Safeguarding Confidentiality

In this project done for a leading global pharmaceuticals and life sciences company, our Sensitive Data Anonymization project stands tall. By employing GPT 3.5, it identifies and anonymizes sensitive information, ensuring patient confidentiality and safeguarding sensitive studies. This meticulous approach ensures data security without compromising utility.

Certificate Information Extraction: Streamlining Information Retrieval

Gramener’s Certificate Information Extraction tool, powered by GPT 3.5 and OCR through AWS Textract, simplifies data extraction from certificates. It effortlessly identifies key elements like names and dates, streamlining administrative processes and ensuring accuracy.

Contact Us for Enterprise Generative AI Solutions

If you’re curious to know more, our teams have measurable impacts on these projects and can walk you through them. Contact us to schedule a demo meeting or discovery call.

At Gramener, innovation knows no bounds.

These generative AI projects are not just technological marvels; they are pathways to a future where data empowers, enriches, and transforms lives.

Gramener continues to push boundaries, shaping a tomorrow where every question finds an answer, and every data point tells a story. At Gramener, we are working with leading pharma, FMCG, and manufacturing & logistics companies to bring exceptional operational efficiency with GenAI solutions. Stay tuned for more groundbreaking innovations from the pioneers of generative AI – Gramener.

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