Gen AI-Powered E-commerce Content Solution | Generative AI | LLM

GenAI-Powered E-commerce Content Solution

Effortless Blogging with Automated Content Generation for E-commerce

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Gen AI Solution Architecture

Technology Stack

Problem Statement

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Limited Control over Source Selection: The client struggled with the inability to generate content exclusively from their desired sources, leading to a lack of control over the quality and relevance of the content produced.

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Ineffectiveness of Fine-Tuning LLMs Fine-tuning language models for specific tasks has been common, but it's not as effective in preserving source-specific context and quality when generating content from a particular source.

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Maintaining Source Authenticity: Ensuring content generated by advanced language models reflects the style, tone, and authenticity of a specific source is a challenging task to address.

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Lack of Customization and Personalization Options: The client found it challenging to tailor the generated content to their specific requirements, resulting in a lack of customization and personalization options.

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Difficulties in Scaling Content Generation: As the client aimed to generate a large volume of content, they encountered challenges in scaling their content generation efforts efficiently while maintaining quality and source specificity.

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Solution Overview

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OptiSol partnered with a leading Middle Eastern e-commerce service provider to create a Generative AI-based solution for customized blog content creation.

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By implementing robust vector databases, we established a foundation for efficient retrieval and referencing of relevant content from the client's repository, supporting the content generation system.

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Through the integration of embeddings into our language model, we enable intelligent content selection and seamless incorporation of the most relevant information from the repository based on user queries.

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By adeptly extracting and consolidating information from the chosen content, our solution provides the seamless creation of comprehensive and captivating long-form blog posts, elevating the depth and richness of the generated content.

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While we currently leverage advanced models like GPT-4, we anticipate the future adoption of self-hosted open source language models.

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Business Impact

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Enhanced Control over Content Sources: By leveraging the system's ability to utilize content embeddings from the client's specific repository, the client gains greater control over the sources of their blog content. They can ensure the content aligns with their desired standards, resulting in increased credibility and relevance.

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Efficient Utilization of Local Data: The client can leverage local data without the need to retrain the entire system. This saves time and resources, allowing them to generate customized content using their existing knowledge base and expertise.

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Transcending ``Black Box`` Training Data Limitations: Our system enables the client to transcend the limitations of training data by leveraging their curated and trusted content sources, delivering a more targeted and tailored experience to their audience.

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Increased Content Quality and Relevance: By extracting and consolidating information from the client's repository, our solution enhances content quality and relevance, resulting in improved engagement, increased reader satisfaction, and a stronger online presence.

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Competitive Advantage and Business Growth: With a content generation system that delivers customized, high-quality blog content, the client gains a competitive edge.

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Testimonials of Our Happy Clients

Ken Kisner

Global Head of Digital R&D

My experience has been incredibly positive. They were incredibly easy to work with, even with changing requirements.

They are incredibly competitive, but are only a fraction of the cost of US companies.
They are definitely the most professional of the foreign companies that we were looking into.

Nyswyn K.

Director of Software Development

Our journey with OptiSol has been nothing short of remarkable. For over 7 years, we have partnered with them on our digital transformation, and the results have been truly transformative.

Over the years, we have come to trust OptiSol Business Solutions as a reliable and strategic partner.

Al Bagiro

CTO, Auto Insurance Company

The AI engine was completed on time and trained to 90% accuracy. Their eagerness to learn new knowledge impressed us.

Their team is large to handle multiple projects at once, and likes to resolve challenges as well as learn new things. They also welcome regular communications, and of course, needless to say, develop everything in sprints.

Dan Talken

Founder, CEO, & CTO, My Equipment Library, LLC

OptiSol Business Solutions has shown youthful skill and dedication to the projects. Moreover, they have been quick to implement their solutions without sacrificing the quality of each platform.

We’re constantly impressed with their speed and quality of the development that they achieve on a consistent basis.

Dr. A.K Pradeep

CEO MachineVantage

Exceptional Collaboration and Expertise - A Top-Notch Partner for AI, ML, and Digital Applications.

I have had the privilege of working with an exceptional team of professionals from India on numerous AI, ML, and digital application projects. Their expertise in these domains is remarkable, and they consistently impressed us with their knowledge, resources, and innovative approach.

Rick Tigges

CFO, Bemodo

They are very responsive and able to shift focus quickly as we have needed it for business reasons.

OptiSol Business Solutions has been great at documenting the timeline of the project. They were very responsive and were able to shift focus quickly, as well. They discuss what they’re working on without any issues. So far, there’s no need to improve their service.

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Our Award-Winning Team

A seasoned AI & ML team of young, dynamic and curious minds recognized with global awards for making significant impact on making human lives better

Listed in D&B’s list of leading 1000 SMEs (Across verticals) in India under the Service Category

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5 yrs

in AI & ML
Engineering

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40+

AI & ML
Projects for
reputed Clients

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50+

AI & ML
Engineers

Awarded as Winner among 1000 contestants at TechSHack Hackathon

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