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Automate Data Processing Activities for eCommerce
In the competitive world of eCommerce, staying ahead means having detailed product information and reliable customer data. Our client is a pioneering intelligence platform that excels in providing top-notch marketing leads for online retailers. The brand’s core revolves around delivering verified product data and GDPR-compliant customer lists.
How do we achieve this?
The answer lies in the innovative approach to data automation and partnerships they forged with us. Armed with their eCommerce expertise and our data management collaboration, the company mastered the art of building and curating quality marketing leads.
What’s their secret?
Their secret lies in their website – a relentless commitment to sorting through countless data points. This data goes through an entire process and is transformed into detailed insights.
This results in a website that caters to diverse customer requirements. To make this data processing smoother and faster for customers, the brand connected with us.
The Challenge at Hand
The mega volume of data pouring in from different sources was a huge challenge. Just imagine the costs and efforts required for offshoring this whole endeavor.
The main puzzle piece was collecting and putting the data into standardized structures, especially considering that different websites provide data using different terminologies and classifications. Standardizing this data was ‘Our Everest’.
Our Solution
We embarked on a quest to overcome this challenge with an initial attempt at rule-based data mapping. But this was a tedious and painfully slow process. Tailor-made rules for every website gave us subpar results.
Enter Natural Language Processing (NLP) and Named Entity Recognition (NER). This dynamic duo had the potential to extract critical factors from the free-text fields. But no matter how accurate this approach was, it needed the pinpoint accuracy our client sought.
So, a hybrid solution came into being!
We married rule-based logic with machine learning. At first, our team identified the crucial data fields and rules for validation. Then these fields were populated using some AI magic.
The Result
An AI-powered solution that achieved what only human minds could.
Our Process
We knew it would not be a one-time thing when we embarked on this project. Instead, it was a series of small victories that extended over a few months. Our plan was simple:
Considering the speed requirement, we rolled out releases every couple of weeks. With every release, the client was overjoyed to see more accurate data added. We have populated all the sections for 25% of the project and hope to complete 50% by the end of the year.
The Technology We Used
Under all our processes, there was a blending of cutting-edge technology. Our language of choice was Python, and the cloud domain was AWS-based. Two of the significant components that shaped the architecture of this project are – data processing and web crawling.
Web crawling had a combination of Scrapy and Python libraries, whereas data processing was powered by Python and included an arsenal of libraries and machine learning.
The Future of AI
As the project continued, we could not help but wonder what lay ahead for our client. Having our eyes on OpenAI, we realized that the technology holds the key to revolutionizing data processing. With the ideology of generating fields, this technology could be the key to unlocking new endeavors in the data automation world.
Conclusion
The tale of our client’s magnificent journey into automation is one of collaboration, innovation, and perseverance. With the fusion of AI-based technology, we were able to tame the data beast and turn it into a treasure trove of eCommerce data. As we finished this project, we could not help but wonder at the possibilities of data automation reaching newer heights.
We have a penchant for jumping head-on into problem-solving and crafting tailor-made solutions. Join hands with us to unlock your data’s potential in this new age.
The data revolution is here! Let us be your guide in the next step to innovation!
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The modern, paperless way to connect with people is through a digital business card. It allows you to share all your details, from Gmail to social media handles. One great feature is the ability to sell products or services directly through the card.
Additionally, NFC-enabled tags and bands allow you to share your details with others simply by tapping. We have successfully designed and delivered this product.
The modern, paperless way to connect with people is through a digital business card. It allows you to share all your details, from Gmail to social media handles. One great feature is the ability to sell products or services directly through the card.
Additionally, NFC-enabled tags and bands allow you to share your details with others simply by tapping. We have successfully designed and delivered this product.
The modern, paperless way to connect with people is through a digital business card.
It allows you to share all your details, from Gmail to social media handles.
The modern, paperless way to connect with people is through a digital business card. It allows you to share all your details, from Gmail to social media handles.
The modern, paperless way to connect with people is through a digital business card. It allows you to share all your details, from Gmail to social media handles.
We offer personalized solutions tailored to your specific goals, audience, and industry.
Your success is our priority. We prioritize understanding your business goals.
We have built a reputation as a trusted and reliable partner in achieving business success.
Our team has extensive experience working across various industries.
Pay the same every month, no surprises. You can use it for as long as you want and cancel anytime.
Get the power of dedicated design team at fraction of the cost of full-time employee. ($54k/yr vs. $112k/yr).
We offer personalized solutions tailored to your specific goals, audience, and industry.
Your success is our priority. We prioritize understanding your business goals.
We have built a reputation as a trusted and reliable partner in achieving business success.
Our team has extensive experience working across various industries.
Pay the same every month, no surprises. You can use it for as long as you want and cancel anytime.
Get the power of dedicated design team at fraction of the cost of full-time employee. ($54k/yr vs. $112k/yr).
We offer personalized solutions tailored to your specific goals, audience, and industry.
Your success is our priority. We prioritize understanding your business goals.
We have built a reputation as a trusted and reliable partner in achieving business success.
Our team has extensive experience working across various industries.
Pay the same every month, no surprises. You can use it for as long as you want and cancel anytime.
Get the power of dedicated design team at fraction of the cost of full-time employee. ($54k/yr vs. $112k/yr).
Medibox is established as an independent telemedicine platform in the UK that is empowering care providers and hospitals to extend their healthcare offerings both nationally as well as internationally via online remote consultation or virtual care to communicate with the patients remotely.
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