Google Cloud AI provides modern machine learning services, with pre-trained models and a service to generate tailored models.
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Sitecore Search
Score9 out of 10
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Sitecore Search (or Sitecore Discover, formerly Reflektion), is a customer centric personalization platform that optimizes customer experiences on an individual basis in real time.
Google Cloud AI is a wonderful product for companies that are looking to offset AI and ML processing power to cloud APIs, and specific Machine Learning use cases to APIs as well. For companies that are looking for very specific, customized ML capabilities that require lots of fine-tuning, it may be better to do this sort of processing through open-source libraries locally, to offset the costs that your company might incur through this API usage.
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Reflektion is very well suited for ecommerce sites that are looking to provide their customers meaningful product recommendations tailored to their specific user experience on our site. We are also beginning to use Reflektion for search results. If you find that your customer base uses your search bar or is having issues with their search experience, Reflektion offers a great auto complete search results feature. We have a sister site that only offers a small catalog of products and we do no use the auto search results feature on this site. If your company has a small catalog the search results tool may not be as effective. I cannot think of a scenario in which an ecommerce site would not find it helpful to provide customized product recommendations to their customers.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Reflektion provides individualized results based off each customer's unique browse experience on the site. This is beneficial because it gets more accurate results than segmenting customers by certain behaviors consistent with other customers.
Reflektion is responsive to our business. They treat each request with professionalism and work to find solutions quickly.
Reflektion has several beneficial features to further enhance the customer experience through a learning environment. Reflektion learns synonyms and is able to adjust for more accurate results. They also provide full page results with faceted navigation which leverages the individualized learning into the product results specific for each customer in a seamless integration with the site.
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Some of the build in/supported AI modules that can be deployed, for example Tensorflow, do not have up-to-date documentation so what is actually implemented in the latest rev is not what is mentioned in the documentation, resulting in a lot of debugging time.
Customization of existing modules and libraries is harder and it does need time and experience to learn.
Google Cloud AI can do a better job in providing better support for Python and other coding languages.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
While I mentioned that training our team in using the Reflektion dashboard was quite pain free, the dashboard can get a little overwhelming to a first time user. There are a lot of options and customization features available that can be intimidating at first.
There isn't really too much for us to criticize with Reflektion. As I said, we switched from another product to Reflektion and so far have had almost no issues. When they do come up, the Reflektion team has been very helpful.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
We are extremely satisfied with the impact that this tool has made on our organization since we have practically moved from crawling to walking in the process of generating information for our main task to investigate in the field through interviews. With the audio to text translation tool there is a difference from heaven to earth in the time of feeding our internal data.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
I give 8 because although it´s a tool I really enjoy working with, I think Google Cloud AI's impact is just starting, therefore I can visualize a lot/space of improvements in this tool. As an example the application of AI in international environments with different languages is a good example of that space/room to improve.
Every rep has been nice and helpful whenever I call for help. One of the systems froze and wouldn't start back up and with the help of our assigned rep we got everything back up in a timely manner. This helped us not lose customers and money.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
In fact, you only need the basic tech knowledge to do a Google search. You need to know if your organization requires it or not,. our organization required it. And that is why we acquired it and solved a need that we had been suffering from. This is part of the modernization of an organization and part of its growth as a company.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
These are basic tools although useful, you can't simply ignore them or say they are not good. These tools also have their own values. But, Yes, Google is an advanced one, A king in the field of offering a wide range of tools, quality, speed, easy to use, automation, prebuild, and cost-effective make them a leader and differentiate them from others.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Reflektion is a very cost-effective, complete solution providing individualization for preview search, product recommendations, full page search, and content. Compared to the other services they offered more features utilizing SOLR results but with continued learning. Other services didn't have the full list of capabilities or were much more expensive.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Artificial intelligence and automation seems 'free' and draws the organization in, without seeming to spend a lot of funds. A positive impact, but who is actually tracking the cost?
We want our employees to use it, but many resist technology or are scared of it, so we need a way to make them feel more comfortable with the AI.
The ROI seems positive since we are full in with Google, and the tools come along with the functionality.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Increasing conversion rate is almost always the goal when we start a new project and it is safe to say that Reflektion has helped us increase conversion rate for customers clicking through product recommendations.
With our previous recommendations engine, tweaking and customizing the recommendations on our site was not nearly as effective or easy as it is with Reflektion. This has saved us countless hours in dev and manual operations work.
We have not seen any negative impacts of Reflektion and hope this continues.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
