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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    Gemini Enterprise Agent Platform

    Score8.9 out of 10
    N/AThe Gemini Enterprise Agent Platform is a fully-managed, unified environment designed for the development, orchestration, and governance of Autonomous AI Agents. The platform consolidates AI Studio, Agent Builder, and a diverse Model Garden to support the creation of complex, multi-agent systems grounded in enterprise data and business logic.

    $0

    Starting at

    Khoros Service

    Score8.5 out of 10
    Enterprise companies (1,001+ employees)
    Khoros Service offers omnichannel engagement on publicly available channels like social, digital, chat, and voice, as well as owned online communities like Khoros Communities. The solution offers 1-to-1 and 1-to-many engagement with customers and consumers, bringing together automation through bots and human agents. Customer inquiries and support-related conversations can be routed and prioritized based on a variety of parameters, and the robust agent desktop solution…N/A
    Pricing
    Gemini Enterprise Agent PlatformKhoros Service
    Editions & Modules
    Imagen model for image generation
    $0.0001
    Starting at
    Text, chat, and code generation
    $0.0001
    per 1,000 characters
    Text data upload, training, deployment, prediction
    $0.05
    per hour
    Video data training and prediction
    $0.462
    per node hour
    Image data training, deployment, and prediction
    $1.375
    per node hour
    No answers on this topic
    Offerings
    Pricing Offerings
    Gemini Enterprise Agent PlatformKhoros Service
    Free Trial
    YesNo
    Free/Freemium Version
    YesNo
    Premium Consulting/Integration Services
    NoYes
    Entry-level Setup FeeOptionalOptional
    Additional DetailsPricing is based on the Vertex AI tools and services, storage, compute, and Google Cloud resources used.Pricing is variable based on the needs of the customer.
    More Pricing Information
    Community Pulse
    Gemini Enterprise Agent PlatformKhoros Service
    Considered Both Products
    Google
    No answer on this topic
    Khoros (Formerly Spredfast + Lithium)
    No answer on this topic
    Key User Insights
    Would buy again
    93%
    Would buy again
    14 Answers
    89%
    Would buy again
    71 Answers
    Delivers good value for the price
    92%
    Delivers good value for the price
    12 Answers
    96%
    Delivers good value for the price
    50 Answers
    Happy with the feature set
    87%
    Happy with the feature set
    13 Answers
    91%
    Happy with the feature set
    73 Answers
    Lived up to sales and marketing promises
    78%
    Lived up to sales and marketing promises
    7 Answers
    100%
    Lived up to sales and marketing promises
    39 Answers
    Implementation went as expected
    86%
    Implementation went as expected
    12 Answers
    96%
    Implementation went as expected
    44 Answers
    Features
    Gemini Enterprise Agent PlatformKhoros Service
    AI Development
    Comparison of AI Development features of Gemini Enterprise Agent Platform and Khoros Service
    Feature
    Gemini Enterprise Agent Platform
    8.6
    2 Ratings
    14% above category average
    Khoros Service
    -
    Ratings
    Machine learning frameworks8.62 Ratings00 Ratings
    Data management9.12 Ratings00 Ratings
    Data monitoring and version control8.22 Ratings00 Ratings
    Automated model training9.12 Ratings00 Ratings
    Managed scaling7.72 Ratings00 Ratings
    Model deployment8.62 Ratings00 Ratings
    Security and compliance8.62 Ratings00 Ratings
    Best Alternatives
    Gemini Enterprise Agent PlatformKhoros Service
    Small Businesses
    Saturn Cloud
    Score7.8 out of 10
    No answers on this topic
    Medium-sized Companies
    DataRobot
    Score8.2 out of 10
    No answers on this topic
    Enterprises
    DataRobot
    Score8.2 out of 10
    Brand Embassy (discontinued)
    Score7.9 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    Gemini Enterprise Agent PlatformKhoros Service
    Likelihood to Recommend
    7.6
    (15 ratings)
    8.5
    (113 ratings)
    Likelihood to Renew
    -
    (0 ratings)
    8.2
    (79 ratings)
    Usability
    -
    (0 ratings)
    7.3
    (7 ratings)
    Availability
    -
    (0 ratings)
    9.0
    (2 ratings)
    Performance
    7.6
    (12 ratings)
    9.0
    (2 ratings)
    Support Rating
    -
    (0 ratings)
    8.1
    (9 ratings)
    In-Person Training
    -
    (0 ratings)
    9.0
    (2 ratings)
    Online Training
    -
    (0 ratings)
    7.3
    (1 ratings)
    Implementation Rating
    -
    (0 ratings)
    7.4
    (71 ratings)
    Configurability
    7.8
    (12 ratings)
    -
    (0 ratings)
    Product Scalability
    -
    (0 ratings)
    8.2
    (78 ratings)
    User Testimonials
    Gemini Enterprise Agent PlatformKhoros Service
    Likelihood to Recommend
    Google
    we used Vertex AI on our automation process the model very useful and working as expected we have implemented in our monitoring phase this very helpful our analysis part. real time response is very effective and actively provide detailed overview about our products.this phase is well suited in our org. this model could not applicable for small level projects why because this model not needed for small level projects and without related resource of ML this model not useful. strictly on non cloud org not suitable means on pram not suitable
    Incentivized
    Read full review
    Khoros (Formerly Spredfast + Lithium)
    Less Appropriate Scenarios- A fintech company has highly specialized or industry-specific workflows that are not easily accommodated within the standard capabilities of Khoros Care. In such cases, the platform may be less appropriate for businesses with extremely unique processes that require a high degree of customization. Well suited- financial institutions face a high volume of customer inquiries related to account management, transactions, and security concerns. Khoros Care's security features, automation capabilities, and integration with banking systems make it suitable for managing customer interactions in the financial services sector.
    Incentivized
    Read full review
    Pros
    Google
    • Vertex AI comes with support for LOTs of LLMs out of the box
    • MLOps tools are available that help to standardize operational aspects
    • Document AI is an out of the box feature that works just perfectly for our use cases of automating lots to tedious data extraction tasks from images as well as papers
    Incentivized
    Read full review
    Khoros (Formerly Spredfast + Lithium)
    • Tagging system - it's possible to add a wide variety of labels and categories
    • Search feature - being able to find users by conversation number, username, or keywords makes it easier to navigate old conversations
    • Easy system for assigning conversations to other users
    • When you claim a conversation, it gets removed from the queue. This is much more visually explicit than Khoros Marketing's queue, for example, where all content remains visible in the queue and a bookmark gets moved around to distinguish the point where other users left off
    Incentivized
    Read full review
    Cons
    Google
    • Customization of AutoML models - A must needed capability to be able to tweak hyperparameters and also working with different models
    • Model Explainability -Providing more comprehensive explanations about how models are utilizing features could be very beneficial
    • Model versioning and experiments tracking - Enhancing the versioning capability could be good for end users
    Incentivized
    Read full review
    Khoros (Formerly Spredfast + Lithium)
    • I would like to be able to see deleted comments/tweets so we can look into the issues.
    • I would like to be able to better customize dashboards for our exact metrics. Some things previously available in Spredfast are no longer available in Care.
    Incentivized
    Read full review
    Likelihood to Renew
    Google
    No answers on this topic
    Khoros (Formerly Spredfast + Lithium)
    Simply, there isn't anything on the market that is quite as personable as Khoros Care. After using a few different client messaging systems, this program gave the closest feel to in-person interaction that we could get during the COVID-19 epidemic and is an important part of our agency still to this day in 2023.
    Incentivized
    Read full review
    Usability
    Google
    No answers on this topic
    Khoros (Formerly Spredfast + Lithium)
    The ability to auto tag, manually tag, make notes, and "snooze" posts is extremely helpful. The efficiency of the work flow for agents is also a huge plus. It keeps agents moving quickly and prioritizing responses for the cases that need it most.
    Incentivized
    Read full review
    Reliability and Availability
    Google
    No answers on this topic
    Khoros (Formerly Spredfast + Lithium)
    No issues.
    Read full review
    Performance
    Google
    Google is always top notch with their security and user interface performance. We use Google's entire suite in our business anyways, so using Vertex became second nature very quickly. I will say, though, that Google does need to come down on the price somewhat with their token allocation. Also, their UI is very robust, so it does require some time for training to really master it.
    Incentivized
    Read full review
    Khoros (Formerly Spredfast + Lithium)
    No issues.
    Read full review
    Support Rating
    Google
    No answers on this topic
    Khoros (Formerly Spredfast + Lithium)
    Khoros Support has always very responsive and helpful when it comes to getting my issue/inquiry addressed. Their ticket portal is great for tracking any open tickets and they can be updated via the portal or by responding to the email thread. Support reps are always extremely knowledgeable and care about getting you taken care of
    Incentivized
    Read full review
    In-Person Training
    Google
    No answers on this topic
    Khoros (Formerly Spredfast + Lithium)
    The team received training (from the same executive team member who has been supporting us) over the web and this was of very high quality.
    Read full review
    Implementation Rating
    Google
    No answers on this topic
    Khoros (Formerly Spredfast + Lithium)
    Implementing the platform was not a big hassle for our client, it was seamless and easy we just had to follow a few steps and it was done. Just scaling was a bit of an issue but it got resolved with time and a bit of effort at both ends
    Incentivized
    Read full review
    Alternatives Considered
    Google
    We tend to adapt and use the platform that suits the customers needs the best. We return to Vertex AI because it is the most in-depth option out there so we can configure it any which way they want. However, it is not quick to market and constantly changing or updating it's feature-set. This makes it suitable for bigger customers that have the capital and time to spend on a bigger project that is well researched and not quick to market like some of the other options that feel like a light-version of this.
    Incentivized
    Read full review
    Khoros (Formerly Spredfast + Lithium)
    Khoros is more than just a platform for social publishing. No other competitor provides the in-depth moderation and social listening services that they do. If you're looking for a one-stop-shop of a platform for all things social, this is the tool to be using. Others are better in usability and innovative functionality.
    Incentivized
    Read full review
    Scalability
    Google
    No answers on this topic
    Khoros (Formerly Spredfast + Lithium)
    Of course as the company grows owing to its growing customer base, they need to think of out-of-the-box solutions to offer its clients and customer satisfaction is one of them. Retention is very much needed in competitive environment like today and hence it becomes imperative for companies to find different ways to reach their client basis and fix their issues
    Incentivized
    Read full review
    Return on Investment
    Google
    • It is pay as you go model so it'll save more cost of your org. In our case previously we used to incurred 1-2L/Month now we are reduced it to 80k-1L.
    • It'll help you save your model training & model selection time as it provides pre-trained models in autoML.
    • It'll help you in terms of Security wherein we can use row level security access to authorized persons.
    Incentivized
    Read full review
    Khoros (Formerly Spredfast + Lithium)
    • We have seen a positive shift of customers from reaching out to the Call Centre to the Social Care Team.
    • Monthly and Annual Reporting to keep track of performance and stats related to the team has been much easier to highlight areas for improvement (month2month and anually)
    • CSAT/NPS Survey results have increased via Khoros Care in comparison to the Call Centre.
    Incentivized
    Read full review
    ScreenShots

    Gemini Enterprise Agent Platform Screenshots

    Screenshot of an introduction to generative AI on Vertex AI - Vertex AI Studio offers a Google Cloud console tool for rapidly prototyping and testing generative AI models.Screenshot of gen AI for summarization, classification, and extraction - Text prompts can be created to handle any number of tasks with Vertex AI’s generative AI support. Some of the most common tasks are classification, summarization, and extraction. Vertex AI’s PaLM API for text can be used to design prompts with flexibility in terms of their structure and format.Screenshot of Custom ML training overview and documentation - An overview of the custom training workflow in Vertex AI, the benefits of custom training, and the various training options that are available. This page also details every step involved in the ML training workflow from preparing data to predictions.Screenshot of ML model training and creation -  A guide that shows how Vertex AI’s AutoML is used to create and train custom machine learning models with minimal effort and machine learning expertise.Screenshot of deployment for batch or online predictions - When using a model to solve a real-world problem, the Vertex AI prediction service can be used for batch and online predictions.

    Khoros Service Screenshots

    Screenshot of a customer conversation in Agent view. Access past customer conversations and interactions in a single pane of glass.Screenshot of the analytic dashboard used to monitor key metrics across a service organization, such as available agents, time to first response, and agent handle time.Screenshot of Khoros Agent Assist. This feature provides agents with real-time recommendations, reducing the time needed to handle customer inquiries, deliver accurate resolutions, and train new agents.Screenshot of Work Queues under Rules and Routing. This allows admins to build rules around tagging to ensure timely and effective follow-up from agents.