What is ML Platform?
ML Platform helps you accelerate your pipeline by identifying, prioritizing and engaging your top accounts. It provides B2B marketers with the tools they need to optimize campaign strategies and accelerate the customer journey. Madison Logic helps B2B marketers convert their best accounts faster by finding and engaging with the most influential individuals throughout the buyer journey.
Company Details
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Real user data aggregated to summarize the product performance and customer experience.
Product scores listed below represent current data. This may be different from data contained in reports and awards, which express data as of their publication date.
93 Likeliness to Recommend
79 Plan to Renew
84 Satisfaction of Cost Relative to Value
Emotional Footprint Overview
Product scores listed below represent current data. This may be different from data contained in reports and awards, which express data as of their publication date.
+99 Net Emotional Footprint
The emotional sentiment held by end users of the software based on their experience with the vendor. Responses are captured on an eight-point scale.
How much do users love ML Platform?
Pros
- Helps Innovate
- Continually Improving Product
- Reliable
- Performance Enhancing
How to read the Emotional Footprint
The Net Emotional Footprint measures high-level user sentiment towards particular product offerings. It aggregates emotional response ratings for various dimensions of the vendor-client relationship and product effectiveness, creating a powerful indicator of overall user feeling toward the vendor and product.
While purchasing decisions shouldn't be based on emotion, it's valuable to know what kind of emotional response the vendor you're considering elicits from their users.
Footprint
Negative
Neutral
Positive
Feature Ratings
Multichannel Campaign Management
Team Alerts
Customer Journey Modelling
Account Analytics & Measurement
Personalization/Audience Targeting
Account-Based Advertising
Artificial Intelligence / Machine Learning
Unified Sales and Marketing Funnel
Vendor Capability Ratings
Ease of Data Integration
Business Value Created
Availability and Quality of Training
Ease of Implementation
Ease of Customization
Product Strategy and Rate of Improvement
Breadth of Features
Vendor Support
Usability and Intuitiveness
Quality of Features
Ease of IT Administration
ML Platform Reviews
jordan g.
- Role: Sales Marketing
- Industry: Finance
- Involvement: End User of Application
Submitted Oct 2024
Powerful Tools with a Steep Learning Curve
Likeliness to Recommend
What differentiates ML Platform from other similar products?
ML Platform stands out from similar products due to its advanced machine learning capabilities and user-friendly interface. It offers robust integration with various data sources and tools, along with extensive support for model training and deployment. Its focus on real-time analytics and collaboration features enhances workflow efficiency, enabling teams to work together seamlessly on AI projects
What is your favorite aspect of this product?
My favorite aspect of ML Platform is its intuitive user interface, which simplifies the machine learning process for users of all skill levels. This design allows both beginners and experienced data scientists to efficiently navigate the platform. Additionally, the robust support for model training and deployment makes it easier to bring AI solutions to life quickly and effectively.
What do you dislike most about this product?
What I dislike most about ML Platform is the steep learning curve associated with some of its advanced features. While the user interface is generally intuitive, certain complex functionalities may require additional training or documentation to fully understand. This can be frustrating for users who want to dive right in without having to spend time on extensive learning.
What recommendations would you give to someone considering this product?
I recommend that anyone considering ML Platform take advantage of the available trial period to explore its features hands-on. Familiarize yourself with the documentation and training resources to ease the learning curve. Additionally, define your specific machine learning goals beforehand to ensure you make the most of the platform’s capabilities and tailor it to your needs effectively.
Pros
- Helps Innovate
- Continually Improving Product
- Reliable
- Enables Productivity
Anahí lucía L.
- Role: Information Technology
- Industry: Technology
- Involvement: IT Leader or Manager
Submitted Feb 2024
Drive machine learning in my organization
Likeliness to Recommend
What differentiates ML Platform from other similar products?
It differs because it is an invaluable tool for developing demand prediction models in the retail sector. The ability to handle large volumes of data and process it quickly is crucial to generating accurate forecasts and well-informed decisions
What is your favorite aspect of this product?
I like it because this product effectively solves business problems related to machine learning and has an extremely wide scope of use, making it a must-have tool for us. Additionally, ML Platform's ability to automate tasks and offer intelligent suggestions and recommendations is truly amazing. This has allowed us to save valuable time and significantly speed up our model development and deployment processes.
What do you dislike most about this product?
Although ML Platform offers a wide range of features, some of them may be overwhelming for less experienced users.
What recommendations would you give to someone considering this product?
Is an essential platform for any organization serious about machine learning. With its intuitive interface, unique features, and efficiency in handling large volumes of data, this tool has proven to be irreplaceable for us.
Pros
- Helps Innovate
- Reliable
- Trustworthy
- Effective Service
Mgbemere Ebere J.
- Role: Finance
- Industry: Finance
- Involvement: Vendor Management and Renewal
Submitted Dec 2025
Cutting-Edge Power, Enterprise Complexity
Likeliness to Recommend
What differentiates ML Platform from other similar products?
Unified Interface Vertex AI: Designed to be a truly unified platform (one set of API, one interface) covering the entire ML lifecycle (data prep, training, MLOps). This simplifies the developer experience.
What is your favorite aspect of this product?
Efficiency and Versatility: Because the model is unified, it is also highly flexible
What do you dislike most about this product?
Difficult Forecasting: This structure makes it extremely difficult for small teams and those new to the platform to accurately estimate their total monthly cost, leading to potential unexpected cost spikes during heavy experimentation or when a deployed model is left running accidentally
What recommendations would you give to someone considering this product?
Implement Idle Shutdown: For Vertex AI Workbench Notebooks, always enable the "Idle Shutdown" feature. Unused notebooks are a frequent source of unnecessary spending. Undeployed Unused Models: Models deployed to an Endpoint for online serving incur costs 24/7, even with zero traffic (no scale-to-zero). Undeployed models when they are not actively being used for A/B testing or production serving
Pros
- Helps Innovate
- Reliable
- Trustworthy
- Unique Features