AI TOOL PROFILE
Vidora: Machine Learning Platform for Consumer Data
- Data and Analytics
- Machine Learning Platform
- Mid-market companies
- Enterprise companies
- Retail businesses
- Media and subscription services
Pricing
Pricing was not clearly available from the provided evidence. Buyers should confirm current pricing on the vendor website.
At a glance
- Best for
- Mid-market companies, Enterprise companies, Retail businesses, Media and subscription services
- Key use cases
- Onsite Journey Optimization, Personalized Marketing, Churn Prevention, AdTech Targeting
- Integrations
- CDP, CRM, ESP, DMP, Data Lake
- Official website
- Visit vidora official website
How AI is used
Vidora (now mParticle Predictions) is a no-code machine learning platform designed to handle consumer data. It is built to move from simple predictions to business decisioning, such as determining how to intervene to prevent a user from churning rather than just predicting the churn.
The platform supports mid-market and enterprise organizations, particularly those in the retail, media, and subscription sectors. It is designed to automate the machine learning pipeline, including data wrangling and feature engineering stages.
By combining batch and streaming data, the tool supports real time interventions across user journeys, such as paywalls and marketing channels. It includes modeling techniques like uplift modeling to help teams evaluate the value of offers and interventions.
Buyers should confirm how the platform fits into their existing data stack, as it is designed to integrate with data lakes, warehouses, and various customer data platforms.
Key Features
No-Code ML Platform
Supports building and deploying machine learning models without requiring extensive manual coding.
Automated ML Pipeline
Supports automated data wrangling, feature engineering, and model selection.
Real Time Decisioning
Combines batch and streaming data to enable actions for both registered and anonymous users.
Uplift Modeling
Uses prescriptive modeling to help determine the effectiveness of specific interventions or offers.
Decisioning SDK
Provides a kit to embed real time machine learning decisions into products and user journeys.
Advanced Segmentation
Supports the creation of user segments using prescriptive models and funnel optimization.
Use Cases
Onsite Journey Optimization
Supporting real time decisioning for paywalls and registration walls to help increase user conversions.
Personalized Marketing
Supporting engagement through personalized emails, push notifications, and onsite recommendations.
Churn Prevention
Using uplift modeling to help decide the best offer or intervention to reduce subscriber churn.
AdTech Targeting
Using look-alike and classification models to target users or optimize for downstream conversion events.
Integrations
- CDP
- CRM
- ESP
- DMP
- Data Lake
- Data Warehouse
FAQ
What does Vidora do?
- Vidora, now mParticle Predictions, is a no-code platform that helps automate the machine learning pipeline to support real time decisions based on consumer data.
Who is Vidora designed for?
- It is primarily designed for mid-market and enterprise companies, especially those in retail, media, and subscription-based industries.
Does Vidora support real-time data?
- Yes, it combines batch and streaming data to enable real time decisioning for both registered and anonymous users.
Source category: Data & Analytics
Source subcategory: Machine Learning Platform
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