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What is Symbolica?

Existing machine learning models are expensive to develop, complex to deploy, difficult to validate, and often produce misleading outputs. At Symbolica, we are fundamentally rethinking the machine learning paradigm. By utilizing the powerful framework of category theory, we design models capable of understanding and learning algebraic structures. This innovative strategy enables our models to possess a thorough and systematic worldview that is both explainable and subject to verification. We aim to empower both developers and end users to understand and communicate the rationale behind model outputs. Achieving this level of interpretability and control—such as the flexibility to exclude proprietary information from training datasets—is vital for applications that are crucial to achieving mission objectives. Furthermore, we are confident that improving transparency in the decision-making processes of models will enhance trust and collaboration between human users and artificial intelligence systems, ultimately leading to more effective partnerships. This commitment to clarity not only benefits users but also strengthens the overall integrity of machine learning applications.

What is Marketscience Studio?

Our state-of-the-art Marketing Analytics and optimization software provides a unified platform designed for advanced analysis of marketing investments. Users, regardless of their level of analytical skill, can navigate the data visualization section to examine and interpret a variety of visual data and statistics, which are crucial for validating information and forming initial insights and hypotheses about the factors driving demand. The core Modeling module boasts a comprehensive user interface (UI) that facilitates the setup of different dynamic linear panel models applicable across all levels of the client's business operations. Additionally, custom model configurations can be effortlessly linked to the model database, allowing for the necessary transformations of variables, which are then communicated to the proprietary model estimation algorithm within the OxMetrics analytics suite. This seamless integration empowers users to conduct thorough analyses of their marketing tactics and encourages informed, data-driven decision-making. Furthermore, by leveraging these advanced capabilities, businesses can enhance their understanding of market dynamics and optimize their strategies for better performance.

Media

Media

Integrations Supported

Additional information not provided

Integrations Supported

Additional information not provided

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Symbolica

Company Website

www.symbolica.ai

Company Facts

Organization Name

Marketscience

Date Founded

2017

Company Location

United States

Company Website

market.science/mmm-software/

Categories and Features

Artificial Intelligence

Chatbot
For Healthcare
For Sales
For eCommerce
Image Recognition
Machine Learning
Multi-Language
Natural Language Processing
Predictive Analytics
Process/Workflow Automation
Rules-Based Automation
Virtual Personal Assistant (VPA)

Categories and Features

Marketing Analytics

A/B Testing
Campaign Management
Channel Attribution
Customer Journey Mapping
Dashboard
Performance Metrics
Predictive Analytics
ROI Tracking
Social Media Metrics
Website Analytics

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