Explore the Power of Syntheticus Suite

Access to data can transform businesses and fuel innovation across industries. Syntheticus Suite bridges the gap between the data you have and the insights you need by providing high-quality data sources at scale while mitigating compliance risks.

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How Does the Syntheticus Suite Work?

0. Core Platform

At its core, Syntheticus® provides seamless data ingestion, efficient workflow orchestration, flexible deployment options, and robust security measures, ensuring data integrity and confidentiality.

1. Data Types

Load your real-world data from various sources, including tabular, text, image, and multi-modal datasets, allowing a comprehensive analysis and synthesis approach.

2. Functional Modules

Tailor your experience by selecting from advanced Functional Modules. Whether you need to ensure data quality, generate synthetic data for analysis, safeguard sensitive information, or validate insights, Syntheticus® provides diverse tools to match your needs.

Exploring Syntheticus Core Platform

Discover the key features within the Syntheticus Core Platform, designed to streamline your data journey:

Ingestion
Orchestration
User Engagement
Installation and Deployment
Security

Simplified Data Connection

Ingest original data effortlessly. Whether it's relational databases, tabular files, or unstructured data, our platform simplifies the connection and preparation of your datasets. Your data undergoes automatic optimization and scaling, ensuring the high-quality generation.

Streamlined Workflow Management

At Syntheticus®, we understand the importance of seamless workflow management in your data operations. Our platform offers a suite of tools designed to streamline and enhance the orchestration process, ensuring precision and efficiency in managing your data pipelines.

Collaborative Ecosystem with Workflow Orchestration_Web Illustration

Seamless Collaboration

Facilitating integration even in the most sensitive work environments, our flexible APIs and intuitive lab interface empower users to create and manage synthetic datasets effortlessly. Say goodbye to limited access woes and wasted time; managing data collaboratively has never been easier.

Scalable Across Environments

Deploy Syntheticus® across diverse environments including on-premises, private cloud, public cloud, and edge computing. Our platform is designed to run anywhere and scale effortlessly, using Kubernetes-native architecture and Infrastructure-as-a-code, for simplified and hassle-free infrastructure management.

Safeguarding Your Data

Ensure data integrity and confidentiality with Single Sign-On (SSO) and Confidential Computing, offering secure virtual machine environments for your data operations. Syntheticus® prioritizes robust security protocols to safeguard your information.

Module Overview: Enhancing Data Insight and Compliance

Profile
Generate
Protect
Validate

Enhance Data Understanding

Through Exploratory Data Analysis, the Profile module provides in-depth insights into your datasets. It performs stringent Data Quality Checks, ensuring data integrity, consistency, and reliability. Additionally, the Monitoring feature continuously tracks data health, alerting you to potential anomalies or deviations, enabling proactive data management strategies.

Empower Your Data Synthesis

The Generate module leverages state-of-the-art GenAI technologies like GPT, GAN, VAE, Diffusion, and statistical approaches to offer robust Synthetization, Bootstrapping, and Augmentation capabilities. Create new data points from scratch leveraging LLM, rebalance and de-bias datasets, and ensure the creation of accurate, transferable synthetic data for modeling and testing.

Safeguard Sensitive Information

The Protect module specializes in safeguarding sensitive information through PII classification, transformative measures, and implementation of differential privacy protocols. Ensure the confidentiality and integrity of your data, minimizing the risk of breaches while maintaining compliance with stringent data protection regulations.

Ensure Data Accuracy and Compliance

The Validate module offers comprehensive utilities for ensuring data accuracy and compliance. Assess data Utility, Fidelity, and Privacy using advanced Machine Learning algorithms and state-of-the-art privacy and statistical tests. Generate detailed QA Reports to identify flaws, ensuring GDPR compliance and trustworthy data for impactful business decisions.

Leveraging State-of-the-Art Privacy-Enhancing Technologies

Generative AI

Generative AI refers to using advanced ML algorithms to generate synthetic data that mimics original datasets. With Syntheticus, you gain access to the latest in GenAI, leveraging our proprietary algorithms and integrating diffusers, transformers, LLMs, and GANs.

Differential Privacy

Syntheticus employs sophisticated techniques to provide a mathematical guarantee of privacy while generating accurate synthetic datasets. Through this robust method, your sensitive data remains safeguarded, ensuring the confidentiality of your original information.

Confidential Computing

Confidential Computing ensures robust encryption for your raw, sensitive data throughout its lifecycle. Our approach guarantees sensitive data is encrypted to everyone at all times, safeguarding it from unauthorized access at every stage.

Tech Stack Powering Syntheticus Suite

Enterprise Success: Empowering Your Journey with Our Support

Syntheticus is committed to empowering your business by offering tailored outcome-based programs designed to foster a culture of data-driven decision-making. Our expert team provides end-to-end synthetic data solutions, including installation, professional services, and workflow optimization, reducing implementation overheads and optimizing data use cases.

Through collaborations with top cloud marketplaces and system integrators, Syntheticus facilitates seamless ecosystem integration, enabling your organization to leverage synthetic data for impactful decision-making.

Frequently Asked Questions

What is Syntheticus®? How does it work?

You're in the right place to find out. See answers to frequently asked questions about our platform.

What is synthetic data?

Synthetic data is a type of artificial data that mimics real-world datasets. With Syntheticus®, you access high-quality synthetic datasets created using advanced Generative AI and sophisticated mathematical/statistical methods.

How does Syntheticus® generate synthetic data?

The Syntheticus Suite uses advanced Generative AI and data protection technologies to generate high-quality synthetic datasets that mimic real-world data. Our algorithms analyze your original dataset and use this information to generate synthetic datasets that are accurate, reliable, and fit for your specific use case.

How does Syntheticus® ensure that its synthetic data holds the same quality as the original data?

Syntheticus® uses a range of state-of-the-art validation tools to ensure that its synthetic datasets are accurate and reliable. Using these certified tools, we compare the synthetic data against your original dataset to show that it proxies the data quality and accuracy. That said, the quality of original data is key to generating high-quality synthetic data, and we recommend using Syntheticus® in conjunction with quality datasets to maximize the accuracy of your results.

What are typical synthetic data use cases?

Synthetic data is used to train Machine Learning models or develop and test software applications. Some typical use cases include fraud detection, forecasting financial trends, developing smarter medical devices and applications, software development and testing, advanced analytics, and AI.

Is the quality of data generated by Syntheticus® good enough for advanced analytics, such as Machine Learning and predictive modeling?

Yes, the quality and accuracy of our synthetic data are on par with real-world datasets, given the privacy level. Many of our clients use Syntheticus® to improve the performance of their Machine Learning models, as well as to train them in a safe and privacy-preserving way. In certain cases, by supplementing with synthetic data, the performance of the ML and predictive models are even improved.

Will Syntheticus® gain access to my data to create synthetic data?

No, Syntheticus® does not have access to your original data. All our algorithms and tools are designed to protect its confidentiality. You connect your data to our Suite, and it generates high-quality synthetic datasets within your perimeter.

Which data types does Syntheticus® support?

Syntheticus® works best with structured tabular data formatted in tables, large datasets, relational databases, geospatial data, log and time series data, multi-table databases, and open text data. However, the platform is data-agnostic and can ingest every type of data.

Do I need any specific skills or experience to use Syntheticus®?

No, Syntheticus® is easy to use and requires no special skills or experience. Our intuitive platform makes connecting and interacting with your data simple. Our team of experts is always available to help you get the most out of Syntheticus® and your data.