TAZI Platform provides an integrated environment for data analysis and engineering, model development, and model deployment and monitoring. Some of the key functionality provided by the Platform are:
Develop & Deploy Hub
TAZI Deploy with its easy to use interface allows users to create and deploy models. It also shortens the model update cycles since business users can check data quality, create new features and business KPIs and undertake automated hyper-parameter optimization of run parameters.
TAZI Profiler
Organizations are increasingly relying on data to drive their decisions, but they often encounter challenges with data quality, validation, and enrichment. TAZI Profiler is a tool designed to help different roles in an organization overcome these data challenges. Whether you are a Data Owner, Business or Data Analyst, Data Engineer, or Data Scientist, TAZI Profiler can help you examine your data and identify weaknesses with just one click. You can determine what is useful in your data and get feature recommendations to speed up your data processing operations. By using TAZI Profiler, you can ensure that your data is ready for Machine Learning and avoid potential errors that could impact your decisions.
Model Optimization & Performance
TAZI Hypo allows you to optimize model parameter values and boost your model performance accordingly in short time. Instead of trying to find the optimum values of the model parameters, you can just say your parameter names to TAZI Hypo and it can find the best combination for you and you can directly use that configuration and create a business model in minutes.
Dynamic Dashboards
TAZI’s dashboards allows domain users to understand how prediction models operate. Each model’s dashboard is created automatically on a customizable interface. So business users can update the dashboard in minutes based on need to maximize the business benefit.
Lab to run and share notebooks securely. Customizable Python environments to be shared across models
TAZI Lab
TAZI Lab is a state-of-the-art environment designed for running and sharing notebooks securely, making it an ideal solution for teams looking to streamline their data science workflow. Its capability to offer customizable Python environments allows for seamless sharing across models, ensuring consistency and efficiency in the development process. Moreover, TAZI Lab supports the development of both R and Python codes, catering to a diverse range of data science needs and preferences. This flexibility and security make TaziLab an indispensable tool for teams aiming to develop, test, and deploy machine learning models with precision and collaboration at their core.
TAZI Insights
TAZI Insights allows domain users to understand machine learning models in detail. They can interact with the models for better understanding and decide on the appropriate business actions (and sometimes even data or machine learning actions) based on that understanding.
Business Rules Engine
An innovative feature in our tool, the “Business Rules Engine” section, is designed to elevate the adaptability and relevance of AI model outputs to specific business needs. This dynamic feature allows users to incorporate custom business logic directly into the AI models, enabling the adjustment of predictions based on bespoke business rules and criteria. Whether it’s refining model outputs or ensuring real-time processing, this functionality ensures that AI-driven insights and predictions are not only accurate but also perfectly aligned with the unique requirements and constraints of your business operations. By bridging the gap between technical AI capabilities and practical business applications, TAZI ensures that your AI solutions are fully tailored to support and enhance your strategic decision-making processes.
