Exiatec Enterprise MLOps
Exiatec Enterprise MLOps is Malaysia’s unmatched enterprise-scale MLOps solution. This solution is designed to optimise, streamline, and enforce information technology architectures in order to meet the requirements for competent machine learning model product ionisation. This enables this solution to provide an enhanced framework for facilitating machine learning pipelines in order to streamline third-party and AWS machine learning services. Your data specialists can use this solution to maintain your machine learning models collaboratively in order to extend MLOps and data science processes across your organisation.
Exiatec Enterprise MLOps enables data practitioners to deploy proprietary machine learning models at any point within the enterprise's information technology environment. They can be used on-premises or through public, private, or hybrid clouds.
Exiatec Enterprise MLOps is pre-integrated with Snowflake, Google BigQuery, and Tableau. Additionally, it enables competent functions regardless of the library or open-source language used, and it propels the development of enhanced predictive insight through the use of REST APIs.
Exiatec Enterprise MLOps eliminates the need for expert help for continuous production diagnostics, health monitoring, and model optimization; it inherits long-term learning capabilities and computer-based model evaluation tools.
Why is the Exiatec Enterprise MLOps required?
Practitioners of data-centric practises are continually urged to rely on technical data manipulation and computations in the modern day. Thus, the majority of data users devote significant time, money, and effort in training machine learning models and deploying them more quickly and effectively.
Exiatec Enterprise MLOps enables your data players to deliver vital data-driven insights in the promise of Big Data and AI through faster distributed frameworks. It serves as a comprehensive, DevOps-enabled turnkey solution for strategizing and implementing an MLOps roadmap based on your individual data requirements.
Exiatec Enterprise MLOps enables you to scale your MLOps streams
Exiatec Enterprise MLOps guarantees that AI and machine learning principles are adhered to by transforming feature engineering logic and data science models into intelligent, intuitive, and laggard-free AI-based apps capable of tackling real-world enterprise-grade data. From the design of machine learning models to their preparation, integration, governance, deployment, and testing, this solution will provide superior functionality for all machine learning model-related tasks. Here are a few elements that your data-driven organisation cannot afford to overlook.
Our unique data purification tools will cleanse and impute null values, missing fields, and other structures, unstructured or semi-structured low-quality data.
Exiatec Enterprise MLOps allows continuous machine learning model monitoring, governance, and diagnostics tools that detect any drifts, inaccuracies, or turbulence in machine learning models via AutoML technology.
This approach makes it much too simple and self-sufficient to deploy machine learning models; it permits the uninterrupted execution of interconnected services.
Exiatec Enterprise MLOps facilitates the development of containerized, NoSQL microservices for data gathering and preparation in preparation for real-time AI and machine learning practises.
Collect and prepare your company's data using our solution's inbuilt data catalogues for serialised standardisation of data collected from different sources throughout your system.
Your organization's data practitioners can utilise this platform to collaborate on feature engineering and exploratory data analysis in order to automate data collecting operations.
Within a single click, transform your firm into a machine learning and deep learning-friendly organisation.
Why should Exiatec Enterprise MLOps be chosen?
Exiatec Enterprise MLOps enables your organisations’ DevOps and Data Players to collaborate in a single effort. With Exiatec Enterprise DevOps, you can replace manual labor-intensive high-impact machine learning modelling methods with interactive, quicker, and more user-friendly machine learning modelling activities. The following are some of the significant benefits that the solution provides to data-driven enterprise cultures worldwide.
Supercharged Business Value: Your firm can produce business value with every ML and AI-generated data-driven choice you make by capitalizing data better, smarter, and faster.
Reproducible and Accurate: Build high-impact ML models by duplicating proprietary models and re-tuning them to deliver event-driven, accurate operations autonomously, improving value in comparison to manual and traditional data handling efforts.
Corporate Data Practitioners are free: Corporate Data Practitioners are available for no cost: Assist your data scientists and DevOps teams in developing ML models together to eliminate silos in a single effort. With a better GUI and smarter, user-friendly actions, this solution ensures that teams’ productivity is increased.
End-to-end ML Solution: Exiatec Enterprise provides an end-to-end machine learning solution. MLOps is more than a proof-of-concept; data specialists identify and apply it to implement robust AI and machine learning procedures with healthy, high-performing, and resilient ML models.
Classy Visualization Tools: Pipe inspectors, operators, and others may use smart pigging data remotely, graphically, and intuitively, thanks to GIS maps, digital twin models, and smart parametric dashboards.
Interactive Reports and Timelines: Interactive Reports and Timelines: Auto-generated reports with pertinent photos and visualization models of pipe lifecycles; the user can stroke a timeline to see pipe conditions from deployment to replacement.
Better Observation: Using KPI measurements and other monitoring tools, executives can watch the performance and accuracy of deployed AI and ML models in real time to ensure that they are performing as expected.
Better Explanation: Exiatec Enterprise MLOps can be used to diagnose machine learning models and implement appropriate control measures such as updating, managing, retaining, or replacing models after an end-to-end explanation of the model lifecycle and how they can help meet enterprise data manipulation needs.
Better Improvement: This solution also includes a rollout of updates to test and warm-up replacement models using A/B scenario testing tools and other machine learning model assessment tools, ensuring that your machine learning and AI processes never stop improving.
Exiatec Enterprise MLOps in what manner?
Exiatec Company MLOps includes all of the technical elements needed to manage end-to-end model lifetimes, from modelling to training, in order to scale adoption for specific enterprise needs. This solution exceeds alternative MLOps solutions in the market with the best model versioning, monitoring, governance, discovery, parameterisation, and data realisation.
Office Address
Sains@USM, Crest Place Block A, Jalan Persisiran Bukit Jambul, 11900 Bayan Lepas, Pulau Pinang
Contact Info
Phone: +60-0125320493 (Afifi, CTO)
Email: support@exiatec.com