Cloud Invention pioneers avant-garde data architecture frameworks, including Data Mesh, Data Fabric, Data Hubs, and Data Lakes, prioritizing adaptability and streamlined data analysis. Our tailored approach optimizes data quality and accessibility, fostering seamless sharing within organizations. Choosing the right model involves evaluating factors like data nature, volume, scalability, governance, integration, analytics, security, and cost-effectiveness. Whether opting for Data Mesh, Data Fabric, Data Hub, or Data Lake, our strategy aligns with precise data management goals. Our process encompasses API ingestion for real-time data exchange, handling big data for insightful analytics, and leveraging cloud storage for scalable solutions. We champion Data Catalogs for organized metadata and advocate DataOps for streamlined data operations, enhancing collaboration and accelerating insights delivery. Trust Cloud Invention for a secure, compliant, and efficient data-driven future.

Cloud Invention delivers reliable data engineering solutions, encompassing the design, construction, and upkeep of data pipelines, databases, and infrastructures. Our commitment is to provide organizations with top-tier data quality and accessibility, empowering them to unearth valuable insights in the data-centric business landscape of today.

Data Pipelines

Data engineering encompasses the collection of data from diverse sources, its processing, and its transfer to a data warehouse or analytics platform. This process unfolds in stages, involving data extraction, refining, enriching, and transforming. By leveraging data pipelines, we automate the flow of data through these stages, elevating data quality, facilitating real-time or batch processing, and empowering streamlined data governance and analytics endeavors.

Database Management

Database management encompasses the tasks of structuring, storing, retrieving, and preserving data. It encompasses the creation and organization of databases, oversight of data records, security maintenance, performance optimization, and enforcement of data integrity rules. Smartwyn excels in the administration of SQL databases, such as Oracle, MS SQL Server, and MySQL, as well as NoSQL databases like MongoDB and Cassandra. Our team of database administrators (DBAs) is highly skilled in the monitoring, maintenance, and optimization of database systems to guarantee streamlined data processing and retrieval.

Data Infrastructure

Our data engineering team collaborates closely with stakeholders and adheres to industry best practices, prioritizing the establishment of a robust and efficient data infrastructure. This involves regular monitoring of system health, performance, and data accessibility to ensure seamless operations. We proactively implement backup and disaster recovery strategies to safeguard against data loss, and stringent security measures are in place to ward off unauthorized access. Routine updates and patches are systematically applied to maintain up-to-date and secure systems. To meet evolving data demands, we plan for scalability and consistently fine-tune processes for enhanced efficiency. Thorough documentation and version control practices enable us to track changes and configurations systematically.

Cloud Invention delivers comprehensive data management solutions, ensuring systematic organization, secure storage, and accessible data retrieval. Our expertise extends to implementing robust data governance, quality assurance, and stringent security measures, ensuring compliance with regulatory standards. Through lifecycle management, data integration, and advanced analytics, clients enhance data utilization, drive informed decision-making, and foster innovation, establishing a reliable foundation for organizational endeavors. In data warehousing, we navigate contemporary platforms like Amazon Redshift, BigQuery, Snowflake, and Databricks, streamlining real-time processing and integration. Proficient in data visualization tools and Python libraries, we create impactful charts, dashboards, and reports, empowering clients to gain profound insights. Our all-encompassing data governance framework defines protocols for access, utilization, quality, and security, ensuring data integrity, risk mitigation, and compliance, fostering improved decision-making and organizational transparency.

Data science plays a pivotal role in extracting valuable insights from extensive and intricate datasets. Employing advanced data science techniques, we facilitate informed decision-making, support predictive analytics, and improve business operations. Our team of data scientists discern patterns, trends, and correlations that provide valuable input for strategies, process optimization, and innovation, benefiting our clients. Our Overall Approach Our all-encompassing and pragmatic approach to data science incorporates a versatile fusion of methodologies, including statistics, operations research, natural language processing, machine learning, decision science, computer engineering, and cognitive science. These techniques are adeptly and judiciously applied to dissect intricate and heterogeneous datasets, yielding valuable insights. These insights not only enhance our clients' decision-making but also equip them to serve their customers with greater efficiency and effectiveness.

Cloud Invention offers tailored application development services, leveraging Low-code/no-code platforms for simplicity, integrating AI/ML for enhanced functionality, and adopting microservices and serverless computing for scalability. Progressive web apps elevate user experiences, addressing previous shortcomings in web applications. We utilize containers with Kubernetes for streamlined deployment and prioritize security through DevOps and CI/CD pipelines. Full-stack development is integral, allowing our developers to seamlessly navigate both frontend and backend aspects. Their versatility ensures efficient development, troubleshooting, and adaptation to evolving demands. With expertise in diverse languages and frameworks, our developers empower clients to create comprehensive solutions, making full-stack development a crucial skill in their IT toolkit.

Our approach is rooted in an incremental, iterative, and lean design methodology, ensuring alignment with stakeholder and user requirements. Through Scrum and Kanban-based agile methodologies, we analyze user stories meticulously, enhancing the product continually based on insights gained from each sprint. Embracing test-driven development, we initiate features with automated tests to guarantee code excellence. Behavior-Driven Development practices maintain consistent language throughout the software lifecycle, fostering effective communication. Our Agile architectural design prioritizes adaptive design over extensive upfront planning, encouraging collaboration and simplicity. For larger projects, we incorporate the Scaled Agile Framework (SAFe) to address challenges associated with scaling Agile approaches, applying specific SAFe components judiciously.

Recognizing the paramount importance of security in the development process, Cloud Invention offers DevSecOps as a core capability for enterprise clients. Cultivating a collective responsibility culture, we integrate security as a fundamental part of the development pipeline, ensuring secure and dependable software deployments. This proactive approach minimizes post-release security remedies, aligns with regulatory mandates, and instills confidence in our clients. Our DevSecOps culture emphasizes the shared responsibility of developers, IT operations, and security teams throughout the software development lifecycle, enabling early detection and mitigation of security risks. Automated code testing, utilizing open-source frameworks, ensures rapid validation of individual modules and end-user functionality, while automated security testing, employing various tools, identifies and addresses vulnerabilities promptly, enhancing the overall security posture of digital assets.

Cloud Invention empowers clients with a range of cloud services, fostering flexibility, remote work capabilities, and modernization. Our services, spanning strategy development, engineering, migration, and security, ensure clients' success on their cloud journey. The Cloud Invention strategy emphasizes assessing workload suitability, choosing optimal deployment models, managing resources and costs, implementing security measures, ensuring data governance, and fostering a cloud-centric culture. With a commitment to multi-cloud and cloud-agnostic approaches, we offer flexibility, resilience, and secure content delivery. Our proactive cost management optimizes returns on cloud investments, aligning usage with budgets and business objectives. Expertise in cloud engineering, architecture, resource provisioning, automation, and security fortifies clients for a seamless cloud transition and reliable operations.

Cloud Invention proudly introduces cutting-edge Robotic Process Automation (RPA) technology to elevate business process efficiency. Our engineered RPA robots seamlessly integrate with digital systems, mirroring human actions through familiar interfaces for data gathering and application operation. Excelling in tasks like data entry and document processing, our RPA bots ensure precision and regulatory compliance. Our commitment is to enhance operational efficiency, cut costs, and free human resources for more critical endeavors. RPA, as opposed to traditional IT solutions, offers a cost-efficient and time-saving approach, tirelessly performing error-free tasks non-intrusively. Capabilities include application logins, API connections, data handling, email processing, web scraping, and calculations. Our implementation strategy involves identifying processes, creating automation workflows, configuring software, thorough testing, ensuring data security and regulatory compliance, and providing comprehensive training, leveraging cognitive technologies like machine learning, speech recognition, and natural language processing for federal government automation initiatives.

We employ a suite of open-source frameworks, such as JUnit, JMeter, SoapUI, and Selenium, enabling a robust automated testing methodology capable of executing thousands of tests within minutes. Continuous Integration (CI) is seamlessly conducted in environments like CircleCI or Jenkins after each code check-in, validating individual code module functionality and forming end-user functionality. Our forte in Continuous Delivery involves tools like CircleCI and Jenkins for smooth deployment, Ansible for on-demand deployment, and expert DevOps guidance. Prioritizing automation in the shift from waterfall to DevOps includes focusing on CI/CD, automating functional tests over UI tests, and segmenting the process for an efficient transition. Implementation emphasizes CI/CD with tools like Jenkins, Ansible, and Bamboo, integrated successfully for triumphant execution, addressing technical or operational challenges with GitOps principles for version control, collaboration, compliance, and infrastructure automation.