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AWS cost optimization is both an exciting opportunity and a challenging necessity for growing businesses. One of our clients, a provider of a niche SaaS solution for 35 partners, approached us with a critical problem: their AWS costs were rising steadily, but this increase was not directly proportional to the addition of new clients. Instead, the cost growth primarily stemmed from resource consumption by their existing clients. The client needed us to analyze their architecture and cost structure to identify […]

Imagine a scenario where a data analyst needs to generate SQL queries to extract specific information from a complex data warehouse, but without deep knowledge of SQL. Our goal was to create an AI assistant that translates natural language to SQL, and we wanted to find the optimal large language model (LLM) for this task. We needed a solution that balances performance and cost while handling the limitations of context windows. A context window refers to the amount of text […]

Our client, a global biotech company with a presence in over 80 countries and a workforce of 4,000 employees, depends on a complex IT environment that includes both on-premises and cloud-based components. This infrastructure supports everything from research and development to manufacturing and corporate operations, with SQL Server playing a pivotal role across various environments. Given the scale and criticality of their operations, the client required a partner who could not only manage and optimize their existing SQL Server infrastructure […]

Our customer, a leading provider of end-to-end digital solutions for enhanced patient experiences, approached us with several challenges resulting from their rapidly growing customer base. These challenges included: Difficulties in expanding their software development team and managing multiple infrastructure environments to keep up with growth; Inefficient legacy CI/CD pipelines and lengthy deployment times; Challenges in complying with new regulatory requirements and improving overall digital security; Lack of observability and efficient troubleshooting capabilities; Prolonged release cycles and difficulties in setting up […]