Data pipelines with Apache Kafka: 36% increase in decision-making accuracy

Using Apache Kafka data streaming, Innowise provided a smooth data pipeline for informed decision-making and analytics. ● Innowise developed a system of connectors that aggregates information from the customer’s data sources and transforms it into Apache Kafka data streams. ● By integrating disparate data sources into a unified, real-time streaming Apache data pipeline, we addressed the core challenges of data fragmentation, scalability, and integration. ● The automotive manufacturer now benefits from mitigated data silo, informed decision-making, and transparent analytics that foster business growth. ● Our Kafka-based data streaming solution is built to scale so the client can grow quickly and add new data sources without compromising performance.

Document management solution with RAG chatbot: increased employee productivity and breach attempts detection

Innowise developed a software solution that allows users to access and collaborate on documents. The solution also includes a chat for seamless communication and an RAG chatbot through which the users can access the documents. ● The development process followed the Scrum methodology, beginning with a thorough discovery phase to define the scope of work. ● Project tasks were organized into two-week sprints, each ending with a prototype delivered for client review. ● This agile approach allowed for rapid responses to changes and issue resolution, ensuring the final product closely met the client’s objectives.

A 99% reduction in algae data errors after LIMS customization

Innowise has customized an existing web-based Laboratory Information Management System (LIMS), LabCollector, to efficiently monitor growth and lineage of algae used in animal feed production. ● We aimed to optimize the growth and health of algae cultures by tracking and adjusting the nutrients and conditions. Guided by this goal, our team has implemented LIMS, enabling seamless algae lineage tracking and inventory management, while delivering a cost-effective solution to our client. ● The impact is evident in several key performance metrics: - Increased team performance: Previously, managing and updating data stored in Excel files on SharePoint posed challenges, especially concerning simultaneous updates and version control. Centralized storage and automated synchronization mechanisms ensure that all team members are working with the most current and accurate data, eliminating the need for manual consolidation and reducing the risk of data discrepancies. - Enhanced data visualization: A significant advancement has been the introduction of lineage visualization, a feature entirely absent in Excel. Lineage visualization helps easily reconstruct the ascendance path (genealogy) of each algae, providing insights into optimal growth conditions and nutrient management strategies. - Streamlined decision-making: For the board of directors, enhanced visibility includes comprehensive analytics on algae metrics, crucial for informed decisions and strategic planning in optimizing algae-based animal feed production. This streamlined approach drives innovation and sustainability in harnessing algae for advanced feed formulations. ● Innowise’s strategic adoption of a customized, ready-made information management system not only met the specialized needs of our client but also reduced costs compared to developing a custom solution from scratch.