Anavid

For a data scientist in the retail sector, Anavid transforms a sunk cost—CCTV infrastructure—into a high-value, real-time data source. Instead of manually building and training computer vision models from scratch, you get a deployed, pre-trained system focused on key retail metrics. The platform's core strength is converting unstructured video into structured, event-based data (e.g., theft gestures, visitor counts, customer paths) that is immediately usable for analysis and modeling. Its ability to work with existing camera brands like Hikvision and Dahua, and even analog systems, removes a major hardware barrier. Crucially, Anavid offers integration with CRM and ERP systems, enabling you to correlate in-store behavioral data with transactional data to build comprehensive predictive models. This direct link between on-the-floor behavior and business outcomes is where data science teams can drive significant value. The inclusion of server hardware and installation within the license simplifies the often-complex MLOps and infrastructure side of deploying a computer vision project at scale.