extrac.ai

ExTrac is a decision intelligence company that builds analytical capabilities for governments, defence organisations, financial institutions, and corporate risk teams operating in complex environments. The company combines curated data sources, human expertise, and domain-specific artificial intelligence to transform information overload into actionable foresight. Its core product ecosystem includes a web and mobile application alongside Co-Analyst, a domain-specific agentic AI system designed to retrieve data, execute complex investigations, and generate structured reports and visualisations.

The organisation's technology stack relies on continuous, interwoven layers of curated data and machine learning models. ExTrac's work in AI focuses on multi-agent architectures, hybrid information retrieval, vector search, graph analytics, and long-running streaming pipelines using Python and Go codebases. The company's methodology embeds human domain experts directly into the analytical pipeline to ensure data quality, evaluate model performance, and maintain traceable provenance for generated insights.

The open roles indicate that ExTrac is actively expanding its AI and machine learning teams across multiple seniority levels, including Software Engineers, Senior Software Engineers, Machine Learning Engineers, and Senior Machine Learning Engineers. These positions are structured around hybrid arrangements with in-office requirements in London and options for remote work. The teams operate in tight feedback loops alongside product and research functions to take AI capabilities from early prototypes into production features for analysts.