Starkdata

Starkdata is an enterprise artificial intelligence and machine learning company founded in 2019, headquartered in Lisbon, Portugal and Ashburn, Virginia (USA), and operating across Europe, the United States, and Africa. The company builds and deploys an Enterprise Intelligence platform that helps organisations identify, understand, predict, and act on critical business events — across departments and industries — to prevent losses and maximise opportunities. The Platform Starkdata's platform is designed to be regulation-native, cloud-native, and agnostic in architecture — meaning it delivers consistent results across sectors without requiring industry-specific rebuilds. It integrates with existing data infrastructure and can be deployed on cloud or fully on-premise. Its core capabilities include predictive analytics, churn and risk modelling, behavioural segmentation, feature importance and explainability, autonomous scoring, 360° customer views, and a dedicated AI governance layer known as the Compliance Control Board (CCB). A distinctive feature of Starkdata's approach is its modelling philosophy: rather than reacting to observable behavioural signals after decisions have already been made, the platform models the upstream chains that produce those signals — enabling prediction and intervention before harm or loss materialises. The Compliance Control Board The CCB is a model-agnostic AI governance infrastructure product that plugs into any existing model stack without modifying underlying models. It provides continuous drift detection (statistical, conceptual, and epistemic), multi-tier explainability (associational, interventional, and counterfactual), a Governance Command Centre with immutable audit trail, automated regulatory documentation, and human oversight management. It is deployable on customer infrastructure with no data leaving the institution's environment — addressing data residency, sovereignty, and third-party risk in a single architecture. Clients and Deployments Starkdata serves banks, healthcare providers, Fortune 500 companies, public institutions, logistics companies, and governments. Notable engagements include: Consumer Finance / Banking Healthcare Public Sector / Justice Logistics / Industry Tax and Anti-Fraud Mining Regulatory Standing and Thought Leadership Starkdata operates at the frontier of AI governance. In December 2025, it was one of five organisations — alongside other industry leaders — selected by the European Commission to present AI governance best practice at the EU AI Pact Anniversary event. Starkdata is an active member of the EU AI Pact. Its compliance framework covers both EU and USA regulation. Founding and Growth Founded in 2019 and fully self-funded, Starkdata was recognised in 2020 as one of the 16 most promising European AI startups in the pharmaceutical sector. It has since expanded into financial services, healthcare, justice, logistics, public administration, and government strategy — operating with a consistent methodology: entering a new domain not with pre-existing domain knowledge, but with the architecture and rigour to extract that knowledge from the institution's own experts and make it predictive, auditable, and regulatory-compliant.