Responsible AI Starts with Trusted Data
AI isn’t just about algorithms – Responsible AI starts with trusted data. Learn how C2 Data Technology delivers discovery-first to reduce inference risk and enable compliance by listening to our podcast below. https://www.youtube.com/watch?v=p9MKuoOb84A Ready to Build AI on a Stronger Foundation? C2 Data Technology puts data discovery at the front of your AI operations – so responsible AI becomes achievable, scalable, and a true competitive advantage. Build your AI for long term success with data that’s been protected. Book a Demo Why Responsible AI Starts with Data Discovery and Not an Algorithm AI models are only as reliable as the data beneath them. This is why responsible AI starts with trusted data. Without visibility into PII, PHI, and hidden data, organizations risk bias, compliance failures, and erosion of trust. Discovery-first is the foundation for responsible, successful AI. Don’t add more data security barriers. Implement smarter data privacy. https://www.youtube.com/watch?v=N9ODizxmqQg&pp=0gcJCa0JAYcqIYzv Uncovering PII and PHI Data Uncovers PII/PHI data beyond column names – into free text, backups, and unstructured sources Detects hidden “linkers” like timestamps, device IDs, and location data that turn anonymous into identifiable Maps the entire sensitive data landscape so training inputs are trustworthy, compliant, and explainable Helps build responsible AI starting with data discovery C2 Data Technology makes this level of discovery possible as step one in your AI journey. Building the AI Governance Lifecycle Treating data governance as an afterthought leads to costly fixes and AI model retraining. Responsible AI starts with data discovery that enables success. Manage Inference Data Risk Even when data looks anonymized, AI models can re-identify individuals through subtle patterns. Inference risk threatens compliance and public trust. C2 Data Technology reduces inference risk by embedding contextual privacy controls directly into data – before AI model training begins. The C2 Data Technology Advantage AI Discovery with Contextual Inference and Semantic Analysis Enforcement of Privacy at Ingestion with Encryption, Masking, Redactions, and Synthetic Data Generation Automated Continuous Data Discovery, Mapping of the Risk Profile, and Actionable Insights