Teleskope Enforce

Teleskope Enforce is the remediation component of Teleskope's Data Reasoning Layer (the third step, after Understand and Decide). It remediates sensitive data exposure within the same platform that classified the risk, without handing off to a ticketing system, SOAR platform or external tool. Remediation actions include notify, redact, quarantine, revoke, relocate and delete. These can run automatically or require human confirmation. Administrators define guardrails before automation starts: which actions run automatically, which need human approval, and which are never automated. Findings below a confidence threshold are sent for human review with context and a recommended action. A crawl/walk/run approach starts with human confirmation for every action and expands automation over time. Every enforcement action is logged with the data found, its classification, confidence level, applied policy, action taken, timing and authorization. Actions are reversible within a configurable window. Permanent deletion is preceded by a governed quarantine period, typically 30 to 90 days, during which data can be recovered on request. The vendor states the audit trail supports EU AI Act and ISO 42001 human-oversight requirements. Enforcement runs continuously and is triggered by new data, access changes, policy updates or newly identified exposures. It covers connected environments including cloud, SaaS, on-premises, databases, collaboration tools and AI systems. Teleskope's classification can also feed DLP tools with labels to reduce false positives.