Auto Knowledge Discovery Agent
Knowledge Discovery
Autonomously discovers any sensitive data type in structured and unstructured repositories — on-premises, cloud, SaaS, and shadow IT. Maintains a living inventory that is always current.
Chorology's Compliance and Posture Enforcement platform translates deterministic intelligence into a continuous governance system — built on a new data abstraction: the Knowledge Object.
Each agent has a defined role, autonomous behavior, and a unique contribution to the collective intelligence of the CAPE platform.
Auto Knowledge Discovery Agent
Autonomously discovers any sensitive data type in structured and unstructured repositories — on-premises, cloud, SaaS, and shadow IT. Maintains a living inventory that is always current.
AUTO DATA CLASSIFYING & MAPPING AGENTS
Applies deep domain and knowledge intelligence to classify and map any sensitive asset against any regulatory mandate: GDPR, HIPAA, PCI-DSS, CCPA, DORA, NIS2, and custom frameworks.
Auto Security Posture Agent
Synthesizes all agent intelligence into a real-time, multi-framework security posture score with prioritized remediation guidance — updated continuously, not quarterly.
| Dimension | Legacy / Probabilistic | Chorology DDI |
|---|---|---|
| Classification Engine | Pattern matching only | Semantic meaning and full context |
| Accuracy | High false positive rate | Near-zero operational false positives |
| Auditability | Opaque, unauditable decisions | Fully explainable, regulator-ready |
| Cost Structure | Token costs scale with volume | Fixed, predictable cost model |
| Deployment | Requires cloud processing | On-prem, cloud, and hybrid |
| Coverage | Sample-based visibility | Complete data estate coverage |
| Data Sovereignty | Data leaves control boundary | Data never leaves its environment |
| AI Pipeline Safety | Cannot enforce at data layer | Deterministic AI ingestion controls |
Prevents sensitive data from entering AI pipelines, RAG systems, and copilot contexts — enforced at the data layer, not the model layer.
Continuously identifies, classifies, and tracks critical IP across collaboration tools, code repositories, and AI-generated artifacts.
Provable, audit-ready classification aligned with GDPR, CCPA, HIPAA, PCI-DSS, the EU AI Act, DORA, NIS2, and custom frameworks.
Reduces attack surface by eliminating redundant, stale, and high-risk data. Minimizes breach impact through pre-event remediation.
A 30-minute architecture review with the Chorology team.
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