OBSERVATIONAL CMDB
Observe, don't document
Parascope watches your infrastructure and writes the documentation you were never going to. Continuous discovery, automatic relationships, full change history.
Deploy
Connect your sources through lightweight collectors. No agents on targets.
Observe
Assets, relationships, and changes observed continuously across every source.
Understand
Search, query, or rewind. Your infrastructure, fully understood.
Parascope is built as an observer. Collectors read from the APIs you already run (Kubernetes, Proxmox, OpenStack, Ceph, PostgreSQL, DNS, identity, monitoring), and everything lands in one model with relationships mapped and history kept. Query the present, or ask what the estate looked like at any point in the past year.
Continuous Discovery
Agentless observation across your estate, refreshed continuously.
Change Tracking
Full change history with before-and-after diffs, and point-in-time views across the past year.
Relationships & Impact
Cross-source relationship mapping, full-stack lineage, and blast radius analysis
Query & ParaQL
Ask in plain English or write structured ParaQL. Built for the questions operations teams ask.
Data Sources
Compute, storage, network, identity, monitoring, secrets, and more. New collectors built on request.
AI Agents
MCP and a read-only API give agents the same map your team uses.
How it reaches your on-prem estate
One small VM inside your network hosts the collectors. Credentials for your systems are stored on that appliance and never leave it; only observed metadata (what exists, how it is configured, how it connects) flows to the platform over TLS. Toward your systems the appliance is read-only: it queries their APIs and has no write path.
Security by design
Credentials never leave your network. Only observed metadata flows to the platform.