Connect & Map
Start with a live graph
of your environment
Panaptico connects to the real systems in the rollout — cloud, identity, endpoint, ITSM, networking, observability. It discovers what actually exists, deduplicates findings across tools, and builds one project-scoped graph of system, work, and organizational state — continuously reconciled against intended target state.
API-native, no agents
Every connector uses the provider's own API surface. Nothing to install in your environment, nothing to maintain.
Project-scoped discovery
Panaptico only pulls what the rollout needs. The graph stays lean by design, scoped from the user's intent.
Unified primitives
Every discovered object collapses into one of four project primitives: systems, work, people, evidence.
Discover
148k systems, unified across every source
Panaptico deduplicates findings from overlapping tools and preserves full provenance for every attribute — so you always know which source said what.
148,291 Systems unified across all data sources
Automatically deduplicated into a single, trusted view
| System Name | System Owner | OS / Distribution | Criticality | Data Source |
|---|---|---|---|---|
| prod-api-gateway-01 | platform@panaptico.com | Ubuntu 22.04 | High |  |
| auth-service-prod-main | IT team | Ubuntu 22.04 | High |  |
| analytics-pipeline-prod | data-eng@panaptico.com | Windows Server 2016 | High |  |
| file-storage-cluster-02 | Infra eng | Centos 7.3.1611 | Medium |  |
| dev-sandbox-testing | curtis.w@panaptico.com | Rocky 8.10 | Medium | |
| nettapphxy-12 | james.p@panaptico.com | Rocky 8.10 | Medium | |
| nettapphxy-13 | james.p@panaptico.com | Rocky 8.10 | Medium | |
Cross-tool deduplication
When Qualys, Orca, and Rapid7 all describe the same host, Panaptico consolidates them into one system record without losing which source observed what.
Full provenance
Every field — owner, criticality, environment, controls — carries the exact data sources that contributed. Drill down to see the underlying reasoning.
Unified and raw views
See the consolidated graph or switch to per-tool raw data. Both are available; the unified view is the default.
Trust
Every attribute, every source, every confidence score
Panaptico is a control plane across your stack, built on the foundation of a single pane of glass view of your environment.
tp1dist-01
Ubuntu Linux 22.04
System Metrics
Last updated: 02/20/2026, 12:20:31 AM
| Metric | Value | Data Source(s) |
|---|---|---|
| System Owner | Eng Infra Team | |
| Business Criticality | Critical99% confidence | |
| Internet Facing? | Yes95% confidence | |
| Contains Sensitive Data? | Yes95% confidence | |
| Environment | Production99% confidence | |
| Compensating Controls | Yes98% confidence | |
Cross-tool deduplication
When multiple sources describe the same attribute, Panaptico consolidates them into a single record while preserving the full provenance of which tools observed it.
Confidence scoring on every attribute
See how certain Panaptico's agents are about every judgment. Drill into confidence breakdowns to understand which sources contributed and the reasoning.
Raw and aggregated views
Both unified and source-specific details are preserved. Switch between the single pane of glass and the raw data from each tool at will.
Normalize
Provider-specific objects collapse to shared primitives
The ontology is project-scoped and lean — it keeps only what affects sequencing, execution, validation, evidence, approval, health, or audit. Everything else stays in the raw source layer.
Access Principal
Compute Resource
Change Request
Evidence Artifact
Reconcile
Discovery isn't a one-time scan
The graph refreshes continuously. When live state and intended state diverge, Panaptico classifies the change — ignore, watch, route into a task, block dependent work, request approval, or trigger a bounded fix. Reconciliation is a state-transition layer, not an alert firehose.
Classified, not just alerted
Every drift is categorized — ignorable noise, watched, task-worthy, blocking, approval-gated, or auto-fixable. The engine decides what earns attention.
Continuous refresh
Providers are polled on their own cadence and rate limits. New resources appear in the graph as they show up in reality, not on a scheduled export.
Baselined post-go-live
Once the rollout lands, the graph becomes the baseline for drift detection, operational health, and the next change — without a second onboarding.
Next
Once the graph exists,
the rollout becomes a software problem
Gaps between current and target state turn into sequenced, owned, approved work — with generated artifacts, bounded execution, and evidence on every step.
See the full platform