01
Transformation & modernization
Baseline the system before migration or modernization; verify behavior, dependencies, data, and service outcomes through the transition; prove the new state matches what the business requires.
Operate with confidence
Continuous Control Monitoring & Verification for IT Systems.
Continuous verification that your systems, infrastructure, changes, and controls work as intended.
Identity
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Cloud
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Security
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Data Platforms
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Networking
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Enterprises run on assumed state across a hundred disconnected consoles — until an outage, audit, or breach proves otherwise.
The firewall rule that does nothing. The backup that never ran. The access that outlived the contract.
Panaptico streams signals, state, and telemetry into one live operational model of the entities that matter.
Declare intent once. Panaptico verifies reality against it — continuously, with evidence for every claim.
When reality diverges, action is routed instantly — and every claim resolves into verified proof.
Enterprises run on assumed state across a hundred disconnected consoles — until an outage, audit, or breach proves otherwise.
Use cases
What teams use Panaptico for.
02
System quality & assurance
Continuously identify configuration drift, missing coverage, fragile dependencies, and abnormal behavior. Prove critical systems remain inside their declared operating conditions.
03
Capacity & dependency risk
Expose exhausted headroom, retry amplification, hidden single points of failure, and dependencies that looked redundant but were not—before they become outages.
04
System readiness
Prove readiness before peak season, launches, audits, or major change. Run evidence-backed checks on cadence and make every unknown or stale dependency visible.
05
Recovery & continuity
Verify backup evidence, replication health, restore-path readiness, failover capacity, and the full dependency chain supporting each business-critical capability.
06
Continuous control assurance
Prove controls continue to operate between reviews. Every conclusion includes scope, coverage, freshness, history, and inspectable evidence—not another attestation.
Operating priorities
Your operating priorities, continuously verified.
Track the resources expected in scope, compare live provider state with declared targets, and keep missing coverage or stale evidence visible.
Explore System SensorSee exhausted headroom, retry amplification, fragile dependencies, and paths that looked redundant but are not.
See system qualityVerify backup evidence, replication health, restore-path freshness, failover capacity, and the dependencies behind recovery.
Explore recovery assuranceBaseline the system before migration or modernization, then compare behavior, dependencies, data, and service outcomes through the transition.
Explore modernizationKeep each conclusion tied to its evaluated scope, target condition, coverage, freshness, definition, evidence, and full state history.
See Signal Tracking◆System assurance · Google Cloud Firewall
open findingPublic ingress exceeds the declared scope
12 affected rules · production networks · evaluated 47s ago
Firewall rules permit administrative ports from the public internet. The declared target allows those ports only from approved private ranges.
604
Expected
592
Evaluated
98%
Coverage
ControlCurrentExpectedState
Source range0.0.0.0/0private CIDRs onlyOff target
Ingress ports22, 3389approved portsOff target
Rule loggingEnabledEnabledAt target
Provider evidence current · 12 resources require reviewInspect evidence →
The operational ledger for enterprise IT. Declare intent. Stream reality. Prove everything.
See coverage, continuity, drift, and the systems that need attention before opening a single workspace.
The verification loop, in eight primitives.
One model. One language. One proof.
System Sensor, Signals, Identity Links, the Atlas, Probes, Initiatives, Work Items, and Routing aren’t modules glued together — they’re one system speaking one language. The proof is the product.
System Sensor
Always-on sensors read the live estate field by field — every account, device, policy, and config, current state against declared target. The moment reality moves, the model knows.
Signals
Raw telemetry becomes business meaning — “risky user,” “unmanaged device,” “backup safety margin.” Every signal is scored continuously against your thresholds, with the full history of every drift and every recovery.
Identity Links & Groups
Okta's user, Intune's device, and Cloudflare's seat resolve to one operator. Populations like Japan Office or Main Admin Users become named, verifiable scopes — not accidental collections of rows.
The Atlas
The live map of everything connected — entities, relationships, dependencies, and the ghosts nobody inventoried. It answers what legacy CMDBs never could: what's really out there, and what breaks if it moves.
Probes
Attempt the things that must work: the restore, the failover, the sign-in path. Explicitly enabled, scoped, and evidenced — and missing proof is itself an alarm.
Initiatives
Declared intent as a living program — USB Exfiltration Prevention, Zero Trust by office — scored against the live estate on every poll, with gaps, exceptions, and evidence in one place. What executives fund and boards review.
Work Items
Every gap becomes a ticket with an owner. Every fix is re-verified automatically — the loop closes when reality matches intent, and stays closed because the check never stops.
Routing
When reality slips, something happens. A risky login gets a harder path, a non-compliant device lands in quarantine, a failing deploy rolls back. Your existing tools enforce — the ledger decides when. And the routing itself is verified.
What gets verified on Panaptico
From a single cert to a datacenter exit.
Any claim you can declare, held to reality.
Fourteen composable primitives express any condition your business depends on — declare the claim in plain terms, and the right checks hold it to reality, continuously. No primitive fits, no problem: compose them.
- Offboarded means offboarded — access gone from every systemAbsence
- Every endpoint carries a healthy, reporting sensorCoverage
- No certificate reaches its expiry window unrenewedExpiry
- The HR roster reconciles with the accounts that actually existReconciliation
- Tests and approvals ran before the deploy — in orderSequence
- Nothing changed in production during the freezeFreeze Window
- Nobody both requests and approves privileged accessSeparation of Duties
- SPF, DKIM, and DMARC hold — spoofed mail provably bouncesConformity
FAQs
What teams ask before they trust the result.
Direct answers about scope, access, evidence, deployment, and how Panaptico fits into the systems already in place.
Panaptico compares observed state from connected systems with conditions your organization declares. A result can apply to a field, resource, population, system, or Initiative. Every result retains its scope, coverage, freshness, definition, history, and supporting evidence.
Monitoring shows that a metric moved or an event occurred. Panaptico evaluates whether the resources and conditions your organization expects still satisfy their declared targets. Monitoring data can become evidence inside Panaptico; it is not something Panaptico needs to replace.
A CMDB records inventory. A scanner applies vendor-defined findings or benchmarks. Panaptico continuously evaluates live provider state against organization-specific targets, preserves Unknown and incomplete coverage, and keeps the evidence and change history behind each verdict.
An agent can retrieve a point-in-time answer. It does not automatically maintain the expected population, persistent target, evidence freshness, coverage denominator, versioned evaluation logic, and history across systems. Panaptico maintains that verification contract so humans and agents can rely on the same answer.
Verification starts with scoped observation. Permission to read evidence is not treated as permission to mutate a provider. Any execution or write path, where enabled, is separately authorized and explicit rather than implied by the connection.
The result becomes Unknown or Unobserved. It does not silently inherit the last good value and it never becomes a manufactured pass. The missing scope and evidence remain visible until the system can evaluate them again.
No. A team can begin with one load-bearing system, one resource population, or one operating condition that it cannot afford to misunderstand. The same model then expands through additional categories, Signals, systems, and cross-system Initiatives.
Tracked fields define how a provider value is acquired and the condition that value must satisfy. Each reconciliation evaluates the observed value against that target and records whether it is at target, off target, observed without a target, or unknown—with history for every transition.
Access is scoped to the APIs, resources, and evidence required by the connected system and the conditions being verified. Missing permissions stay visible as missing coverage or Unknown rather than being hidden behind a green status.
Panaptico is designed around inspectable evidence and customer-controlled data architecture. Deployment and residency requirements are handled with the customer, while every result remains traceable to its source, timestamp, freshness, and definition version.
You declare the intent.
Panaptico proves the reality.
Continuously verify the systems, changes, and controls your business depends on.