Platform

One platform that owns the operation
end-to-end.

Panaptico connects to your live systems, models current vs. target state, rehearses changes before they land, executes through humans and agents — and keeps every outcome verified after go-live.

Schedule a demo

Architecture

One graph, grounding every step.

Live systems flow in. The workspace holds ground truth — current state, target state, and everything in between. Agents and operators generate the bounded changes that keep reality pointed at intent.

Live systems

ServiceNow
ServiceNow
AWS
AWS
Okta
Okta
CrowdStrike
CrowdStrike
Cloudflare
Cloudflare
Workday
Workday
Datadog
Datadog
Entra
Entra

API-native — no agents to install, no architecture changes.

Operations workspace

Live

Ground truth for the operation — intent, live state, work, execution, evidence.

Experiments
System Sensor
Work Items
Operational Pulse
System Outcomes
Posture Continuity
Runbooks & Workflows
Incidents

Current vs. target, field by field — reconciled continuously.

Execution

Systems Architect
designs, scopes, writes each step
Implementation agents
execute bounded changes in sandbox
Your operators
approve, run, own the gates
Approval gates on every step

Nothing lands on a live system without evidence and a gate you configured.

How it works

One loop.
Design. Build. Operationalize. Iterate.

ExperimentsControlled trial
SPF hardening flip — panaptico.com ~all → -all
Hypothesis: hard-fail causes zero loss of legitimate mail.
12
Steps
~80m
Window
3
Guards
5
Preconditions
Blast radiusMapped — 2 zones, 1 sending path
ReversibilitySingle-record revert
RollbackPre-state captured

Start from what you actually run

Discovery reads the live estate — not a stale CMDB export. The Systems Architect drafts the architecture brief from real state, and Experiments turn risky assumptions into falsifiable hypotheses before anything ships.

Live discovery across ITSM, CMDB, cloud, identity, and security tools
Architecture brief generated from current state, not tribal knowledge
Experiments — controlled trials with declared blast radius and rollback
Pre-Flight Twin forecasts the future state before a single command lands

Agents

Agents that execute
inside your guardrails.

Panaptico doesn't replace your ITSM, PM tools, or CMDB — it runs across them. Agents work the same surfaces your team does: reading live state, drafting bounded changes, and pausing at every gate you configure. Every event is two-sourced, with confidence inline.

Implementation agents

Falcon EDR rollout · Wave 1

Running
Queried live estate · 14,208 endpoints across 12 sites
99%
servicenow.com
aws.amazon.com
3,214 endpoints missing Falcon sensor
96%
crowdstrike.com
jamf.com
Phased plan generated · 4 waves by site criticality
92%
servicenow.com
atlassian.com
Change requests drafted · CHG-00482 through 00485
100%
servicenow.com
Wave 1 execution staged — waiting for your approval
Gate

Every event two-sourced · confidence inline

48s ago

Integrations

Works with the tools you already run.

698 providers across ITSM, cloud, identity, endpoint, security, and networking. No agents to install, no architecture changes.

ServiceNow
ServiceNow
Jira
Jira
AWS
AWS
Azure
Azure
GCP
GCP
Okta
Okta
CrowdStrike
CrowdStrike
Jamf
Jamf
Slack
Slack
GitHub
GitHub
Terraform
Terraform
Snowflake
Snowflake
Palo Alto
Palo Alto
Cisco
Cisco
ServiceNow
ServiceNow
Jira
Jira
AWS
AWS
Azure
Azure
GCP
GCP
Okta
Okta
CrowdStrike
CrowdStrike
Jamf
Jamf
Slack
Slack
GitHub
GitHub
Terraform
Terraform
Snowflake
Snowflake
Palo Alto
Palo Alto
Cisco
Cisco

See the whole operation.

From the first hypothesis to the last reconciliation — one workspace, one graph, one definition of done.