The Operations Runtime for IT systems.
Intent, live system state, work, execution, evidence, and verification — in one place. For the everyday operational load and the larger projects running across your live IT systems.
DNS Record Change, on the runtimeStanding work and planned work, one runtime →Identity
Cloud
Security
Data Platforms
Networking
Traditional IT work runs on tickets, manual steps, and uncorrelated signals.
Panaptico understands the intent of your project, enriching it with signals, effects, change, and outcomes.
From shipping new systems to keeping live ones healthy — every kind of IT work.
In implementation mode — every change pre-flighted, evidenced, and shipped.
In operational mode — every system continuously converging on its targets.
Panaptico understands the intent of your project, enriching it with signals, effects, change, and outcomes.
A new interface for work on IT systems. From design to execution, to scale and operationalization.
The runtime in six primitives.
One model. One language. One system.
Sensors, Pulse, Work-Items, Incidents, Trust, and System Canvas aren’t modules glued together — they’re one system speaking one language. The synchronization is the product.
Continuous System Sensors
Always-on connections into the live environment — servers, DNS, identity, endpoints, networking, cloud, mail, security tools. Sensors read current state continuously, so Panaptico always knows the real state of the estate instead of trusting a CMDB that's stale the moment it's written.
Operational Pulse
The real-time heartbeat of the estate — health, drift, coverage, and what needs attention, across both everyday operations and active projects. Pulse turns raw sensor signal into one operational picture, so teams see risk and deviation as it happens rather than after something breaks.
Work-Items
The atomic unit of operational work — "migrate this server," "rotate these certs," "offboard this user." Unlike a Jira ticket, a work-item carries its intent, the systems it touches, its dependencies, its execution steps, the humans and agents assigned, and the verification that it hit the target state. It doesn't describe the work — it is the work.
Incidents
When sensors and pulse detect drift, deviation, or failure, Panaptico raises an incident. Because it lives in the same system, that incident arrives with full context — what changed, what depends on it, who owns it — and flows straight into work-items for remediation. A closed loop from detection to fix to verification.
Trust
The evidence and verification layer. Before a change: do we have the evidence to trust it's safe and the guardrails to execute it? After: can we continuously verify we're on track, prove the target state was reached, and catch drift before it spreads? Trust is what makes it safe to let humans and agents act on live systems — confidence backed by evidence, not hope.
System Canvas
Drill into one signal, one question, one topic at a time. System Canvas pairs a scoped Systems Architect thread with a living board of KPIs, charts, topology paths, and notes — so investigations don't vanish into a scrolling chat. Launch from a Pulse signal or open one cold, then attach the canvas to a work-item as evidence.
From a DNS change to a datacenter exit.
Same runtime, same evidence, same proof.
Standing operational work is the heart of it — access, certs, patching, devices, DNS, mail, drift remediation. The bigger planned projects — migrations, deployments, upgrades — run on the same primitives, against the same live system graph.
- Rotate expiring certs across the estateStanding
- Offboard a leaver across every systemStanding
- Patch the production fleetStanding
- Harden SPF, DKIM, and DMARCStanding
- Reconcile Conditional Access policiesStanding
- Migrate VMware to ProxmoxPlanned
- Decommission a stale server safelyStanding
- Roll out MFA to every workforce appPlanned
Live system intelligence
See the systems. Forecast the change. Run with proof.
Watch every system in real time
Systems Sensor tracks every resource an initiative depends on. Current state vs. target state, drift, alerts, and last reconciliation — for every record, every minute.
Predict the future state before you ship
Run a future-state twin before a single command lands. See convergence to target, cross-system impacts, and the findings that need attention first.
Govern the agents that run the work
Agent Settings hold the rules — restricted mode, per-provider action policies, scoped memory, and required reviews. Agents only do what they're explicitly allowed to.
Track every phase to verified done
Every initiative gets a numbered phase plan with owners, tasks, and evidence. Steps close only when the live environment confirms the outcome.
Define the work
Start with a design.
Scale to the work.
Implementation Studio takes a goal and generates the numbered phase plan, task list, owners, and evidence requirements for any initiative.
Active Directory Domain Consolidation — acme.local → acme.com
Goal / Objective
Decades of acquisitions left us with three forests, two trust relationships nobody documented, and an SID history that breaks half our audit reports. We need to consolidate into a single domain without breaking the apps that still depend on the old SPNs.
- Systems
- Active Directory · Entra ID · Kerberos
- Complexity
- High
- Owner
- Identity Platform
- Wave
- Q3 → Q1
Why teams pick Panaptico over Jira, ServiceNow, and the stack of tools in between
Project management, ticketing, and collaboration tools track work about your environment. Panaptico turns intent into verified implementation — connected to live systems, governed by approvals, and backed by evidence.