Implementation and operations runtime for enterprise IT systems.
Panaptico is an AI-native runtime for implementation and operational work across enterprise IT systems.
Endpoint Rollout, end to endFrom intent to verified implementation →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.
Implementation mode ships the change. Operational mode holds the watch.
Each mode lights up the product surfaces that fit the work. Implementation runs through Design Studio, Pre-Flight Twin, and the Implementation Checklist. Operations runs through Operational Pulse, Systems Sensor, and Work Items. Same runtime underneath, two distinct shapes of work above it.
From intent to verified go-live.
Design Studio
scope the rollout and declare intent
Pre-Flight Twin
model the change against your live environment
Implementation Checklist
governed execution with evidence at every step
Plan & Execute
sequence the work across humans and agents
A standing workspace, watching indefinitely.
Operational Pulse
live KPIs against standing targets
Systems Sensor
current vs target state, field by field
Work Items
small fixes filed and routed in flight
System Outcomes
track convergence over time, indefinitely
Operationalize
the workspace stays open after go-live, watching standing targets
Systems Sensor
Panaptico watches every system the work touches — field by field — against the state it is supposed to be in. Conformance, convergence, and drift are live, not a weekly report.
- Per-field conformance against target state
- A live convergence score and drift trend
- Plain-language alerts, compiled into exact predicates
Pre-Flight Twin
Before a single write, Panaptico projects your live environment into a future-state twin and runs the whole plan against it. You see the blast radius — which identities, integrations, and downstream systems move — before anything touches production.
- A digital twin of the environment's end state
- Quantified blast radius across systems and stakeholders
- High-risk predicted changes held for approval
Implementation Checklist
The plan becomes governed execution. Every task carries its systems, dependencies, owners, approvals, and evidence — and agents run the bounded changes through restricted mode and per-provider policies. Progress is tied to proof, not a status field.
- Every task knows its systems, owners, and dependencies
- Agents act inside approvals and restricted mode
- Each run leaves commands, resources, and evidence behind
System Outcomes
You define the end states that matter. Panaptico tracks them across reconciliation snapshots — met, in progress, pending, regressed — and the work is done only when every outcome is met and stays met. The moment one slips, it surfaces.
- Outcome-based completion, not task counts
- Convergence tracked across reconciliation snapshots
- Regressions surface the instant an outcome slips
Operational Pulse
A standing workspace, watching indefinitely. After go-live, the implementation stays searchable and the systems stay monitored against their declared end states. No project closes — it just becomes operational.
- Live KPIs against standing targets
- Continuous reconciliation post-launch
- Implementation knowledge base stays searchable
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.