Governed agentic patching
for infrastructure that
cannot pause.
Remediate thousands of configuration items per cycle without expanding headcount. Every run follows your CAB policy, produces signed evidence, and stays reversible at every gate.
Approvals at every state transition.
Agents propose. Engineers approve. Every gate is traceable, signable, and reversible in ServiceNow.
Signed artifacts for every CI.
Pre-checks, post-checks, configs, and diffs are captured in HTML, JSON, and YAML for audit-ready review.
Runs in your VPC, with your creds.
No external SaaS plane. Secrets stay in Vault. Execution is orchestrated inside your control plane.
Canary, cohort, rollback, by policy.
Every change respects maintenance windows, CI-class limits, and rollback criteria.
Enterprise patching stalls before the first device is touched.
Every remediation cycle crosses inventory, advisories, maintenance windows, approvals, execution, validation, and evidence. At scale, those steps move through disconnected systems, manual handoffs, and serialized gates.
Advisory overload
Teams manually interpret vendor notices and map them to impacted assets.
triageInventory uncertainty
CMDB, NetBox, scanners, and spreadsheets disagree on what is actually exposed.
inventoryMaintenance window pressure
Teams compress high-risk work into narrow windows with limited rollback tolerance.
schedulingApproval fragmentation
CAB, security, operations, and application owners approve in different systems.
approvalsSerial execution
Work runs device by device, region by region, instead of policy-safe parallel cohorts.
executionEvidence scramble
Screenshots, logs, diffs, and approvals are collected after the fact instead of by design.
evidenceOne approved request. Every control stays intact.
WWT's SWIM automation service converts a manual patch cycle into a governed remediation workflow. One approved request triggers cohort planning, pre-checks, parallel execution, post-check validation, evidence capture, and change closure across vendors and regions.
The manual runbookManual, serial, audit-unfriendly.
- SSH into one device at a time
- Hand-map models to firmware files
- Eyeball pre/post config diffs
- Copy terminal output into ServiceNow
- React to post-window surprises
The governed workflowOne request. Policy-gated. Evidence by default.
- NetBox maps target OS per device
- Ansible executes vendor-specific playbooks in parallel
- Robot Framework performs structured pre/post validation
- Evidence attaches automatically to the change record
- ServiceNow closes the change when checks pass
The governed remediation workflow.
AI interprets risk. Humans approve action. Deterministic systems execute and verify.
-
01Ingest
Advisory released
Vendor advisory, CVE, or PSIRT notice enters the workflow.
Advisory record -
02Correlate
Impact assessed
AI correlates advisory impact across inventory, exposure, and business criticality.
Impact map -
03Recommend
Plan generated
Agentic planning proposes cohorts, windows, eligibility, and rollback.
Remediation plan -
04Approve
Controls applied
CAB, blast-radius policy, credentials, and human gates approve the run.
Approved change -
05Execute & validate
Remediation completed
AAP executes, Robot validates, evidence attaches, and ServiceNow closes.
Evidence bundle
AI proposes. Humans approve. Automation executes. Evidence proves.
A governed run, end to end.
Follow one approved remediation wave from pre-check to install, validation, evidence capture, and change closure.
Quantify the cost of manual remediation.
Model the engineering capacity, maintenance-window pressure, evidence burden, and risk exposure created by your current patching process.
At $85 / hr loaded
Direct labor value recovered, before avoided outages, rework, and audit exposure.
Maintenance window reduction
Compressed to a tracked maintenance window. Your team monitors dashboards instead of typing commands.
Manual evidence assembly
Reports, configs, and diffs are generated, attached, and archived automatically. Your handwriting stays out of audit.
Devices managed per engineer
Your people grow the fleet without growing the headcount. The boring work goes away; the senior work stays.
Firmware used to be a risk-register line item. Now it is a scheduled line item with receipts. My board stopped asking about it.Network Manager·Fortune 500 customer·Post Agentic Remediation, year one
See what governed remediation could unlock in your environment.
We'll model one real remediation workflow against your asset counts, CVE backlog, approval model, automation stack, and evidence requirements.