Turn repetitive support work into a controlled, reviewable workflow.
Map customer support requests into triage, evidence gathering, response preparation, approval, and audit steps with Kernolix controlled AI workflows.
A workflow needs evidence and boundaries, not just an answer.
Support automation fails when a model answers without policy context, evidence, ownership, or escalation boundaries. Kernolix separates classification and drafting from actions that affect a customer.
Request classification with explicit confidence and risk
Internal response drafts grounded in approved information
Clear escalation and human-review conditions
Auditable action history for pilot evaluation
Six inspectable stages from goal to measured outcome.
Define
Document request types, service rules, escalation paths, and prohibited actions.
Classify
Route the request by intent, urgency, customer impact, and available evidence.
Gather
Prepare the context a support owner needs before deciding on the response.
Draft
Create an internal response proposal without representing it as sent.
Review
Escalate sensitive, uncertain, or policy-bound requests to a person.
Measure
Track handling time, corrections, escalation rate, and verified completion.
Pilot boundary
Kernolix can plan and audit the workflow today. Customer-facing sends and ticket-system updates stay blocked until a real connector, permission scope, and approval policy are configured for the pilot.
Review the security boundary →What teams need to know before a pilot.
Will Kernolix answer customers without review?
Not by default. The first pilot prepares internal work and routes customer-facing actions through explicit approval.
Does this require replacing the help desk?
No. The pilot defines a controlled workflow around the existing help desk and adds connectors only after the process is validated.
Which requests should be automated first?
High-volume, well-documented, low-risk requests with clear escalation rules are the safest starting point.
Use the live Operator before you buy.
Describe the current process, volume, systems, and risk. Kernolix will prepare a controlled execution plan without performing unapproved external actions.