Support · Voice of customer
Customer feedback synthesis
Turn surveys, reviews, and support conversations into evidence-linked themes, while product and CX owners control theme merges and action assignments.
Illustrative product view
run_feedback_analyzer_01
A new survey, review, or conversation batch enters the review window.
Trigger captured
Signals are normalized
Evidence attached
Themes and evidence are drafted
Evidence attached
Human decision required
Terminal approval step
The operating problem
Where the process breaks.
Customer signals are split across surveys, tickets, calls, and account notes, leaving teams to manually reconcile repeated issues. Automated synthesis needs source evidence and a human owner to prevent weak themes from becoming product priorities.
Governed execution
How the work runs.
Order remains explicit from trigger to decision. Every step runs inside the tools, data scope, and policy assigned to this workflow.
- 01Trigger
Feedback batch closes
A schedule or volume threshold selects the permitted feedback set.
- 02Agent
Signals are normalized
The agent removes duplicates, classifies channel and account context, and preserves source links.
- 03Agent
Themes and evidence are drafted
The workflow groups feedback, surfaces representative evidence, and marks uncertainty or conflicts.
- 04Human
Owner reviews themes
A product or CX owner validates theme merges, labels, priority, and action ownership as the terminal step.
Decision boundary
Human approval is the boundary.
The approval node is terminal today. A post-approval send or write happens only through a separate manual or newly triggered continuation.
Required decision
A product or CX owner validates every theme merge, priority, and action owner; publishing requires a separate continuation.
Approval recorded
Actor, decision, edits, and timestamp join the receipt.
Separate continuation
External write
Nothing resumes silently after the human decision.
Proof of execution
Execution receipt.
The output is not just a result. It carries the trigger, evidence, proposed actions, decision, and final workflow state.
Illustrative receipt
sample · run_feedback_analyzer_01
- Batch definition and source channels
- captured · evidence_01
- Normalization and deduplication result
- captured · evidence_02
- Theme evidence and confidence
- captured · evidence_03
- Owner merge and priority decisions
- captured · evidence_04
- Owner decision and continuation status
- approved · continuation_not_started
Output · Evidence-linked themes, proposed priorities, action ownership, and owner decision receipt.
Connected work
Example systems in this workflow
These are illustrative system choices, not a claim that every one is a native connector. Configure supported native tools, MCP servers, OpenAPI imports, or approved HTTP tools for your environment.
Deployment boundary
Run the workflow in Zilionix Cloud, inside your VPC, or through the self-hosted deployment path while keeping organization-scoped data and credentials inside the selected boundary.
Zilionix Cloud
Your VPC
Self-hosted
Policy before autonomy
Guardrails for this run.
Every theme links back to permitted source evidence.
Low-volume and conflicting themes are marked rather than promoted automatically.
Theme merges and action assignments require an accountable owner.
Access to account-linked feedback follows workspace permissions.
External evidence
Benchmark the opportunity.
This source illustrates the surrounding business problem. It is not a Zilionix deployment, customer result, or performance guarantee.
Bring this workflow into view.
Map the trigger, tools, approval boundary, and execution receipt against the way your team already works.