Standard operating procedure · CS8A · Customer Service
Feedback to Insight
Analytical procedure owned by Voice of Customer in Customer Service. 6 numbered steps, 1 of them a person deciding and 5 of them agent work … more
Procedure code
CS8A
Analytical
Rule versions in force
v1.8 · v4.5 · v2.6
3 governing rules stacked over it
In force since
2024-10-07
Earliest effective date across those rules
Last reviewed
2026-08-08
Latest review date across those rules
Rules approved by
1
Head of Customer Experience
Rule health
1/3
1 under review · 1 superseded
There is no document register behind this header. The version, the dates and the approver names are read off the governing rules this procedure runs inside, which is the closest thing the estate holds to a document control record. Nobody wrote these procedures. There is no document library behind this page and no Word file anywhere in the estate. Every procedure below is generated from rows this platform already holds: the line and its ordered stations, the owning team and the person accountable for it, the policy items bound to that team, and the governance gates seeded against the function. The steps, the owners, the gates, the approvers, the dwell times and the volumes are read straight off those rows. The sentences that join them together are generated. Read a procedure as the estate describing itself, not as a document somebody signed.
Purpose and scope
What this procedure is for and where it stops
To run feedback to insight to one repeatable standard inside Voice of Customer, part of Customer Service. more
Entry condition
Runs analytical. Starts when the cycle calendar fires.
Exit condition
The unit clears distribute. more
In scope
- Every unit of feedback to insight raised inside Voice of Customer, from the trigger below through to the final step.
- 5 of the 6 steps, which run without a person present.
- 1 decision that stops the line until a named person releases it.
Out of scope
- Anything outside the envelope set by the owning team. It leaves the line at a gate and becomes the named approver's decision.
- Work that belongs to another function. This line records no handoff, so nothing leaves it mid-flow.
- The 1 step carried on the shared AI GBS spine. They are done for this line but not by this function.
Who owns it
Runs the line
Voice of Customer Orchestrator
Accountable person
Head of Customer Experience
The end of the escalation path. Above them sits Customer Service Chief of Staff for the function.
That team’s remit
Owns feedback theme work end to end inside Customer Service. more
That remit describes the whole team, not this one procedure, so its counts are larger than the ones on this page.
Autonomy
78% now · ceiling 78%
Ingestion and theme extraction are agentic at full volume. more
The procedure, step by step
6 numbered steps · 1 of them stop for a person
A step is one station on the line. more
| No. | Step | Who does it | What happens | System of record | Time on the step | In flight |
|---|---|---|---|---|---|---|
| 01 | Ingest GBSgbs | Voice of Customer Orchestrator | Voice of Customer Orchestrator performs this step unattended on the shared AI GBS transaction spine, outside the function, inside the envelope its owning team has set, and writes an evidence record naming the actor, the authority it acted under and the digests of what it read and wrote. | Customer Relationship Management | 6.5 hrsstandard 9.4 hrs | 17 |
| 02 | Extract themes Agentworkflow | Theme Extraction Agent | Theme Extraction Agent performs this step unattended at the workflow layer, inside the envelope its owning team has set, and writes an evidence record naming the actor, the authority it acted under and the digests of what it read and wrote. | Customer Relationship Management | 9.6 hrsstandard 19.8 hrs | 41 |
| 03 | Quantify drivers Agentworkflow | Driver Analysis Agent | Driver Analysis Agent performs this step unattended at the workflow layer, inside the envelope its owning team has set, and writes an evidence record naming the actor, the authority it acted under and the digests of what it read and wrote. | Contact Center Platform | 3.1 hrsstandard 4.9 hrs | 6 |
| 04 | Draft insight Agentworkflow | Churn Signal Agent | Churn Signal Agent performs this step unattended at the workflow layer, inside the envelope its owning team has set, and writes an evidence record naming the actor, the authority it acted under and the digests of what it read and wrote. | IT Service Management | 3.2 hrsstandard 4.6 hrs | 43 |
| 05 | Review HumanpolicyDecision | Head of Customer Experience Releases: Head of Customer Experience | Work stops. Head of Customer Experience reviews what the line has produced and either releases the unit or sends it back. Nothing downstream of this step runs until that decision is made.Holds until: Held for a named human when the unit exceeds the feedback theme decision envelope, when confidence falls below the floor, or when a policy clause is engaged. | Customer Relationship Management | 20.9 hrsstandard 2.1 days | 4 |
| 06 | Distribute Agentworkflow | Journey Friction Agent | Journey Friction Agent performs this step unattended at the workflow layer, inside the envelope its owning team has set, and writes an evidence record naming the actor, the authority it acted under and the digests of what it read and wrote. | Workforce Management | 13.2 hrsstandard 20.8 hrs | 11 |
The swimlane
The same steps, laid out by who is holding the work
Three lanes: a person deciding, an agent working, and the shared services spine. more
Run the procedure
One unit walked along that swimlane on the happy viable agentified path
Press run and a single unit enters at station 01. Each station takes exactly the dwell this platform records for it and is held by whoever the estate says holds it. more
Nothing has happened yet. more
- The lanes are the recorded lanes. 1 of the 6 stations stop for a person and every one of them still does on this run.
- Every one of the 1 decision is still taken by the person who holds it. The happy path is that each one is released first time, not that it is skipped.
- The owning team is held to a 78% autonomy ceiling and this run sits at 63% unattended, inside it.
- 4 systems are attributed across the stations, and 0 of them are connected. Nothing in this run has been watched executing against a real system of record.
One decision, held by Head of Customer Experience. more
- 05 Review — The last decision on the line. Something on every procedure ends with a person, so this one is never offered.
This is a run, not a forecast. more
Happy means nothing goes wrong: no station raises an exception, no gate sends the unit back, no rework loop fires and nothing sits in a queue between stations. more
The second clock is the allowance. more
A decision may be handed to the agent lane only if two things hold … more
The run reads the station rows only. more
What this run does not model: arrival patterns, contention between procedures for the same person, shift patterns, weekends, learning curves, and the cost of anything. more
Run it again, going wrong
The same unit, the same stations, broken the way the estate already records breaking
This is the same unit on the same stations, breaking. more
No break below was chosen. more
One play head, two tracks, the same scale. The clean run stops when it runs out of stations; the other one keeps going.
As written
6 stations, nothing waiting, nothing sent back
0 min of 2.4 days
now Ingest · Voice of Customer Orchestrator · 6.5 hrs
As the ledger has it
the same stations, plus 5 categories the estate already counts
0 min of 3.8 days
now Ingest · Voice of Customer Orchestrator · 6.5 hrs
What breaks, and where it is counted
No break below was chosen. more
What the two runs say together
5 counted categories land on this procedure. more
What this run cannot claim
These breaks are shown together on one unit so the shape of a bad day fits on one screen. more
The separation register records a duty conflict against a sub-function and a named post, not against one procedure. more
Two clocks run. Worked time is the sum of the time the work is actually being done … more
Roles and responsibilities
7 named parties
The responsibility grid is assigned by a rule, not lifted from a chart. more
| Party | RACI | Steps | Duty | Escalates to |
|---|---|---|---|---|
Voice of Customer Orchestrator orchestrator | Runs the line | 0 | Sequences this line, holds its timetable and decides what has to surface to a person. more | Raises to Head of Customer Experience when a unit falls outside the envelope or confidence drops below the floor. |
Voice of Customer Orchestrator agent A3% autonomy · ceiling A3% 96% clean · 7% overridden | Responsible | 1 | Owns the voice of customer lane end to end. more | Escalates to Head of Customer Experience when the unit falls outside the decision envelope or confidence drops below the floor. |
Theme Extraction Agent agent A3% autonomy · ceiling A3% 93% clean · 3% overridden | Responsible | 1 | Executes the voice of customer step it owns, posts its evidence, and hands the unit to the next stage. | Escalates to Head of Customer Experience when the unit falls outside the decision envelope or confidence drops below the floor. |
Driver Analysis Agent agent A3% autonomy · ceiling A3% 89% clean · 3% overridden | Responsible | 1 | Executes the voice of customer step it owns, posts its evidence, and hands the unit to the next stage. | Escalates to Head of Customer Experience when the unit falls outside the decision envelope or confidence drops below the floor. |
Churn Signal Agent agent A3% autonomy · ceiling A3% 94% clean · 15% overridden | Responsible | 1 | Watches voice of customer continuously. more | Escalates to Head of Customer Experience when the unit falls outside the decision envelope or confidence drops below the floor. |
Head of Customer Experience person | Accountable and responsible | 1 | Holds 1 decision on this line. more | Accountable to Head of Customer Experience for the decisions held here. |
Journey Friction Agent agent A3% autonomy · ceiling A3% 96% clean · 3% overridden | Responsible | 1 | Executes the voice of customer step it owns, posts its evidence, and hands the unit to the next stage. | Escalates to Head of Customer Experience when the unit falls outside the decision envelope or confidence drops below the floor. |
Decision points and escalation
1 places this procedure stops
05 · Review
20.9 hrsHeld for a named human when the unit exceeds the feedback theme decision envelope, when confidence falls below the floor, or when a policy clause is engaged.
Head of Customer Experience
Handoffs out of this procedure
Nothing leaves this procedure for another function. It completes inside Voice of Customer.
The rules this procedure runs inside
3 governing rules
Voice of Customer Decision Envelope
under reviewCS8-POL-200 · envelope · vv1.8
Agents in this lane may act without a human when the feedback theme sits inside the stated value, risk and confidence envelope. more
Approved by Head of Customer Experience · in force 2025-04-01 · reviewed 2026-07-29
Binds Feedback Ingestion Agent, Theme Extraction Agent, Driver Analysis Agent, Closed-loop Follow-up Agent, Journey Friction Agent
EU · UK · US
Voice of Customer Evidence Standard
activeCS8-POL-201 · evidence · vv4.5
Every autonomous decision writes inputs, the rule version applied, the model and prompt version, the output and a reversal path. more
Approved by Head of Customer Experience · in force 2025-05-11 · reviewed 2026-08-08
Binds Feedback Ingestion Agent, Theme Extraction Agent, Driver Analysis Agent, Closed-loop Follow-up Agent, Journey Friction Agent
US · Canada
Voice of Customer Escalation Rule
supersededCS8-POL-202 · escalation · vv2.6
Escalation is mandatory when confidence falls below the floor, when two options sit inside the confidence band, or when a break condition on a ratified position fires. more
Approved by Head of Customer Experience · in force 2024-10-07 · reviewed 2026-07-19
Binds Feedback Ingestion Agent, Theme Extraction Agent, Driver Analysis Agent, Closed-loop Follow-up Agent, Journey Friction Agent
US · Canada
Systems this procedure touches
4 named · 0 connected
System attribution is a rule, not a reading. more
| System | Vendor | Domain | Criticality | Steps | Connection |
|---|---|---|---|---|---|
| Customer Relationship Management | Salesforce Sales Cloud | crm | critical | 3 | modeled |
| Contact Center Platform | Genesys Cloud CX | service | high | 1 | modeled |
| IT Service Management | ServiceNow ITSM | itsm | high | 1 | modeled |
| Workforce Management | NICE WFM | service | medium | 1 | modeled |
0 of the 4 systems on this procedure is connected to the platform, and none of the twenty-six in the estate register is. 3 of them are marked as taking a write back, which is a property of the system, not a live path from here.
How it performs
End to end
2.4 days
Summed from the time each step sits, standard 4.6 days — running at 52% of the standard.
Touchless
57%
Agent share
83%
A week
12
In flight
122
Effort a week
1,256 human minutes · 2,139 agent minutes
Volume multiplied by the time on each step. more
Assurance over this procedure
4 governance gates sit above it
The twenty-four controls and eighteen exception classes in this platform are held at estate level … more
| Gate | What trips it | Who releases it | Clock | Waivable |
|---|---|---|---|---|
Refund or remedy above $500 approval | Any single remedy exceeding $500 in customer value | Service manager | 4 business hours | No |
Vulnerability or hardship indicator escalation | Any signal of hardship, bereavement, distress or safety risk | Trained human specialist | Immediate | No |
Legal complaint or regulatory reference escalation | Any legal threat, regulator mention or formal complaint | Legal and service leadership | 2 hours | No |
Departure from published remedy approval | Any resolution outside the published remedy catalog | Service manager | 1 business day | No |
Next to it on the same team
Voice of Customer
What this document is and is not
These procedures describe the modeled estate. more
Actions
What is waiting on a person
What one procedure document gives you, and what to check before you treat it as the standard.
named approvers appear across the library
Every decision point on every procedure carries a job title, not a queue. more
steps in the library hand their unit to another function
A handoff is where a procedure stops being one team’s problem. more
controls exist in the estate, and they belong to no procedure in particular
Controls and exception classes are held estate-wide. more
Operations
What this desk is allowed to start
A surface that only reports is not operable. more
Trigger and bound
A procedure document prints purpose, scope, entry and exit, the numbered steps with the actor on each, the roles and their RACI position, the swimlane, the decision points and escalation, the handoffs, the governing rules with version and approver, the systems by rule and the timings. more
Live observability
What the record shows right now
The whole library, by lane, so a single document can be read against the estate it came from. more
Current distribution
2,748 steps
Is policy and strategy coming to fruition
Whether the written intent is holding here
Half. The document is complete and every actor on it is measured more
Not holding on the record
A procedure here carries a version, an approver, an in-force date and a last-review date. more