LensReading which lens this session carries.
CS8A-1004In flighthigh materiality

Feedback theme at draft insight

Sanjay Achebe

Customer Service · Voice of Customer · CS8A Feedback to Insight

$932k

value

96%

confidence

39

people affected

5h 6m

age

4h 35m

sla

67%

progress

Currently held by

Closed-loop Follow-up Agent

An agent owns the next move

Raised by

Farrah Raman

Requester of record

At station

Draft insight

Workflow layer · station 4 of 6

Where this train is on the line

CS8AFeedback to InsightAnalytical · 6 stations

Ingest

17 q

Extract themes

41 q

Quantify drivers

6 q

Draft insight

1 live

Review

4 q

Distribute

11 q

Evidence trail

Every station this unit has passed, who acted, and what they left behind

This is the readable trail. The same actions are held in the append-only evidence spine with their authority grant, version stamps and hash links; open the auditor pack to see them.

  1. Cleared ingest

    -306m

    Voice of Customer Orchestrator

    Spine control pack posted, three-way evidence attached

  2. Cleared extract themes

    -230m

    Theme Extraction Agent

    Inputs, rule version and output hash written to the evidence log

  3. Cleared quantify drivers

    -153m

    Driver Analysis Agent

    Inputs, rule version and output hash written to the evidence log

  4. Holding at draft insight

    -77m

    Churn Signal Agent

    Inputs, rule version and output hash written to the evidence log

What happens next

The next station and its rule

Review

run by Head of Customer Experience · Policy layer

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.

approver Head of Customer Experience

Why the signal is what it is

Plain reading of the current state

Green. The agent completed this station inside its authority envelope, the confidence threshold was met, and no gate rule was triggered. Nobody was asked to look at it.

Past SLA by 31m · 39 people or records downstream of this decision