Hypothesis
A problem reported three times is a customer deciding whether to leave.
Desired result: Lower cost per resolved contact; shorter wait/handling time; higher consistent resolution and accessibility

Service operations, care and network teams
The same customer has reported the same problem three times. Each contact was closed. The problem is still there.
Shows how cases, remedies and evidence are handled. Not this journey end to end.
Seen by the customer · Care desktop, English
From the record, not a run: what would reach them, on Care desktop, App, Email, SMS, in English, Local language.
What happened
A complaint, failed entitlement or financial exception is opened.
The same customer has reported the same problem three times. Each contact was closed. The problem is still there.
What it reads
Checks before anything is sent
Authority, customer impact, financial exposure and maker-checker pass.
Every option considered, including doing nothing
No action is a valid outcome, and it is recorded with its reason. Nothing is computed on this page: the options are the record's own, and no run has decided anything.
The shape of the record, with no values. A reference appears only after a run is saved.
Hypothesis
A problem reported three times is a customer deciding whether to leave.
Desired result: Lower cost per resolved contact; shorter wait/handling time; higher consistent resolution and accessibility
Modelled not observed
No figure is modelled for this journey. The mechanism that could produce the result is stated instead.
Receive → disclose AI → authenticate → detect intent → retrieve/act → confirm → log → hand off when limits trigger → sample for QA
Observed
Nothing yet. Measurement begins in a pilot’s validate stage, on your systems, against a comparison agreed first.
Intent-level control or phased rollout; compare resolved contacts, repeat contacts and cost per resolved intent; human QA sample
Measured on: Containment; end-to-end resolution; transfer rate; first-contact resolution; average handling time; repeat contact; CSAT; abandonment; unsafe-response rate
The result wanted.
Lower cost per resolved contact; shorter wait/handling time; higher consistent resolution and accessibility
The mechanism that could produce it.
Receive → disclose AI → authenticate → detect intent → retrieve/act → confirm → log → hand off when limits trigger → sample for QA
The records kept to show it.
Audio/transcript; intent/confidence; retrieved source; tool-call response; handoff reason; resolution code; QA review; repeat-contact result
The cost, and the ways it can go wrong.
Costs: Implementation fee + platform/usage subscription per interaction/minute; optional managed conversation operations
If it fails: Apologise without inventing; do not transact on uncertainty; transfer with captured context; retain trace; alert operations on repeated failures
The measure that shows it helped.
Intent-level control or phased rollout; compare resolved contacts, repeat contacts and cost per resolved intent; human QA sample
Measured on: Containment; end-to-end resolution; transfer rate; first-contact resolution; average handling time; repeat contact; CSAT; abandonment; unsafe-response rate
Nothing has been observed for this product. Every line above is the record's own design intent; measurement begins in a pilot's validate stage, on your systems, with the comparison agreed first.
The business side
| Step | What the customer experiences | What the operator does |
|---|---|---|
| The momentThe moment that started it. | A complaint, failed entitlement or financial exception is opened. | Reads contact history and how each case closed, network events in the customer's area, device and configuration state, any remedy already given. |
| The decisionThe decision to be made. | Nothing reaches the customer yet. | Classifies the case and proposes a policy-bound remedy. |
| The safeguardsThe conditions that stop it. | Still nothing. No action is sent until every check has passed. | Authority, customer impact, financial exposure and maker-checker pass. |
| The actionThe action that reaches the customer. | Resolve, refund, reverse, fulfil or escalate to a named owner. Reaches them on Care desktop, App, Email, SMS, in English, Local language. | Recommends. The system that holds the right confirms, charges or provisions. |
| When it goes wrongRefusal, failure and recovery. | The underlying cause sits with a team that has not accepted the case. | The case is not closed. Ownership is recorded as unassigned and the customer is told what happens next. |
| The resultThe change it made. | What changed for them is what is counted; nothing else is claimed. | Resolved, evidenced case and protected value. |
| The proofThe proof anyone can check. | Can be answered for, later, from the record. | Case inputs, decision, approval, execution references and close proof. |
Operator systems remain authoritative. HeuriTel reads these to propose an action; it does not decide on their behalf.
What goes wrong
The underlying cause sits with a team that has not accepted the case.
What happens then
The case is not closed. Ownership is recorded as unassigned and the customer is told what happens next.
A case, a complaint or an overdue balance is handled with the customer's context, a clear disclosure and a human within reach.
when the repeated case turns out to be a money exception
the commercial offer that waits until the case is closed
Shows how cases, remedies and evidence are handled. Not this journey end to end.