Hypothesis
Recovering the balance matters less than not losing the customer while doing it.

Credit, collections and care teams
A customer is behind on payment. A blunt reminder in the wrong language damages a relationship that is still worth keeping.
A pilot's requirements are specified: the data, the authority and the consent design.
Seen by the customer · Voice
From the record, not a run: what would reach them, on Voice, IVR, WhatsApp, SMS.
What happened
A payment becomes overdue or a promise-to-pay is missed.
A customer is behind on payment. A blunt reminder in the wrong language damages a relationship that is still worth keeping.
What it reads
Checks before anything is sent
Identity, vulnerability, contact policy, authority and affordability pass.
Every option considered, including doing nothing
Doing nothing is one of the outcomes, and it is recorded with its reason. The options are the record's own; a run decides between them.
The shape of the record, with no values. A reference appears only after a run is saved.
Hypothesis
Recovering the balance matters less than not losing the customer while doing it.
Modelled
The mechanism that could produce the result, stated; the figure is measured in the pilot.
Observed
Measured 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
Measured in the pilot's validate stage, on your systems, with the comparison agreed first. Every line above is the record's own design intent.
The business side
| Step | What the customer experiences | What the operator does |
|---|---|---|
| The momentThe moment that started it. | A payment becomes overdue or a promise-to-pay is missed. | Reads balance and payment history, previous arrangements and how they went, language and channel preference, hardship and vulnerability markers. |
| The decisionThe decision to be made. | The customer's screen is unchanged. | Explains the balance and proposes a fair payment or hardship path. |
| The safeguardsThe conditions that stop it. | Still unchanged: the action waits until every check has passed. | Identity, vulnerability, contact policy, authority and affordability pass. |
| The actionThe action that reaches the customer. | Secure a promise, payment or named human review in local language. Reaches them on Voice, IVR, WhatsApp, SMS. | Recommends. The system that holds the right confirms, charges or provisions. |
| When it goes wrongThe failure, and the recovery. | The customer is flagged as vulnerable partway through the conversation. | Automated collection stops, the case moves to a person, and the stop is recorded with the reason. |
| The resultThe change it made. | What changed for them is what is counted; nothing else is claimed. | Recovered account or resolved evidenced case. |
| The proofThe proof anyone can check. | Can be answered for, later, from the record. | Balance source, conversation, plan, consent, payment and resolution trail. |
Operator systems remain authoritative. HeuriTel reads these to propose an action; it does not decide on their behalf.
What goes wrong
The customer is flagged as vulnerable partway through the conversation.
What happens then
Automated collection stops, the case moves to a person, and the stop is recorded with the reason.
A case, a complaint or an overdue balance is handled with the customer's context, a clear disclosure and a human within reach.
where the balance, the plan and the payment sit
how the reminder is worded and which channel carries it
Available to see today
A pilot's requirements are specified: the data, the authority and the consent design.