2026-09-05 The first real calls have been placed: five ended normally, six failed. Here is what broke.

Financial

A first line can filter, but it cannot touch an account.

In a bank or a consumer lender most calls end at an operator, but not all of them should start there. A good share of first-line time goes on routing, on repeating the same public information, and on gathering the details the operator would have asked for anyway. That is the automatable part.

The assistant takes the call, establishes what the caller is ringing about, answers from the public information you publish, gathers the necessary details and transfers to the right queue with the context attached. It does not authenticate the caller and performs no operation on any account.

§01 The calls

What a first line can take

The rule on this page is simple and not up for negotiation: anything touching an account, an amount or an identity goes to a person. What is left is useful, and there is a lot of it.

Intent routing

The caller says what they are ringing about and lands in the right queue, with no keypad menu.

Questions from public information

Hours, required documents, the steps of an application, published general terms. From your documents.

Taking a product enquiry

The interest, an indicative amount and the timing, as a lead, with no eligibility assessment at all.

Booking an appointment

Into the adviser calendar, from their real diary.

A lost card report

Recognised from the first words and transferred immediately, with priority and no further questions.

§02 The flow

From the call to the right queue

The flow is deliberately short. An assistant that holds a caller for ten minutes on a bank first line has saved nothing; it has only moved the frustration earlier.

  1. 01 Establish intent in two sentences The caller says freely what they need. The assistant places it in your categories without asking clarifying questions indefinitely.
  2. 02 Check whether it is urgent Lost card, suspected fraud, blocked account. Those words short-circuit the rest of the flow and transfer at once.
  3. 03 Answer only from what is public A knowledge base query. When no suitable passage is found, the call receives the knowledge-insufficient event and the assistant hands over rather than improvising.
  4. 04 Gather what the operator would ask anyway The reason, the product, the city, the availability. Not identifying details and not account numbers.
  5. 05 Transfer with context To the right queue, with the call summary carried across, so the caller does not repeat everything from the start.
§03 The written trail

What is left after the call

In a financial institution the written trail is subject to requirements you set. The product produces it; where it lives and for how long is your choice.

What is left after the call
The routing outcome The intent recognised and the queue it transferred to, as structured output.
The product lead The contact and the interest in the CRM, with no eligibility assessment attached.
In the calendar The adviser appointment, if that is where the call ended.
The recording and transcript In your own storage, if you configure it that way, with the retention period you set.
§04 Limits

What it does not do for a financial institution

This is the most restrictive list on the site, and it is written before any commercial conversation rather than after one.

  • It does not authenticate the caller There is no strong customer authentication in the product. It does not verify identity to the standard account operations require, and it should not be used as though it did.
  • It performs no operations It moves no money, blocks no cards, changes no limits and confirms no transactions.
  • It states no balances and reads no transactions It does not disclose account data over a channel that does not identify the person.
  • It does not assess eligibility It does not say whether somebody qualifies for a loan, does not estimate a repayment and does no scoring.
  • It is certified for nothing We hold no financial certifications, have not been through a banking client audit, and do not claim otherwise. The security page states exactly what exists and what does not.
§05 Questions

What financial institutions ask us

Can it identify the customer from their phone number?

It can look a contact up by number, but that is not identification and must not be treated as such. A phone number is lost, lent and spoofed. For anything that depends on who the person is, the product transfers to an operator.

What do we gain if it ends up at an operator anyway?

Correct routing first time, and context gathered before the transfer. A call that reaches the right queue with the reason already noted is shorter for the operator and less frustrating for the customer. That is not nothing, but it is also not the full automation others promise.

Can it run inside our own infrastructure?

Recordings and transcripts can be written straight into your storage. The rest depends on a real architecture conversation, and the security page describes what is implemented today. We do not promise an install in your data centre without having done one.

Are you compliant with outsourcing requirements?

We have not been through that process with any institution. It is an uncomfortable answer, but it is the only one that can be verified, and a claim to the contrary would collapse at the compliance department first question.

Notes

  1. 1 The tools named on this page are the ones in App\Services\Integrations\ConnectorRegistry carrying implemented. Anything that is only in the catalogue, without that flag, is not named here as though it worked.
  2. 2 There is no strong caller-authentication mechanism anywhere in the product. Transfer to an operator uses the transfer modes in App\Enums\TransferMode, and the context carried across is configured on the route.