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Module 5 of 6

Human handoff

Automate work. Keep people where they matter.

4 lessons · about 9 min · written by the PTS AI team from live deployments

Know where AI should stop

Forty dials in, nobody is sharp

2 min

The argument for automating first contact is not that a machine is smarter. It is that the machine's four hundredth call is identical to its first, and a person's is not.

Consistency is the actual product. A rep having a bad afternoon is a real cost that nobody measures and everybody has.

None of this claims the machine is better at talking to people. It claims these five jobs do not require being better at talking to people.

If the outcome depends on trust, a person takes it

2 min

There is a category of conversation where being efficient is the wrong goal, and putting an agent in front of it costs more than the labour it saves.

The same test as the first module: if it goes wrong, is the cost a wasted minute or a lost relationship? Relationships stay with people.

This is not a limitation of the technology and a better model will not fix it. It is a decision about what your company is.

Build the handoff

3 min

Six steps, and every arrow between them is a place where this breaks in a way the customer feels.

Intent detectedQualifiedContext capturedCRM updatedRoutedHuman enters informed

What has to be true at each arrow

Instrument every arrow separately. When the handoff fails you need to know which one, and a single end-to-end metric will not tell you.

The most common broken arrow is the last one, and it is not a technical failure. It is a person who did not know the queue existed.

Never make the customer repeat themselves

2 min

A customer who explains their situation to an agent and then explains it again to a person has had a worse experience than if you had never called. You spent money to annoy someone.

What the human has before they speak

This is a customer experience decision that happens to be built out of database fields. Judge it as the former.

The rep should open with a sentence that proves they already know. That single sentence is most of the value of the whole handoff, and it is free once the fields are right.

Rather not build it yourself?

We already run this across 28 finance branches.

Same system, installed and operated for you — calling, qualifying and handing leads to your team while you focus on closing.

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