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AI roleplay training agents that prepare reps for hard calls.

Practice hard customer calls with a fictional customer, then get feedback against your rubric.

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Practice tough customer calls before the real ones

Learners practice with a customer your trainers scripted, then get feedback against your rubric.

The agent plays a fictional customer with the goal, mood and hidden facts your scenario sets, and stays in character until the learner ends the call.

Where AI roleplay training fits before a rep's first hard call

What is AI roleplay training?

AI roleplay training lets a rep practice a hard conversation out loud, with a voice agent playing a fictional customer. The goal, mood and hidden facts come from a scenario your trainers write, and feedback comes from your rubric after the call.

  • Get scenario
  • Get rubric
  • Save scorecard

What makes the best AI roleplay sales training?

Reps need a prospect who stalls, objects and hides facts until asked. Classroom roleplay gives each rep a turn or two with the room watching. Here a rep can repeat the same pricing objection alone, with feedback against your sales rubric.

Okay, I'm ending the call there.

get_training_rubric4 behaviors

Stepping out of the scenario. You asked a clarifying question before promising a fix. That's the behavior we're practicing.

How does AI coaching roleplay for corporate training work?

The agent reveals facts only when asked, so a learner who skips the clarifying question never learns the second charge is a pending hold. A replay changes one fact, such as the charge's age, so a trainer sees whether the skill holds.

  • Double charge, try 15:22
  • Double charge, replay4:47
  • Cancel request, angry customer6:03

Can it score employees for reviews or hiring?

No. The agent never rates or ranks anyone, and scorecards are for practice and trainer review. It runs on practice data only and never touches real accounts, so a rep can get a call badly wrong with no consequence.

Asked before fixing

Did the learner ask at least one clarifying question before offering a fix?

Practice that doesn't wait for a trainer's calendar

Trainer time is the limit on most programs, so the best AI roleplay software for corporate training moves practice off the calendar. Here's what stays on it.

AI roleplay training for onboarding new hires

Sessions run in a browser or on a number you connect, so a new hire can try a scenario before a first shift without booking anyone.

Customers behave the way you wrote them

A prospect can stall on price and a billing caller can refuse to calm down. Goal, mood and hidden facts all come from your scenario.

Feedback points at your rubric

When the call ends, the agent names the moments your rubric cares about, like asking before promising a fix.

Replays test the skill and not the memory

Change one fact and run it again. A rep who memorized the first version has to adapt.

Coaching starts from a scorecard

Each finished run saves a scorecard for review, so a trainer can go to the flagged moments without sitting through every call.

It won't score people for HR

Scorecards are for practice and trainer review. If you need a tool that rates employees for reviews or hiring, this isn't it.

A practice customer who sounds like a real one

Practice works when the rep forgets it's practice. Cartesia's speech models let the customer cut in, hold a position and wait out a silence.

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  • 24/7answers every call, at any hour

Reacts when the learner stalls

Silence, filler and talking over the customer all happen on real calls. The agent takes turns the way a caller would, so those habits show up.

Your scenario runs the call

Select an LLM and hand it the tools for this job, which get the scenario, get the rubric and save the scorecard.

A different customer each time

Pick voices from the library so Carmen with the double charge doesn't sound like the prospect in your next scenario.

AI roleplay beside a trainer or a recorded course

Most programs mix these, so the best AI roleplay for sales training adds repetitions. A good trainer still sees things it can't.

AI practice customerTrainer-led roleplayRecorded course
Practice when the rep wantsYes, any timeWhen a trainer is freeYes, with nobody to talk to
Reps speak out loudYes, one to oneYes, often with an audienceNo
Same scenario for everyoneYes, loaded from your scenarioVaries with who plays the customerYes
FeedbackAgainst your rubric, right after the callPersonal, and depends on the trainerUsually a quiz score
Coaching the person behind the callNo, that stays with your trainersYes, this is the trainer's strengthNo
How you pay$0.03 per minute plus LLM usageTrainer time and rep timeUsually per seat or per course

See which calls show the skill you're training

Every call is recorded and transcribed. See which practice calls show the behavior you're training, and which a trainer should replay.

Launch AI roleplay training in three steps

Start building

  1. Clone the practice customer

    Start from this agent in your account and write your first scenario, with the customer's goal, mood and hidden facts.

  2. Connect scenarios and scorecards

    Load scenarios and your rubric through tools you configure, and send scorecards to wherever your trainers review them.

  3. Have a trainer take the first call

    A trainer plays the learner, gets it wrong on purpose and checks that the feedback matches the rubric before reps start.

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Roleplay training FAQs

What is AI roleplay training?

AI roleplay training is practice with a voice agent that plays a fictional customer, then gives feedback against your rubric. Practice runs in a browser or on a phone number you connect.

Does it work for AI sales roleplay?

Yes. Write a sales scenario, and the agent plays the prospect with the goal, mood and hidden facts it sets and pushes back where the scenario says. After the call it gives feedback against your sales rubric.

Can AI roleplay training play different customers?

Yes. Each scenario sets the customer's goal, mood and what they reveal.

Can a learner practice the same call again?

Yes. The learner runs the same skill again with one fact changed, so the trainer sees whether it sticks.

How is AI roleplay training different from a call center QA tool?

QA tools review real calls after the fact. This lets learners practice before real calls, with a made-up customer. See AI customer support for live support calls.

Does AI roleplay training score employees for reviews or hiring?

No. Scorecards are for practice and trainer review, and the agent does not rate or rank learners.

Will AI roleplay practice calls touch real customer accounts?

No. The agent plays the practice scenario you load and saves only training notes.

How does a trainer see how a practice call went?

The agent saves a scorecard against your rubric after each call, and a trainer reviews it.

Is AI roleplay training worth it?

It's worth it when trainer time limits practice and you already know the behaviors you want. A rep can repeat a hard call as often as they need, and each run costs only its minutes. Trainers still review the scorecards and do the coaching. Try one scenario with one team and see whether the behavior shows up.

Does AI roleplay support channel sales training?

Yes, if you write the scenario for it. A partner rep can practice with a fictional reseller or end customer, using the objections and hidden facts your channel team sets. Feedback comes from the rubric you load, and practice runs in a browser or on a phone number you connect.

What are the best AI roleplay tools for corporate training?

The best AI roleplay tools for corporate training let your trainers write the scenario and the rubric, keep real customer data out of practice, and hold a spoken conversation that pushes back. Check that a replay can change one fact, and that trainers can review each session. You can try the sample practice call on this page first.

What are the best AI sales roleplay solutions for training?

The best AI sales roleplay solutions for training let you write the prospect yourself, including the objection, the mood and what they hide until asked. Look for feedback tied to your sales rubric and a replay that changes one fact. Test one with your hardest objection, and see if the prospect pushes back the way a real one does.

How much does AI roleplay training software cost?

Each practice run costs the minutes it takes. The agent is $0.03 per minute of call time, so a five-minute scenario is $0.15 in agent time. LLM usage is billed separately, and a Cartesia phone number adds $0.014 per minute, or nothing if you bring your own Twilio account or SIP trunk. The free plan includes $1 of agent calls a month, so you can test the agent before you pay. See pricing.

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