Train 10,000 Operators Without Stopping Operations

AI-powered simulations for call centre, BPO, and multi-vertical contact centre operations (telecoms, banking, insurance, automotive). Cut ramp-up time by up to 60%, move beyond clunky scripted simulators, and scale training across shifts without pulling operators off the floor. Native SSO + LMS integration, mandatory at 10,000+ operator scale.

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60%

Reduction in ramp-up time

10K+

Concurrent operators on the platform

24/7

Training available across shifts

100%

Sessions documented and scored

50+

Engagement badges

30+

Languages supported

Real challenges

What blocks training today

What we hear from training leaders in real conversations. No fluff.

10,000-operator operations do not fit in a training room

Most enterprise contact centre operations today, especially in telecoms, run more than 10,000 operators distributed across call centre, retail stores, and field technical teams (repair, installation). Classroom training does not scale to that size, and the empty-seat cost during capability cycles is prohibitive. The solution is to train in 5 to 15-minute micro-sessions through Roleplays, integrated with the corporate LMS via SSO, without removing operators from production.

Clunky scripted simulators frustrate the 18-to-35 generation

The dominant operator profile in contact centres today is young, between 18 and 35, with very low tolerance for the "scripted simulators" that fill the market, static screens with rote scripts and linear flow. They want realistic, conversational practice that prepares them for what they will face in the headset. Roleplays delivers exactly that: voice simulation with generative AI that improvises, pushes back, loses patience, just like a real customer.

BPOs serve multiple verticals, and each account demands its own content

Contact centre BPO companies typically serve 5 to 20 accounts simultaneously (telecoms, banks, insurance, automotive, retail, utilities). Each account demands its own scripts, compliance rules, customer persona, metrics. Keeping training content updated across all accounts is the daily pain of the Organisational Human Development (DHO) area. Roleplays lets you separate templates per client-account, with a dedicated media library per vertical, and reports filtered by end client.

DHO must serve apprentices, interns, and leadership from the same menu

The DHO area of large operations must serve very different profiles: Young Apprentice programmes with initial training, interns rotating across areas, full operators in continuous capability, coordinators in leadership development. Each profile needs its own track. Roleplays offers differentiated Permission Sets, profile-based track assignment, and per-programme evolution reports, serving all these audiences on the same platform.

Culture and brand tone are not trained, they are "learned in the headset"

Contact centre operators must master not only product and process, but the tone of the brand they represent: how a premium telecoms carrier addresses the customer versus a young fintech; how an institutional insurer versus a digital bank. Today, this cultural learning happens "in the headset", in contact with the real customer, with costly mistakes. In Roleplays, brand tone is parametrised in the scenario system prompt, and the AI evaluates every interaction against that specific tone.

30% to 45% annual turnover costs £4,000 per operator

According to QATC (Quality Assurance & Training Connection) research, call centres face annual turnover of 30% to 45%. With an average cost of £3,000 to £5,000 per replacement (recruitment, training, and lost productivity), a 1,000-operator operation can lose more than £1.5 million per year on turnover alone.

In-person training costs £30 to £60 per operator per day of stopped operation

Each day of classroom training is an empty seat. For operations with strict SLAs, pulling 20 operators off the floor per day means hundreds of unanswered calls and a drop in service level. In peak periods like Black Friday or retention campaigns, the cost is even more critical.

Script adherence drops 23% after the first month

Quality monitoring studies show that operators follow protocols strictly in the first weeks, but adherence drops progressively without continuous reinforcement. Mandatory disclosures are skipped, standard greetings are ignored, and PCI procedures are simplified, generating regulatory risk and complaints.

Quality monitoring covers only 1% to 3% of interactions

Most operations evaluate between 1% and 3% of calls by sampling. That means 97% of interactions are not evaluated. Systemic problems, like errors in collections scripts or empathy failures in retention, only get identified after they have already generated complaints, churn, or regulatory penalties.

Retention scenarios demand practice that PowerPoint cannot offer

Handling a cancellation threat demands emotional intelligence, active listening, and real-time negotiation capacity. Research indicates that operators trained with practical simulation have a 35% higher retention rate than those trained only with theoretical material. The difference between retaining and losing a customer is in the practice, not in the reading.

Night and weekend shifts get 70% less training

Alternative shift operators handle the same complex scenarios (collections, cancellation, technical support), but with a fraction of the preparation. Trainers are rarely available outside business hours. Result: CSAT 12 to 18 points lower on night shifts, according to industry benchmarks.

How Roleplays solves it

For every pain, a concrete answer

Segment-specific features mapped to each pain point above.

Native SSO + LMS integration for 10,000+ operator operations

At scales above 10,000 operators, integration with the corporate LMS via SSO is mandatory, not optional. Roleplays offers SSO via SAML 2.0 / OIDC compatible with Microsoft Azure, Okta, Google Workspace, and native integration with Moodle, SAP SuccessFactors, Cornerstone, and proprietary LMS via SCORM/xAPI. Scores and completions sync automatically. Operators log into the LMS, click the course, are redirected to Roleplays with no re-authentication.

Multi-vertical tracks per client-account (ideal for BPOs)

BPO companies can maintain separate tracks per client-account: telecoms, bank, insurance, automotive, each with its own templates, personas, compliance rules, and media library. Permission Sets control who sees what. Reports filtered by end client, exportable to PDF with BPO or client white-label, depending on contract terms.

Multi-channel scenarios: call, retail store, field technical

Telecoms operations do not live only on the phone. Retail stores serve customers in person, technical teams do repair and installation in the field. Roleplays supports scenarios across these channels: voice simulation for call centre, chat simulation for app/WhatsApp service, and voice simulation for technical field visits (video simulation is on the roadmap).

Culture and brand-tone training per scenario

Each BPO account or each brand within a group (premium bank vs. digital bank, institutional telecoms vs. millennial carrier) has its own communication tone. Roleplays lets you configure brand tone in the template system prompt, and the AI evaluates every interaction against that tone: formal vs. casual, technical vs. accessible, empathetic vs. direct. Operators learn culture before the headset.

Angry customer simulation with difficulty levels

AI personas with configurable frustration levels, from mildly dissatisfied to highly aggressive. The operator practises de-escalation, empathy, and emotional control in a safe environment, with no risk to real customers. Ideal for preparing retention, customer service, and ombudsman teams.

Automatic script adherence and compliance scoring

The AI evaluates in real time whether the operator covered mandatory disclosures, greeting protocols, compliance phrases, and regulatory procedures. Detailed reports show exactly where each operator deviates, enabling targeted coaching instead of generic feedback.

Pre-built PCI DSS and data-protection scenarios

Ready-to-use scenarios for payment handling, data masking, secure authentication, and personal data processing. Operators learn in practice to protect card data and sensitive information, reducing the risk of breaches that can trigger fines up to 4% of global turnover (UK GDPR) or 2% of revenue (LGPD).

Retention, upsell, and collections training

Simulate cancellation calls, upgrade opportunities, cross-sell moments, and debt negotiation. Develop the skills that directly impact revenue and churn reduction. Each scenario can be customised with your products, plans, and policies.

Real-time voice simulation

AI conversations in phone-call quality using real-time voice infrastructure. Natural speech, real-time responses, interruptions, and variable emotional tone, faithfully reproducing the real-call experience. Operators train their ear and their timing, not just script reading.

24/7 access compatible with all shifts

Operators train on their own schedule (between calls, during low-volume periods, before the shift or during breaks). No classroom, no schedule coordination, no trainer required. Each session takes 5 to 15 minutes.

Media library for real-call analysis

Upload real call recordings to the Media Library. The AI transcribes, evaluates script adherence, identifies behaviour patterns, best practices, and coaching opportunities. Turn your existing call data into actionable insights for the whole team.

Gamification with 50+ badges and team leaderboards

Gamified competitions between teams, shifts, and units. More than 50 achievement badges, 8 progression levels, and real-time leaderboards. TalentLMS research indicates 89% of employees feel more engaged with gamified training, turning obligation into healthy competition.

Multi-language support for global operations

Simulations available in more than 30 languages, ideal for contact centres serving international markets or bilingual teams. Operators can practise in English, Portuguese, Spanish, and other languages without needing native trainers for each language.

Video roleplay for video-call service (coming soon)

On our roadmap, beyond the voice and text available today: video simulations for contact centres serving via video call (premium service, visual technical support, retail stores with video assistance). Operators will practise body language, facial expressions, and visual presentation. It is not available yet; plan availability lives on the pricing page.

Dashboards and analytics for operations managers

Real-time panels with performance metrics per operator, team, shift, and scenario. Identify skill gaps, track evolution over time, and generate reports for quality audits. Integrate training data with your operational KPIs of AHT, FCR, and CSAT.

See a real session

One conversation.
One rubric.

An example roleplay in this context. Each turn is scored against your tenant competency framework.

Scenario

3-year customer calling to cancel her 500 Mbps broadband internet plan (R$ 149.90/month) due to four connection drops in the past month, one of which caused professional damage. The operator must show genuine empathy, acknowledge the failures, investigate the cause, and offer a concrete retention solution without sounding robotic.

Rubric criteria

Genuine empathy and active listeningAdherence to retention scriptRetention technique with value offerConcrete personalised solutionProgressive emotional de-escalationCompetition objection handlingBrand tone adherence

Maria Oliveira

Frustrated customer, internet plan cancellation request

in session

Look, I have already called here three times this month because of internet drops and nobody solves anything. I have been a customer for three years, I pay R$ 149 on time every month, and the quality only gets worse. This is the fourth drop and I want to cancel everything. I do not want to hear excuses, I want the cancellation.

Mrs. Maria, thank you very much for calling and I completely understand your frustration. Four drops in a single month for a loyal customer of three years like you is unacceptable, and I sincerely apologise for all this trouble. Before anything else, I want you to know I will handle your case personally. May I check the technical history of your area to understand what is causing these interruptions?

Check history? They already did that last time and nothing changed. Look, I work from home as a consultant and last week I lost a video call with a client because of the drop. That cost me a contract of almost R$ 8,000. So it is not just internet, it is my work being affected. The competition is offering the same plan for R$ 99 with free installation.

Mrs. Maria, that is very serious. Losing an R$ 8,000 contract due to our failure is a real loss and I understand why you are so frustrated. I checked here and I can see there was scheduled maintenance in your area that caused instability, and it was completed the day before yesterday. With that said, I want to propose something concrete: in addition to ensuring connection stability now, I can offer an upgrade to the 700 Mbps plan with a dedicated backup link, keeping the current R$ 149.90 price for 12 months, plus a R$ 200 credit on the next invoice for the trouble. What do you think?

Hmm... dedicated backup link, does that mean if it drops again I have a second connection? And that R$ 200 credit actually shows up on the next invoice? Because I have heard plenty of promises here. Explain to me better how this backup works.

Type your reply...

Compliance & framework

Evidence that survives audit

Every session generates exportable evidence with timestamps and per-criterion scores. Audit ready.

PCI DSS

Payment card data security training, with operators learning to never read back full card numbers or store sensitive data.

Ofcom & ANATEL

UK and Brazilian telecommunications regulation compliance for contact centre operations and customer rights.

UK GDPR & LGPD

Data protection training with proper handling of customer personal data during service interactions, aligned with the ICO and ANPD.

COPC

Customer Operations Performance Centre standards for service quality and operational excellence.

FAQ

Frequently asked questions

Questions that come up in almost every first conversation.

How does Roleplays integrate with our corporate LMS via SSO?

Native integration via SAML 2.0 or OIDC, compatible with Microsoft Azure AD, Okta, Google Workspace, and generic SAML providers. Scores and completions sync automatically with Moodle, SAP SuccessFactors, Cornerstone, and proprietary LMS via SCORM 1.2/2004 and xAPI (Tin Can). Operators log into the LMS, click the course, are redirected to Roleplays with no re-authentication. At 10,000+ operator scale, this integration is what makes the rollout viable.

Can operators train between calls during downtime?

Yes. Simulations are available 24/7 and can be completed in 5 to 15 minutes. Operators can practise between calls, during low-volume periods, or before the shift starts, with no classroom or schedule coordination needed. Studies show that microlearning in short sessions has 20% higher retention than long-block training.

How does it work for BPOs serving multiple verticals (bank, telecoms, insurance, automotive)?

For BPO companies, Roleplays lets you separate templates, personas, and media libraries per client-account. Each vertical (bank, telecoms, insurance, automotive) has its own track, compliance rules, brand tone, and assigned operators. Reports can be filtered by end client and exported with BPO or client white-label, depending on the contract. Ideal for BPOs that need to demonstrate training evidence for each account in the portfolio.

Is Roleplays different from the scripted simulators on the market?

Yes, completely. Classic scripted simulators are static screens with linear flows and rote scripts, frustrating for the 18-to-35 generation that dominates contact centres today. Roleplays is conversational simulation with generative AI: the customer improvises, pushes back, loses patience, changes subject, exactly like a real call. The operator develops conversational reflexes, not screen memorisation.

How does it work for operations of 10,000+ operators?

Roleplays was built for enterprise scale. Multi-company architecture with database-per-client isolation ensures performance even with thousands of concurrent users. Assign scenarios by team, shift, skill level, or unit. Track progress across the entire operation from consolidated dashboards with granular filters. LMS integration via SSO is mandatory at this scale, and we deliver it natively.

Can we serve Apprentices, interns, full operators, and leadership on the same platform?

Yes. The DHO area of large operations needs to serve very different profiles. Roleplays offers differentiated Permission Sets, profile-assignable tracks (Apprentice initial training, intern rotation, full-operator continuous capability, leadership development), and per-programme evolution reports. All on the same platform, with the right visibility for each coordinator.

Do you train culture and brand tone, or only script and compliance?

Culture and brand tone are explicitly trained. Brand tone is configured in the system prompt of each template (formal vs. casual, technical vs. accessible, empathetic vs. direct, premium vs. young fintech), and the AI evaluates every interaction against that specific tone. Operators learn to represent the brand before going on the headset, avoiding the costly "live" learning with the real customer.

How do you cover multi-channel scenarios (call centre, retail store, field technical)?

Telecoms and utility operations rarely live only on the phone. Roleplays supports scenarios across the main channels: voice simulation for call centre, chat simulation for WhatsApp or app service, and voice simulation for technical repair or installation field visits (video simulation is on the roadmap). Field service teams (installation, repair, activation technicians) train customer approach using the same templates as the call centre.

Can we upload real calls for analysis?

Yes. The Media Library accepts audio recordings of real calls. The AI transcribes, evaluates script adherence, identifies patterns, and generates coaching insights, turning your existing call data into training material. You can use the best calls as examples and the worst as improvement opportunities.

Does voice simulation sound like a real call?

Yes. Roleplays uses real-time voice infrastructure to deliver natural speech with realistic timing, interruptions, hesitations, and variable emotional tone. Operators report they cannot tell the difference from a real caller. The simulation even reproduces background noise and typical phone-line quality for maximum realism.

How do you handle PCI DSS compliance training?

We have pre-built PCI DSS scenarios where the AI customer provides card numbers, CVV, and sensitive data. Operators must follow proper data handling and masking procedures. Evaluation flags any PCI violation in real time and generates compliance reports for audits.

What is the typical implementation timeline for a large operation?

Typical implementation takes 2 to 4 weeks for large operations. In week 1, we configure the platform, integrate SSO with your LMS, and upload the first scenarios. In week 2, we train multipliers and managers. From week 3, operators are already practising. For custom scenarios with account-specific scripts (BPO case), we add 1 to 2 weeks for calibration with each quality team.

How does Roleplays integrate with our quality monitoring tools?

Roleplays offers a complete REST API and webhooks for integration with WFM (Workforce Management) platforms, CRM, and QA tools. Simulation performance data can be correlated with real AHT, FCR, and CSAT metrics to measure training impact on operations.

Does it work for inbound and outbound operations?

Yes, both. For inbound operations, we have scenarios for technical support, complaints, cancellation, collections, and customer service. For outbound, we cover telesales, active collections, satisfaction surveys, and preventive retention. Each scenario can be configured with your operation products, scripts, and business rules.

How to measure simulation training ROI?

Roleplays provides dashboards with pre- and post-training metrics. Compare new operator ramp-up time, customer retention rate, script adherence, and CSAT before and after rollout. Customers typically report 40% to 60% reduction in ramp-up time and 15% to 25% improvement in quality metrics in the first 90 days.

Back to overview

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