L&D could not sit in on every practice call. We built the AI customer that does.
Reps only improved when a manager was free to listen. Neuramonks delivered an AI sales roleplay agent for enterprise teams that plays the customer, scores the rep live, and sends the result to a supervisor.
Delivered for the L&D team
- 50%
- Less training effort
- 30%
- Higher sales readiness
- Real-time
- Scored while talking
- Human
- Supervisor-verified results
Delivered for the L&D team
- 50%
- Less training effort
- 30%
- Higher sales readiness
- Real-time
- Scored while talking
- Human
- Supervisor-verified results
The Client's Problem
Coaching that Only Happened When a Manager Was Free.
- Practice limited to manager availability
- An AI customer available on demand
- Feedback days later, from memory
- Scored in real time, during the conversation
- Scores nobody could audit
- Every result signed off by a supervisor
What We Delivered
Six Pieces of Work, One Training Loop.
- 01 · Conversational AI
- Real-time voice customer
- Voice AI for sales training holds a live conversation as the buyer.
- 02 · Applied AII
- Live evaluation engine
- An automated sales performance evaluation system scores the rep live.
- 03 · L&D Design
- Scenario and persona library
- Objections and 12 buyer personas the sales team actually faces.
- 04 · Product Engineering
- Supervisor review console
- Supervisors verify or adjust every generated result.
- 05 · Analytics
- Readiness reporting
- Skill gaps surfaced across 8 scoring dimensions, per rep and team.
- 06 · Platform Engineering
- Low-latency voice pipeline
- Speech in and out in about 160 milliseconds, close to a real call.
- Across all six · Training data
- Encrypted end to end
- Call recordings and scorecards encrypted in transit and at rest.
- Access-controlled by role
- Reps see their own results, supervisors see their team.
- On-prem capable
- Deployable on-premises or air-gapped where policy requires it.
Coaching Capped by Manager Hours?
We scope which pieces your build actually needs, in 30 minutes.
The Result
Practice on Demand, Scored Live, Signed off by a Human.
This automated sales performance evaluation system removes the scheduling constraint and the feedback lag at once. A rep practises 24/7, sees the score as the call ends, and a supervisor confirms it before it counts.
50%
Less training effort, with sales readiness up 30% once practice stopped waiting on a manager's calendar.
How The Engagement Ran
Four Phases: Persona to Production.
- Phase 1
- Discovery
- Coaching workflow and scoring criteria captured with L&D.
- Phase 2
- Voice agent
- Buyer personas and real-time conversation built.
- Phase 3
- Evaluation engine
- Live scoring tuned against supervisor judgements.
- Phase 4
- Console and rollout
- Review console released, then reporting across teams.
- Real-time voice
- LLM
- Speech-to-text
- Text-to-speech
- Evaluation scoring
- Role-based access
Why Neuramonks
Why does the L&D Team Chooses Neuramonks?
- Outcome-driven delivery
- Sales rep readiness targets set before code started.
- Agentic systems in production
- Agents that own a whole process, not one task.
- Human in the loop by design
- Supervisor verification built in, not bolted on.
- Deployable on your terms
- On-premises or air-gapped where policy requires it.
Common Questions
What do Teams ask about this Build?
How does an AI roleplay agent for sales teams work?
A rep holds a live voice conversation with an AI playing a buyer persona, while an automated sales performance evaluation system scores the exchange as it happens.
Does a human still review the results?
Yes. Every evaluation goes to a supervisor who verifies or adjusts it before it counts toward a rep's readiness score.
What did the engagement include?
The voice agent, live evaluation engine, a library of 12 buyer personas, supervisor review console, readiness reporting across 8 scored dimensions and the low-latency voice pipeline.
How do you measure sales rep readiness with AI?
Each call is scored across 8 dimensions, then rolled into a readiness score a supervisor confirms before it counts.
How does voice AI for sales training help an L&D team?
Practice stops depending on manager availability, so coaching scales across the team while supervisors keep control of what counts.
