All work

AI Roleplay Assistant

Insurance & Sales · AI Training / Simulation

Making sales practice repeatable with AI roleplay and coaching

The AI Roleplay Assistant is an ongoing Insurance & Sales simulation product designed to make sales practice available without requiring a human counterpart for every session.

Conversational AISales enablementSimulation

The starting point

Human sales roleplay depends on a partner being available.

What had to change

Teams needed repeatable practice across scenarios.

What couldn't break

Scenario context and consistency had to be maintained across a session.

Why this was hard

Roleplay requires stateful interaction rather than disconnected prompts.

What Datics changed

Datics built conversational AI for scenario-driven simulation with structured coaching support.

Scenario-driven sales simulation

Practice framed by a defined scenario.

Conversational roleplay

A stateful conversation rather than single prompts.

Repeatable practice sessions

Practice available without a human partner.

Coaching and feedback support

Structured feedback after the session.

Platform in action

Scenario Setup

Where the practice scenario is configured.

AI Roleplay Session

Where the simulated conversation happens.

Feedback & Coaching

Where the session is reviewed with the learner.

Engagement at a glance

Sales teams can practise conversations repeatably instead of waiting for a human partner.

Use case
Insurance and sales practice
Status
Ongoing AI product
Interaction
Scenario-driven conversational simulation

Under the hood

Datics role
Conversational AI product engineering.
Integrations
The product's own scenario and session data.
Deployment
Cloud-hosted product.
Production boundary
Training and simulation environment.

What this unlocked

A reusable simulation layer allows the product to expand into new sales situations and coaching workflows without requiring a human roleplay partner for every practice session.

Related work

Syla AI

Automotive & Dealerships · AI Sales & Conversational Commerce

Turning dealership conversations into qualified leads and appointments

Inventory-grounded AI conversations that connect directly to dealership lead, CRM and appointment workflows.

Conversational AIDealershipsCRM integration
Read case study

MIRA

Healthcare · Clinical Intake SaaS

Taking an intelligent intake prototype to a production multi-clinic SaaS

A working AI intake prototype evolved into a clinic-isolated, role-aware production SaaS.

HealthcareProduction AIMulti-tenant
Read case study

NeuroReef

Dental & Veterinary · Clinical Documentation AI

AI clinical documentation inside the dentist appointment workflow

Live transcription, patient context and AI-drafted clinical notes with dentist review and approval.

HealthcareClinical AIHuman-in-the-loop
Read case study

Have a product with the same kind of constraints?

Tell us what already exists and what you want it to do. We will tell you what it takes.

Book a 30-minute product review