Converstation AI

The simulation layer for
conversational intelligence

To build the world's leading simulation infrastructure for training, evaluating, and improving conversational intelligence — in humans and AI systems alike.

"Conversation is the most complex thing humans do. We build the infrastructure to simulate it, study it, and improve it."

Our Products

Two platforms. One mission.

Each product targets a different dimension of conversational intelligence — clinical and general — built on a shared simulation foundation.

Clinical Simulation

CaseyMD

AI-powered patient simulations for healthcare graduate students — with immediate, evidence-based performance feedback across 5 clinical fields.

  • 6-stage clinical simulation workflow
  • AI patients with authentic disorder presentations
  • Structured prebrief and debrief
  • Domain-level scoring and feedback
  • Instructor tools, case bank, and analytics
Visit CaseyMD →

Conversational Research & Practice

V2VLab

Voice-to-voice conversational simulation for researchers, educators, and anyone who wants to practice high-stakes conversations — with real acoustic perturbation.

  • Multi-provider LLM agent builder
  • Real-time acoustic perturbation engine
  • Automated evaluation and benchmarking
  • Voice + text simulation modalities
  • Research-grade transcript and metrics export
Visit V2VLab →

Who It's For

Built for the full spectrum

From clinical educators to AI researchers to anyone who wants to practice a difficult conversation before it counts.

Education

Healthcare Educators

Assign simulated patient cases, track student progress, review session transcripts, and provide evidence-based feedback — at any scale.

CaseyMD

Research

Conversation Researchers

Design multi-agent dialogue experiments, apply acoustic perturbation, run automated evaluations, and export research-grade data.

V2VLab

Practice

Anyone Who Communicates

Practice job interviews, difficult conversations, language learning, sales calls, or any high-stakes interaction — in a safe, realistic simulation.

V2VLab

The Technology

Simulation infrastructure for conversation

Our platforms share a common simulation architecture — combining large language models, voice synthesis, acoustic perturbation, and automated evaluation into a unified conversational AI stack.

1

Agent-Based Conversational Dialogue

Multi-agent conversational systems with configurable roles, personas, and disorder profiles.

2

Acoustic Perturbation

Real-time voice distortion modeling communication breakdown — unique to V2VLab.

3

Automated Evaluation

NLP-based scoring, domain-level feedback, and benchmark comparison across sessions.

4

Evidence-Based Design

Built on peer-reviewed clinical and linguistic science — not generic chatbot frameworks.

Simulation Pipeline

User input — voice or text
LLM agent — contextual response generation
Acoustic perturbation — disorder modeling
STT — perceived content capture
Evaluation engine — NLP scoring + feedback

About

We simulate conversation

Converstation AI is an AI company building simulation infrastructure for conversational intelligence. We develop platforms that let people practice, study, and improve communication — in clinical settings, research environments, and everyday life.

Our products are grounded in the science of human communication — drawing on linguistics, speech-language pathology, cognitive science, and conversational AI research. We build tools that take conversation seriously as a domain worth simulating with precision and depth.

We believe simulation is the missing layer in how humans and AI systems learn to communicate better. Our mission is to build that layer — and make it available to educators, researchers, and anyone who wants to practice before it counts.

"Conversation shapes outcomes in healthcare, research, and life. We build the AI infrastructure to simulate it, study it, and improve it."

Get In Touch

Let's work together

We welcome inquiries from institutions, researchers, investors, and partners.

🏛️

Institutional Licensing

CaseyMD for your program or institution

🔬

Research Partnerships

Collaborate on conversational AI research

📈

Investor Inquiries

Learn about our roadmap and traction

✉️

General

admin@converstation.ai