Conversation Ownership Engine (COE)

The World's First Personalized AICabin Platform

The first AI platform that understands who is speaking, where they are seated, and delivers personalized responses to every occupant — one cabin, one AI, every voice heard on its own terms.

One Cabin
Multiple Occupants
Personalized Experiences
Conversation Locked to Driver
Conversation Ownership Engine
The Story

One Cabin. Every Voice. One Personalized AI.

Multiple occupants, different requests, one intelligent system — here's the problem with today's in-car assistants, and how the Conversation Ownership Engine solves it.

01 Vision
02 The Problem
03 The Solution
01 — The Vision

Personalized AI for Every Occupant

The first AI platform that understands who is speaking, where they are seated, and delivers personalized responses to every occupant — powered by the Conversation Ownership Engine (COE).

Personalized AI

Knows every occupant, their preferences, and delivers responses made just for them.

Context Aware

Maintains conversation context across turns, sessions and devices seamlessly.

Multi-Zone AI

Independent conversations and responses for every seat with advanced audio separation.

Agentic AI

Takes action, automates tasks, and collaborates across apps and vehicle systems.

One Cabin

One intelligent system for the entire vehicle.

Multiple Occupants

Understands who is speaking and where they are seated.

Personalized Experiences

Delivers the right response to the right person, every time.

02 — Today's Problem with Conversation AI

One Person Talks. Everyone Gets the Wrong Answer.

One person talks to the assistant. Others talk to each other. The assistant gets confused and loses context.

Confused

Cannot understand who is asking what.

Mixed Context

Combines multiple conversations into one response.

Wrong Responses

Responds with irrelevant or incorrect information to the wrong person.

Consequences
  • User frustration
  • Loss of trust
  • Low adoption
  • Missed opportunity for OEMs
Result: poor user experience, frustration, and low trust. Today's assistants are not built for real-world, multi-party conversations in vehicles.
03 — The Solution

Personalized Conversational Intelligence

The Conversation Ownership Engine (COE) ensures the right person drives the conversation. Keeps context. Stays consistent.

1. Assignment

Detects who is speaking and assigns ownership.

2. Lock

Locks onto the active user and maintains the context.

3. Transfer

Seamlessly transfers ownership when a new user takes over.

4. Timeout

Times out inactive users to avoid false ownership.

5. Context Routing

Routes queries to the right AI agent with full conversation context.

Right person drives the conversation
Context stays locked and consistent
Background talk doesn't interrupt the assistant

Personalized Multi-Zone Orchestration

COE detects each occupant and delivers personalized AI responses to the right display, speaker zone, and personal device.

Seat Detection

Detects and associates each occupant with the correct seat.

Occupant ID

Identifies the occupant and loads their AI profile.

COE orchestration engine detecting each occupant, identifying their seat, and rendering a personalized experience
DETECTSpeaker
IDENTIFY SEATSeat Detection
OWNConversation
RENDERExperience

Response Routing

Routes responses to the correct display, speaker zone, or device.

Multi-Zone Rendering

Personalized content for every seating zone.

Right Person — Correct occupant
Right Response — Personalized AI
Right Seat — Correct zone
Right Device — Display, speaker or device
Everyday Personalization

Real-World Use Cases Enabled by COE

COE understands who speaks, owns the conversation, and delivers the right response, action and experience for every occupant.

Automotive

Intelligent voice, conversational AI, personalized audio, and immersive sound experiences for vehicles.

Soundbars

Spatial audio, voice enhancement, and immersive sound experiences for next-generation soundbars.

Smart Glasses

Voice AI and intelligent audio experiences designed for connected and wearable smart glasses.

Smart Speakers

Conversational intelligence, speech enhancement, and personalized audio for smart speaker platforms.

Robots

Intelligent voice interaction, speech understanding, and natural conversational experiences for robotic systems.

TWS & Earbuds

Personalized audio, voice intelligence, speech enhancement, and immersive listening experiences for wireless earbuds.

Technology Readiness

A Validated AI Platform, Ready for Tier-1 / OEM Evaluation

A validated AI platform in real vehicles, ready for Tier-1 / OEM evaluation.

Development Status

Production Prototype Ready

Real Vehicle Validated

Multi-Occupant AI

LLM Integration

OEM Evaluation Ready

Core Capabilities

Conversation Ownership

Multi-Occupant AI

Multi-Zone Rendering

Enterprise AI Actions

LLM Integration

Automotive Deployment

Ready for Deployment

Runs on GPU Platforms Today

Validated on high-performance GPU platforms.

Processor Agnostic

Designed for CPUs, GPUs and NPUs.

OS Agnostic

Portable across Linux, Android and RTOS.

SDK & API Ready

Built for fast and seamless integration.

Edge & Cloud AI

Supports local and hybrid AI deployments.

The Future of AI

The Future of AI is Multi-User

COE is the intelligence layer enabling the next generation of personalized Automotive and Enterprise AI experiences.

Personalized AI

  • Right Person
  • Right Context
  • Right Response

Production Ready

  • Automotive Validated
  • Enterprise Demonstrated
  • Tier-1 Evaluation Ready

One Platform

  • Automotive
  • Enterprise
  • Consumer Devices
COE — DEMONSTRATIONS

See COE in Action

Experience how Conversation Ownership Engine brings speaker-aware intelligence to real-world devices.

AUTOMOTIVE

Automotive COE Demo

See how COE identifies the active occupant, locks the conversation to the right user, and maintains context in a multi-person vehicle environment.

MOBILE

Mobile COE Demo

Experience speaker-aware conversational intelligence designed for mobile devices and personalized user interactions.

Build Smarter Audio Experiences.

Partner with AMI Technologies to create the Next Generation of Intelligent sound products.

Request Demo