Physical AI

Building the Brain for Humanoid Robots

Human-like InteractionSpatial AwarenessIdentity AwarenessMultilingual Intelligence

AMI Technologies is developing an advanced Conversational Intelligence Platform that enables humanoid robots and intelligent machines to interact naturally with people, understand their environment, recognize individual speakers and deliver personalized responses.

Powered by our proprietary Conversation Ownership Engine (COE), our approach starts with Audio Intelligence and is designed to evolve into multimodal perception by integrating Vision and other sensory inputs.

One Intelligent Brain. Multiple People. Natural Human Interaction.

Explore Our Technology Watch the Demo

AMI Physical AI – Conversational Intelligence for Humanoid Robots

Beyond Voice Commands

Towards Human-Like Intelligence

Today’s robots can execute commands, but natural human interaction requires much more than speech recognition. A robot operating in a real-world environment must be able to:

Understand who is speaking
Distinguish between multiple people speaking simultaneously
Recognize the direction and spatial origin of voices
Understand conversations across multiple languages
Interpret vocal emotions and conversational context
Maintain personalized interactions with different people
Respond intelligently even when conversations overlap

AMI is building the intelligence layer that makes these interactions possible.

Technology

The Intelligence Behind Physical AI

Five capabilities that give a robot the ability to understand people, not just commands.

Speaker Identity Intelligence

Know who is speaking, not just what is being said.

Speaker identification and recognition
Individual voice profiles
Multi-speaker tracking
Identity-aware conversational responses
Personalized interaction with different individuals

Spatial Audio Intelligence

Understand where people are in relation to the robot.

Microphone-array-based spatial awareness
Direction-of-arrival estimation
Voice source localization
Multiple speaker detection
Spatially aware audio processing

The robot understands not only the conversation but where it is originating.

Multilingual Intelligence

Communicate naturally with people in their own languages.

Support for 22+ Indian languages and also total 99+ languages
Automatic speech recognition
Multilingual conversational understanding
Natural voice-based interaction
Context-aware responses

Emotion & Context Intelligence

Understand the human side of conversations.

Vocal emotion detection
Conversational intent recognition
Voice-based contextual understanding
Detection of conversational cues
More natural and context-sensitive responses

Multi-Person Conversational Intelligence

One robot. Multiple people. Intelligent responses.

Understand multiple speakers
Handle overlapping conversations
Maintain individual speaker identities
Associate conversations with the right individuals
Personalized responses in shared environments

Roadmap

From Audio Intelligence to Multimodal Perception

Our development roadmap is designed to expand beyond audio, enabling robots to perceive and understand the world through multiple sensory inputs.

Current Development

Phase 1 · Audio Intelligence

The foundation of our Physical AI platform.

Speaker identification
Multi-speaker separation
Spatial audio awareness
Multilingual speech recognition
Emotion and intent detection
Identity-aware conversational AI

Planned Evolution

Phase 2 · Vision Intelligence

Camera-based perception integrated with our audio intelligence.

Visual person detection
Face and person recognition, with appropriate consent
Visual tracking of people
Understanding gestures and human activities
Linking visual observations with speaker identities
Audio-visual scene understanding

Roadmap

Phase 3 · Multimodal Physical AI

Audio, vision and contextual intelligence in one platform.

Audio-visual speaker association
Human-aware environmental understanding
Context-aware decision-making
Personalized human-robot interaction
Conversational and interaction orchestration

Our vision is to create a unified intelligence layer that helps robots hear, see, understand and interact with humans naturally.

Applications

Designed for the Next Generation of Intelligent Machines

Our technology can enable a wide range of Physical AI applications.

Humanoid Robots

Natural, multilingual and multi-person human interaction.

Service Robots

Intelligent assistance in offices, hospitals, hotels and public spaces.

Industrial Robots

Human-aware interaction in collaborative work environments.

Companion Robots

Personalized and context-aware conversations.

Autonomous Machines

Intelligent voice interaction and environmental perception.

Conversation Ownership Engine

Powered by AMI’s COE

At the core of our Physical AI initiative is COE, our proprietary edge AI and conversational intelligence platform. It provides the intelligence layer between humans, sensory inputs and AI systems, and its architecture is designed to integrate with different hardware and compute platforms across diverse robotic systems.

Audio signal processing and source separation

Speaker identification and diarization

Spatial audio processing

Multilingual ASR

Emotion and intent recognition

Conversational AI and LLM integration

Edge AI execution and orchestration

Our Vision

Giving Machines the Ability to Understand People

We believe the next generation of robots will need more than mechanical capabilities and command-based interfaces. They will need to understand people, recognize individual identities, interpret human communication and interact naturally in shared environments.

AMI Technologies is building that intelligence, starting with Audio, expanding into Vision and evolving towards Multimodal Physical AI.

AMI Technologies – Building Intelligence for the Next Generation of Humanoid Robots.