Edge AI that Fits, Ships, and Scales
for
Smart Home Devices
Personal Wearables
Audio Equipments
Security Solutions
Enterprise Agents
Automotive Systems
Smart Toys/Gadgets
Healthcare Devices
Smart Factories
Smart Home Devices
Efficient and production-grade audio, vision, time-series, and language models
running on millions of devices and systems worldwide.
Robust and efficient intelligence across every modality and diverse applications
Edge AI that Fits, Ships, and Scales
for
Smart Home Devices
Personal Wearables
Audio Equipments
Security Solutions
Enterprise Agents
Automotive Systems
Smart Toys/Gadgets
Healthcare Devices
Smart Factories
Smart Home Devices
Efficient and production-grade audio, vision, time-series, and language models
running on millions of devices and systems worldwide.
Robust and efficient intelligence across every modality and diverse applications
Edge AI that Fits, Ships, and Scales
for
Smart Home Devices
Personal Wearables
Audio Equipments
Security Solutions
Enterprise Agents
Automotive Systems
Smart Toys/Gadgets
Healthcare Devices
Smart Factories
Smart Home Devices
Aizip builds audio, vision, time-series, and language models
running on millions of devices worldwide.
Robust and efficient intelligence across every modality and diverse applications
Edge AI that Fits, Ships, and Scales for
Smart Home Devices
Personal Wearables
Audio Equipments
Security Solutions
Enterprise Agents
Automotive Systems
Smart Toys/Gadgets
Healthcare Devices
Smart Factories
Smart Home Devices
Aizip builds audio, vision, time-series, and language models running on millions of devices worldwide.
Robust and efficient intelligence across every modality and diverse applications
Robust and efficient intelligence across every modality and diverse applications
Robust and efficient intelligence across every modality and diverse applications
Our Models
Our Models
Audio
Hear with clarity
Voice recognition, audio enhancement and more across smart speakers, hearing aids, and industrial systems.
Audio
Hear with clarity
Voice recognition, audio enhancement and more across smart speakers, hearing aids, and industrial systems.
Audio
Hear with clarity
Voice recognition, audio enhancement and more across smart speakers, hearing aids, and industrial systems.
Audio
Hear with precision
Voice recognition, audio enhancement and more across smart speakers, hearing aids, and industrial systems.
Vision
See what matters
Real-world image processing and analysis across consumer devices, security systems, and industrial applications.
Time-Series
Predict with confidence
Sensor data analysis powering applications from health tracking to predictive maintenance.
Language
Think on the edge
RAG and agentic systems running locally with your proprietary data—private by design and no more API costs.
We own the full stacks to build, customize, and deploy Edge AI
We design proprietary neural network architectures engineered specifically for resource-constrained edge devices. Our models deliver performance that matches models ten times larger while running efficiently on minimal hardware.
001 Model Architectures
002 Data Preparation
003 Task/Domain Optimization
004 Device Deployment
005 Multi-Model Orchestration
006 Continuous Evolution
We own the full stacks to build, customize, and deploy Edge AI
We design proprietary neural network architectures engineered specifically for resource-constrained edge devices. Our models deliver performance that matches models ten times larger while running efficiently on minimal hardware.
001 Model Architectures
002 Data Preparation
003 Task/Domain Optimization
004 Device Deployment
005 Multi-Model Orchestration
006 Continuous Evolution
We own the full stacks to build, customize, and deploy Edge AI
We own the full stacks to build, customize, and deploy Edge AI
We own the full stacks to build, customize, and deploy Edge AI
001 Model Architectures
001 Model Architectures
001 Model Architectures
We design proprietary neural network architectures engineered specifically for resource-constrained edge devices. Our models deliver performance that matches models ten times larger while running efficiently on minimal hardware.
We design neural networks specifically for edge devices, delivering performance that matches models ten times larger while running efficiently on minimal hardware.
002 Data Preparation
002 Data Preparation
002 Data Preparation
We combine proprietary real-world data with high-quality synthetic data generated through our pipelines. The datasets will scale and power capable, robust models for your specific domain and application.
We use foundation models to annotate proprietary real-world data and generate high-quality synthetic data.The datasets will scale and power capable, robust models for your specific domain and application.
We combine real-world data with high-quality synthetic data to build robust, domain-specific models that scale.
003 Task/Domain Optimalization
003 Task/Domain Optimalization
003 Task/Domain Optimalization
We contextualize models to your application and domain. Aizipline enables rapid fine-tuning in days or weeks, minimizing costs for human labeling, ML infrastructure, and model development.
We fine-tunes models to your domain in days or weeks, cutting costs for labeling, infrastructure, and development.
004 Model Architectures
004 Device Deployment
004 Device Deployment
We design proprietary neural network architectures engineered specifically for resource-constrained edge devices. Our models deliver performance that matches models ten times larger while running efficiently on minimal hardware.
We work with leading silicon and platform partners to optimize deployment across microcontrollers, edge processors, and devices with CPU, GPU, or NPU acceleration.
We work with leading silicon and platform partners to optimize deployment across MCUs, edge processors, and devices with CPU, GPU, or NPU acceleration.
005 Heading
005 Multi-Model Orchestration
005 Multi-Model Orchestration
We combine proprietary real-world data with high-quality synthetic data generated through our pipelines. The datasets will scale and power capable, robust models for your specific domain and application.
Production-grade AI isn't a single model. It's multiple specialized models working together across modalities and tasks. We own the complete stack to integrate everything into cohesive systems that ship.
Production AI isn't a single model — it's specialized models working together. We own the full stack to integrate them into systems that ship.
006 Heading
006 Continuous Evolution
006 Continuous Evolution
We combine proprietary real-world data with high-quality synthetic data generated through our pipelines. The datasets will scale and power capable, robust models for your specific domain and application.
Real-world feedback drives continuous model improvements. We iterate quickly as conditions change and new data emerges, keeping your deployment current.
Real-world feedback drives continuous improvement. We iterate as conditions change, keeping your deployment current.
Proven at scale, validated in production
Our models and software are powering consumer electronics, wearables, IoT devices, industrial and enterprise applications worldwide.
- 2M+Models shipped monthly
- 100+Partners and customers
- 30+Production-grade solutions
Proven at scale, validated in production
Our models and software are powering consumer electronics, wearables,
IoT devices, industrial and enterprise applications worldwide.
- 2M+Models shipped monthly
- 100+Partners and customers
- 30+Production-grade solutions
Proven at scale, validated in production
Our models and software are powering consumer electronics, wearables, IoT devices, industrial and enterprise applications worldwide.
- 2M+Models shipped monthly
- 100+Partners and customers
- 30+Production-grade solutions
Proven at scale, validated in production.
- 2M+Models shipped monthly
- 100+Partners and customers
- 30+Production-grade solutions
Intelligence built for the real world
Intelligence built for the real world.
We enable production-grade and capable AI across industries
where performance, reliability, efficiency, and privacy matter most.
Solutions where performance, efficiency, and privacy matter — and cloud isn't the answer.
