Demo
 

Develop AI for any Edge Application

On-premise and cloud solutions for Edge AI developers

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Trusted by industry leaders and research partners
 
 

The Embedl Physical AI Platform 

Streamlining the path from development workflows to hardware-ready deployments.

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Our features for developing efficient on-device AI

Tools that fits any team size and skill level.

SaaS ON-PREM

Embedl Hub

Secure MLOps platform for compliant edge AI workflows.

Get started

On-prem or SaaS

Integrated edge AI workflows behind one interface

Errors & Debugging

Compare model graphs and on-device latency

Device Farms

Verify and benchmark with on-prem and cloud device farms

Integrations

Safety, verification and compliance optimization

LLM VLM VLA

Embedl Models

Popular models made compatible and highly optimized for specific edge hardware. 

Explore models

Run-ready packages

Full code, kernels and recipes to run models on specific devices

Find the best model

Try out different models before fine-tuning and licensing

Save time, cost & power

Reduce time to market, unit costs and power consumption.

GenAI focus

The latest generative models for tomorrow's edge AI products

VISUALIZATION PROFILING

Embedl Studio

Standalone Edge AI model visualizer and profiling  app.

Learn more

Graph & problem analysis

Visualize the changes compilation introduces in each step

Performance analysis

Compare latency, quantization precision and operation type

Compare model versions

See how quantization and compiler settings affect the graph

One tool to rule them all

1 tool for visualizing multi-step compilation and benchmark data

CLI LIBRARY

Embedl Deploy

Edge AI conversion, compilation and quantization to easily get models running on hardware.

Learn more

  Simple setup & workflow

Simple compilation/quantization for various devices and toolchains.

Hardware-aware

Hardware-aware PyTorch ops with built-in compiler constraints.

Quantization

Predictable performance after quantization.

Faster time-to-market

Design for edge performance and compatibility from day one.

Target domains for scalable Edge AI deployments

Enabling embedded intelligence for any use case.

AUTONOMOUS ISO 26262 LOW LATENCY
Automotive
AUTOMOTIVE →
SECURE BY DESIGN AUDITABLE MISSION CRITICAL
 Defence
DefenSe →
REAL TIME AI VLA PRODUCTION SAFE
 Union (3)
Robotics →
 

Discover our benchmark results

A selection of our optimization results across different model and hardware targets.

 
Awards
 

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Outstanding innovation honored by the Swedish Royal Academy.

Vector

One of Sweden’s 33 most promising tech startups two years in a row.

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Global ranking of the top 100 most promising private AI startups worldwide. startups.

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Excellence in high-performance and embedded computing.

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Top 100 Startups in the Tech Arena Startup & Scaleup competition.

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European leader driving industrial digital transformation.

 

Compiled notes from the team 

Stay updated on Embedl’s latest insights and industry events. 

Get started with Embedl

Start developing and optimizing your edge AI models.