Develop and Optimize AI
for any Edge Device
On-premise and Cloud Solutions for Edge AI Developers
Trusted by industry leaders and research partners
Develop Edge AI for any use case and any device
Compatible with leading frameworks and hardware platforms
Supported frameworks
Supported hardware platforms
Discover our
benchmark results
A selection of our optimization results across different model and hardware targets.
Our features for developing
efficient on-device AI
Tools that fits any team size and skill level
Embedl Hub
Web platform for optimizing and benchmarking on remote edge devices.
Quantization
Quantize your model for lower latency and memory usage.
Compilation
Compile model for execution on AI accelerators on your target devices.
Benchmark performance
Benchmark latency and memory usage on real devices in the cloud.
Experiment tracking
Analyze and visualize your experiments on the web.
Remote Premium Devices
Quantize your model for lower latency and memory usage.
Layer-wise PSNR
Compute and visualize PSNR for each layer output in the entire neural network.
On-device benchmarks
Explore performance metrics of popular deep learning models.
Community access
Be part of our Edge AI community and talk directly to our engineers.
Embedl SDK
Deploy faster, lighter deep learning models without losing accuracy.
Adaptive Quantization
Automatically adjust [model] precision layer by layer to reduce size and latency while preserving accuracy.
Latency-Constrained NAS
Automatically design and fine-tune architectures to meet strict latency targets with improved accuracy.
Hardware-Aware optimization
Tune precision and structure to match your target hardware for maximum performance and efficiency.
Transparent, Source-Available Toolkit
Work with a transparent, source-available SDK that gives you full flexibility and long-term control.
Visual Performance Insights
Inspect your models, track metrics, and compare optimization results directly inside the SDK.
Full On-Premise Control
Keep your models, data, and IP secure by running all optimizations within your own infrastructure.
Onboarding Workshops
Learn practical techniques for quantization, pruning, and hardware-aware optimization to get the most out of the SDK from day one.
Expert Support
Collaborate directly with our optimization experts to achieve best-in-class performance across hardware targets.
Target domains for scalable Edge AI deployments
Enabling embedded intelligence for any use case
Awards
Outstanding innovation honored by the Swedish Royal Academy.
One of Sweden's 33 most promising tech startups.
Excellence in high-performance and embedded computing.
Top 100 Startups in the Tech Arena Startup & Scaleup competition.
European leader driving industrial digital transformation
Global ranking of the top 100 most promising private AI startups worldwide.
Compiled notes from the team
Stay updated on Embedl’s latest insights and industry events.
