Edge AI Development Services for Your Business
Edge AI development services move a trained model off the server and onto the phone or device where the data lives. Omeiro converts and quantizes models for ONNX Runtime, CoreML and TensorFlow Lite so inference runs locally, offline and in very few milliseconds.
How edge AI development works, step by step
A made-up example of one run, from start to finish. Each step is logged so you can see what happened.
- Something happens
A form, an email, a payment or a new row.
- The workflow runs
Steps you agreed, in the right order.
- Errors are caught
Failed steps retry or alert a person.
- You see what ran
A simple log of every run.
Sample Made-up names, data and steps to show how a run is logged. Your steps, tools and rules follow your business.
What you get with edge AI development
Zero cloud latency. ONNX Runtime, CoreML, and TensorFlow Lite deployment for on-device quantized model execution, offline privacy, and sub-10ms local inference.
Basic Package
1 model converted; quantized to TFLite/CoreML/ONNX. 5-day delivery, 1 round + 30-day fixes.
Standard Package
Model integrated into 1 mobile app, speed benchmarks. 14-day delivery, 1 round + 30-day fixes.
Premium Package
IOS; Android, up to 3 models, offline pipeline, 30 days support. 28-day delivery, 1 round + 60-day fixes.
Clear brief first
We confirm what you need before work starts, so the scope is clear on both sides.
Revisions listed
Each package shows its revision rounds. A round is one list of changes sent together.
Yours once paid
Copyright of the final work passes to you once the order is paid in full.
Third-party tools, API usage and hosting are billed to your own accounts, so the setup stays with your business.
How our edge AI development works
Assess the model
We check the architecture, size and the devices you must support.
Convert and quantize
The model is converted to the right runtime format and compressed with accuracy checks.
Integrate
The converted model is wired into your app, with an offline pipeline on Premium.
Benchmark
Speed tests on real hardware show latency before handover.
Why choose Omeiro for edge AI development
You send the model, and we hand back a smaller, faster build plus the integration and speed benchmarks that show it works.
In short
- Delivery in 5 to 28 days, by package.
- Fixed price, shown before you order.
- Mobile app teams that cannot send camera or audio data to the cloud.
- Products that must work with no signal.
- Copyright yours after full payment.
Edge AI Development: common questions
How much does edge AI development cost?
Prices are fixed and shown by package on our Edge AI Development pricing page, so you see the full price before you order. You can also ask for a custom quote.
How long does on-device machine learning development take?
Delivery depends on the package: Basic 5-day delivery; Standard 14-day delivery; Premium 28-day delivery.
What is included in the Basic Package?
The Basic Package includes: 1 model converted; quantized to TFLite/CoreML/ONNX. Higher packages add more scope, revisions and support.
Can I get a custom edge ML consulting package?
Yes. If none of the packages fits, use the custom package form on our pricing page to describe what you need, and our team sends you a fixed price.
Will quantizing hurt accuracy?
Compression can lower accuracy slightly, so conversions are checked against your model's results. We report what we see rather than assume.
Do you train the model for me?
No, the service starts with a model you already have and prepares it for devices.
Which formats can you target?
TensorFlow Lite, CoreML and ONNX are covered, depending on the platforms you ship to.
Does on-device inference help privacy?
Yes, because input data can stay on the device instead of travelling to a server.
Who owns the final work?
Copyright of the final work passes to you once the order is paid in full. Paid fonts, stock files or licences, if used, are licensed in your name.
Ready to start your edge AI development?
Compare the packages and pick the one that fits. Not sure which? Write to us and we will help you choose.