Edge AI projects

Edge AI consultation with technical partners

YM Innovation helps customers turn Edge AI use cases into assessable hardware, component supply, and project plans. We coordinate requirements and semiconductor sourcing, and bring in technical partners for agreed design, development, integration, and testing work where needed.

Typical applications

  • Industrial vision inspection
  • Intelligent edge gateways
  • Embedded on-device inference

Who does what

YM Innovation

  • Clarifies your use case, requirements, and constraints
  • Coordinates component selection and supply
  • Organizes partner communication and follows the project

Technical partners

  • Carry out the architecture, hardware and software development, integration, and testing work agreed for them

We work with project-specific technical partners. Their roles and locations are disclosed during project scoping where appropriate. Before paid work begins, each party's role, deliverables, acceptance criteria, fees, contracting and invoicing entity, confidentiality, and IP terms are agreed in writing. YM does not present partner development work as its own.

Project stages

We consider projects from feasibility studies and standalone prototypes through to production planning. Prototype delivery and production introduction are quoted as separate phases, so a prototype price does not imply production responsibility.

How a project moves

  1. Requirements discussion — free.
  2. Platform options — hardware, memory, and power options explored against your requirements.
  3. Agreed scope — roles, deliverables, and terms agreed in writing before paid work begins.
  4. Development and component sourcing support — carried out as agreed.

What to prepare for the first discussion

  • What the device needs to do, and in what environment
  • Performance targets (for example latency, accuracy, throughput)
  • Power, thermal, and size limits
  • Expected volumes and timeline
  • Any existing hardware or platform constraints

Discuss your project

Describe your use case through the inquiry form on our homepage and choose “Edge AI”.

Discuss your project →

FAQ

Is the first consultation free?

Yes. Work involving technical proposals, component selection validation, engineering hours, or prototype builds is scoped and quoted first.

Do you develop the AI model and software yourselves?

Development work is carried out by technical partners under terms agreed in writing. YM coordinates requirements, components, and the project.

Who is our contracting party?

The contracting entity, invoicing arrangement, deliverables, and IP terms are agreed in writing before paid work begins.

Do you take prototype-only projects?

Yes. Feasibility studies and prototype-only projects are accepted and quoted separately from any production phase.