Technology module
System co-engineering
Silicon is only part of a product. VXI system co-engineering connects model, software, host platform, and memory needs into one executable path, taking customers from proof of concept to product-ready integration.
Integration · Deployment · Software
Why it matters
Connect model, software, host, and memory needs into an executable integration path.
Co-design from day one
Align workloads, system constraints, and product goals early to avoid late-stage rework.
Hardware–software validation together
System-level validation confirms that model, software, and hardware work together in real scenarios.
Clear adoption milestones
Evaluate, integrate, and deploy milestones give every step a clear deliverable.
How it works
Discovery
Clarify use cases, workloads, and system constraints.
Architecture alignment
Agree on platform selection, interfaces, and software integration.
Integration validation
Validate model, software, and system together on a reference platform.
Productization support
Support system design, BSP integration, and launch readiness.
What we align on during evaluation
Bring this information to your evaluation request so the VXI team can propose a concrete platform and adoption plan faster.
- Product scenarios, target users, and key experience metrics
- Host platform, operating system, and peripheral interfaces
- Project milestones and team responsibilities
- Long-term maintenance, upgrade, and support needs
Frequently asked questions
- What does system co-engineering include?
- Discovery, architecture alignment, integration validation, and productization support that help customers integrate VXI platforms into complete products.
- How do I start an evaluation with VXI?
- Submit an evaluation and quotation request on the products page with your use case and workload. The VXI team will arrange the right technical and commercial follow-up.
- What should customers prepare for an evaluation?
- Target models, use cases, system constraints, and product goals. The more complete the information, the faster VXI can propose a concrete platform and integration plan.
Related technology modules
- Compiler and runtime — From model conversion and quantization to runtime control
- Security and data sovereignty — Secure boot, model protection, and local data processing
- On-chip data fabric — Workload-aware data paths and module communication
See the partnership process · What we align on during evaluation