Evaluate the SoC, optical and model tradeoffs
COMPUTE FOUNDATION
EngineeringCo-developmentMake the system decisions
02 · ENGINEERING PROCESS
Make the system decisions
together.
SoC, optics and AI model choices interact. Our co-development stage is where product intent becomes a viable camera architecture and an edge deployment plan.
SYSTEM FOCUS
The strongest system choices appear when the hardware and model teams can see the same constraints.
PROJECT PATH
Align interfaces, memory, power and thermal targets
IMAGE INPUT
Create a buildable architecture around the intended task
TASK BEHAVIOR
Co-development practice
Make interdependent decisions with the right people in view.
Optical, compute, mechanical and model choices are most efficient when they are evaluated as a shared system rather than in sequence.
01
Architecture tradeoffs
See how a sensor, SoC or model decision changes bandwidth, power, enclosure and user value before committing.
02
Cross-team alignment
Give product, software, hardware and data contributors one set of measurable system constraints.
03
Buildable intent
Turn a promising concept into interfaces, targets and prototypes that can actually be constructed and evaluated.
PROJECT OUTPUTS
Shared engineering artifacts
The output gives each contributing team a stable source of truth for the next build.
Tradeoff board
A readable record of the options considered and what the product gains or gives up with each.
Interface map
Connection points across optics, camera, SoC, power, host software and data workflows.
Prototype targets
Measurable conditions the next build has to demonstrate for the program to move forward.
PROJECT PATH
Progress with evidence, not assumptions.
- 01
Align the teams
- 02
Expose tradeoffs
- 03
Build the shared prototype
- 04
Decide with evidence
ENGINEERING QUESTIONS
The conversations that shape the system.
01Can we work with an existing internal engineering team?
Yes. Co-development is designed to connect with the people already accountable for product, firmware, model or manufacturing work.
02How are disagreements resolved?
We turn the disagreement into a system tradeoff and propose the smallest useful test that can produce evidence.
03Is the work only for new products?
No. It can also clarify an existing design when teams need to re-evaluate performance, integration or the path to scale.
ORIVERX / ENGINEERING / 02