The goal is to determine whether Quadra VPUs are a technical and economic fit for your video workloads before you invest time in testing or integration (you are not here to prove VPUs work). This stage is about qualification in your environment, not commitment.
Teams that skip this step almost always benchmark the wrong thing and draw the wrong conclusions.
Before touching hardware or benchmarks, get clear on the constraints driving your evaluation. VPUs only matter when one of these constraints is already breaking your system.
Typical drivers include:
Quadra VPUs replace video compute, not platforms. They slot into existing pipelines where encoding or transcoding is the bottleneck:
Everything up and downstream remains as is. This is a compute substitution. Your workflow stays intact.
You should be able to answer these before moving on:
If these aren’t clear, pause here. Testing without these answers produces benchmarks you can’t trust.
If you’re looking for certainty right now, you’re too early. At this stage, you do not need:
Those come later.
When this step is complete, you should have:
If you can defend the evaluation rationale to a skeptical peer in two minutes, you’re ready.
A Taiwan engineering team bought two demo cards on their own. We did not pitch. We repeatedly showed up: first at Broadcast Asia, then at IBC, weekly on WhatsApp, and again in their office. Now they bring us their network.
They bought two demo cards before any sales conversation. A Taiwan engineering team checking us out on their terms. Curious, but not committed.
June 2025. We met at our booth. Synced on what they were actually building. Started to understand the team, the workload, and what came next.
September 2025. They saw us next at IBC. Two major shows in three months. The perception shifted. We were not a small player anymore. Proof we were emerging.
Asia runs on instant messaging. They asked technical questions every week. Some required other vendors on the thread. We answered. We facilitated. We met them where they live.
Four of us flew to Taiwan and met their entire team. Trust shifted from one engineer to the company. Now they introduce us to other customers in their market.
