A proof of concept answers a technical question
A POC is appropriate when a critical capability is uncertain: an API may not expose the needed data, a model may not meet quality requirements, a legacy system may be difficult to integrate, or a performance target may be doubtful.
Define the question
Write a falsifiable statement such as: “Using this dataset and hardware, can the system classify these cases above the agreed threshold within the required latency?”
POC plan
- representative inputs
- measurable success and failure criteria
- controlled environment
- known constraints
- reproducible test procedure
- findings and recommendation
What a POC is not
It is not production approval, a security certification, proof of scalability, or evidence of market demand. Do not add unnecessary branding, billing, or account management unless those are part of the uncertainty.
Timeline and cost
The duration depends on the experiment. A “seven-day POC” is a supplier offer for a bounded question, not an industry standard. Publish it only with scope, dependencies, and evidence from prior projects.
Fact-check sources
- NIST Secure Software Development Framework
- Editorial framework; no external benchmark asserted
Sources and product documentation can change. Recheck time-sensitive pages on the publication date.