First, give conclusions that can be used for decision-making
The contract shall distinguish between customer data, the general framework of the supplier, the project proprietary code configuration and the third-party model, indicating who can access it, whether it is for training, how long it is to be kept, and how it is to be returned or deleted after termination. The acceptance and inspection annex shall contain the true task set, quality and engineering indicators, access information and the taking over list, and shall agree on the liability of the model or interface in case of change.
What conditions need to be identified before judgement is made?
The same question may have different answers under different business, data and project phases. It is suggested that the following conditions be checked and that the common findings on the web be incorporated into their own projects.
Suggested order of advance
First, we'll be clear about the target and the border.
Develop data, models, third-party services and inventories of deliverables.
Validation Key Dependence
(c) Include samples, indicators, testing environments and versions in the acceptance annexes.
Development of assessable outcomes
(c) Agreement to visit, retain, delete, withdraw from intellectual property rights and services.
Make sure you decide the next step with the real results.
Signing by joint operational, technical, procurement and legal review.
How do you understand it in the actual business?
The enterprise provides a passenger service record for the PoC, and the contract is not limited to “confidential” training and retention, and subsequent data is difficult to confirm. The clearer approach is to define the project environment, people, uses and duration, to require the output of dissensitized logs and to provide for deletion or return of records after completion.
The easiest pit to step on.
Use generic software contract templates, ignoring models and data variables
Receiving and inspection only includes subjective satisfaction, without task set and scoring rules
No changes in the model, price or version of third party models were agreed
How should we end up receiving and confirming?
Formal acceptance is based on the sample, version and evidence in the annex to the contract, rather than on verbal commitment.
When preparing to communicate with suppliers or internal teams, it is recommended that current processes, representative samples, existing systems, planning time and budget levels be brought. First, the unknown items are clearly marked, and then the decision is made to use diagnostics, PoC, fixed-range projects or ongoing research and development, which is usually more reliable than a direct demand for a price and duration without borders.