First, give conclusions that can be used for decision-making
The AI project distinguishes between demonstrationable prototypes, evaluable PoC and productionable systems. The prototype can be interactive more quickly; the PoC will use a fixed real task answer model, data and technology feasibility; the production version will also complete user identification, system interface, abnormal processing, monitoring, deployment and operational responsibilities. If the information and interface are ready, the first phase can be driven by four milestones by diagnosis, PoC, production development, greyscale trial.
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.
The mission, input and risk are diagnosed with one to two weeks.
Validation Key Dependence
Validates the most critical model, RAG or tool call unknown items first.
Development of assessable outcomes
Develop and integrate into a business closed loop that can be tested independently.
Make sure you decide the next step with the real results.
Provide for greyscale, manual review, deficiency repair and operational training time.
How do you understand it in the actual business?
The contract review assistant can select a contract and a dozen high-frequency risk points for the PoC, which will be used to validate the construction's upload, authority, positioning of terms, quotations, draft opinions and manual confirmations. After the first period of stabilization, more contract types and business systems will be extended, without having to wait for all scenarios to be completed once.
The easiest pit to step on.
Make three days of presentation as a productionable version
Search for real samples and interface owners after the project begins
The schedule is only development, without business recognition, test run and back-up preparation
How should we end up receiving and confirming?
The implementation plan should include the conditions for each stage of input, task set, demonstration results, receivers, third-party dependency and outstanding risks.
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.