First, give conclusions that can be used for decision-making
The cooperation model depends on who bears the uncertainty and day-to-day management. The fixed gross price is suitable for clear operational boundaries, confirmation of input conditions, stable third-party interfaces and quantifiable work; monthly teams are suitable for ongoing exploration of the scene, multi-departmental queues, or client ability to manage demand priorities. The AI project often includes early models and unknown data quality, and suppliers who commit to low-cost packages when information is insufficient can then easily compensate for risks by reducing quality, increasing changes or reducing delivery.
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.
Lists key unknown items and first designs a limited range validation.
Validation Key Dependence
Dismantling the stable production range into independent acceptance milestones.
Development of assessable outcomes
The role, capacity and monthly results of the team are agreed for ongoing changes.
Make sure you decide the next step with the real results.
The model is adjusted periodically to inputs, quality, speed and business value.
How do you understand it in the actual business?
The document reviews the initial AI model and sample with unknown effects, and can complete a document, the PoC at fixed prices; once adopted, uploading, privileges, review desk and system interfaces are implemented by milestones; new document type after online, assessment regression and knowledge updating are supported on a monthly basis; examples do not represent the performance of a particular client, and actual conclusions need to be verified in conjunction with the enterprise ' s own business volume, sample, system and liability boundary.
The easiest pit to step on.
Only one sentence is required to sign the full fixed total price.
No product manager and no priority tasking on a monthly basis
Payments are made only on time and do not correspond to samples, versions and delivery evidence
How should we end up receiving and confirming?
The contract should describe the roles, workload, scope, outcomes and decision-making responsibilities covered by each model of cooperation; the fixed phase would be based on the receipt and inspection of delivery, and the completed matter, code version, results, checklists and next month ' s plan would be checked by the monthly phase.
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.