Question

A retail company is choosing a gen AI platform to power several customer-facing and internal solutions over the next three years. During evaluation, an executive raises concern that committing deeply to one provider's proprietary APIs, prompt formats, and fine-tuned model artifacts could make it very costly to switch providers later if pricing or performance changes. From an organizational cost and risk governance perspective, which action best addresses this concern?

Accepted Answer

Assess vendor lock-in risk and build portability into the strategy by favoring standard interfaces, abstraction layers, and exportable data/prompts where practical

Answer

Select the single lowest-cost provider immediately to minimize spend and revisit the decision only if a problem occurs

Answer

Avoid all managed platforms and build every model in-house to guarantee full control

Answer

Sign the longest available contract term to lock in current pricing before it rises