Gemini explainers

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A platform decision should begin with what makes the different. Commodity capabilities are often faster to buy, while proprietary workflows may justify custom engineering.

Price the complete lifecycle

Include integration, evaluation, security review, model changes, support, and exit costs. A low initial subscription can become expensive if the product is difficult to adapt or replace.

Preserve strategic options

Use clear interfaces around providers, retain important data, and measure quality independently. These practices reduce lock-in without forcing a team to build every layer itself.