AI tools

Assistants, copilots and models wired into everyday work.

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Whose model, whose key, whose bill

Three arrangements exist. The tool includes a model and prices it inside the plan. The tool runs on your API key and charges only for the software. Or it does both, with a cheap plan and metered overage.

The third is where surprise invoices come from.

Questions worth asking

What happens to your data: is it used for training, retained, or discarded? Which model version is behind the feature, and what happens when the vendor changes it silently?

Metering

Tokens, credits, generations, seats. Ask what a credit buys, whether unused credits roll over, and what happens when they run out mid-task.

What to test

Run your real workload, not the sample. Quality on generic prompts tells you nothing about quality on your documents.

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