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The 40-hour week: how AI automation actually works in practice

Everyone talks about AI saving time. Here's a real example of how we automated 40 hours of weekly manual work at Fieldnote.

The 40-hour week: how AI automation actually works in practice blog post image

Artificial Intelligence is surrounded by hype. It promises to revolutionize operations, but concrete case studies of how AI actually automates daily business tasks are hard to find.

At Fieldnote, the operations team spent approximately 40 hours every single week manually transcribing and categorizing unstructured field inspector voice notes into their CRM. We built a custom AI agent that does this automatically.

How the agent works

Using state-of-the-art whisper models and customized GPT agents, the system listens to the audio, extracts relevant metrics, matches them against existing clients, and populates the database seamlessly.

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