AI & Automation
Prompt Engineering for Marketing
Treating prompts as reusable operational assets: versioning, evaluation and the internal library that makes quality repeatable.
A prompt used across a marketing organisation is a piece of infrastructure and should be governed as one.
We maintain evaluation sets per use case so that model upgrades are a measured decision rather than a surprise.
Our position: capability without an operating model produces expensive noise.
Shard & Co · Strategy Practice
This insight forms part of Shard's ongoing research programme. For the underlying methodology or a briefing with the authoring team, contact the practice directly.
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