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FQ AI Summit 2026

Choose the Relevant Past Brand Work for an AI Brief

My notes from attending the FQ AI Summit in New York, November 10, 2026.

Creative Review and AI Predictions

How can past brand work improve an AI brief without copying an old campaign?

A big archive holds expired claims and rejected ideas right next to the work worth keeping. The creative judgment panel discussed using a company's accumulated work as context, so the question becomes which history belongs in the assignment. I'd hand the AI tool a small, labeled set and say which part should inform the new work.

Panelists seated on stage under the session screen.
The creative judgment panel. The Female Quotient AI Summit, Webster Hall, New York, November 10, 2026.

Choose a small set of material your team is allowed to use for this. Current brand guidance, one relevant past brief and a note on what the team learned from it make a good start. Confirm permissions before you connect a repository or upload files.

Label every item with its date and status, and note how relevant it is. An old campaign might show a customer concern that still holds while its price and channel plan have expired. Spell out which part should shape the new work and which part must stay behind.

Ask the AI tool to point to the context behind each suggestion. A reviewer should be able to see whether a direction comes from the current assignment, the historical material or an unsupported inference.

Review for error and for imitation. A familiar phrase can make a draft sound consistent while it dodges the new business question, so ask what's different about this audience and this moment.

Put someone in charge of the selected context. When a source goes out of date, replace it, because a contradictory document sitting next to it just leaves the tool guessing.

What to try this week

Before your next AI brief, choose the one past brief and the one guidance document you'd attach. Label each with its date and mark anything that has expired.