How to scope an AI marketing automation pilot

Start with one workflow, not a promise to automate everything. A useful pilot makes the task, permissions, costs, and review process explicit.

1. Define the task

Write down the input, the intended output, and who will use it. For example, a pilot might turn an approved editorial brief into a draft for human review. This is an illustrative workflow, not a description of Foreshadow's capabilities.

2. Set boundaries

Specify what the workflow may read, draft, publish, or change. Separate permission to create a draft from permission to send a message or spend money. Name the person responsible for approval.

3. Map potential costs

Ask which charges apply: software access, usage credits, media generation, integrations, and review time. Keep advertising spend separate from production and tooling costs. Ask what happens at a usage limit and whether failed attempts or retries are charged. Do not assume every provider bills the same way.

4. Define a stopping rule

Decide when work should pause: an unsupported claim, missing consent, an unexpected cost, or an unclear publication result. Check an uncertain result before repeating an action that could create duplicates.

5. Measure usefulness

Choose a business-relevant outcome before launch. For an acquisition workflow, define a qualified inquiry rather than treating every click as a lead. For an editorial workflow, record review time and whether the output meets an agreed quality checklist. If attribution is missing, report that limitation rather than assigning revenue to the pilot.

Copyable pilot brief

Workflow:
Intended audience:
Approved inputs:
Allowed actions:
Actions requiring approval:
Cost ceiling:
Stopping rule:
Outcome to measure:
Review date:

Use this brief to compare implementation options on the same terms. These are evaluation questions, not claims that any particular product supplies these controls.

Published by Foreshadow AI Marketing as general educational guidance.

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How to scope an AI marketing automation pilot