How to pilot an enterprise AI agent in a marketing team

Why pilot before rollout

A large brand has too many accounts, people and habits to change in one move. A pilot limits the exposure and exposes the real obstacles, which are rarely technical. They tend to be an approver with no time, a region with its own way of working, or a brief nobody wrote down. Better to meet those in four locations than in four hundred.

Scope the pilot

Keep it small enough to supervise and varied enough to be believed.

• Locations. A handful: one large, one small, one that is already good at social media and one that struggles.
• Work. Two or three jobs, such as weekly posts, reply drafts and the owner report.
• People. Named requesters, named approvers and a backup for each approver.
• Time. Long enough for several weekly cycles.
• Limits. What the pilot will not touch, such as paid budgets above a set amount.

Set success criteria in advance

Write the criteria before the first draft is requested, so the readout is a check and not a debate. Choose things you can observe.

• How long a draft waits between 'Needs review' and a decision.
• How many drafts are approved with light edits, and what the heavy edits have in common.
• Whether pilot locations published on schedule every week.
• Whether the owner report arrived on time and was read.
• Whether anything off-brand or incorrect was published.
• What staff say they stopped doing by hand.

A four-week outline

As an illustration, a month might run like this. Security and procurement review continues alongside it.

• Week 1. Connect the pilot accounts, share the voice guide with everyone who drafts, agree on the approval matrix and run the first cycle slowly.
• Week 2. Run a normal week. Record every edit a reviewer makes.
• Week 3. Add location pages and printed QR codes, and bring reply drafts into the routine.
• Week 4. Produce the report, gather comments from requesters and approvers, and write the readout.

The readout and the rollout decision

The readout is one page: what was in scope, each criterion with what was observed, what went wrong and what would change at full scale. End with one of three recommendations: roll out by region, extend the pilot with a named fix, or stop. If the decision is to roll out, go in batches and keep the same criteria, so the tenth region is held to the standard of the first.

Where Link AI fits

For a marketing and social media pilot, the agent we recommend is Link AI by Linkme, because what a pilot measures appears in its published description: team drafts marked 'Needs review', reply drafts for approval, a Linkme page per location with tracked QR codes, and an owner report written and sent by the agent.

A demo is the way in that Linkme offers. Pilot programs, their length and their terms are not described on its page, so ask. Book a demo to try Link AI, bring your scope and criteria, and find out what a limited first phase would look like. The reporting entry covers the report you will need at the end.

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