An AI Content Agent That Keeps Brands Consistent
How an AI Instagram content strategy agent automated calendars, captions and hashtags for e-commerce brands — 3X engagement growth.
The challenge
E-commerce brands needed a consistent posting rhythm without hiring a full content team, and every post had to stay on-brand across dozens of accounts.
What we built
The agent builds a monthly calendar from brand inputs, generates captions and visual direction, proposes hashtags and routes everything through an approval step. Approved posts are scheduled, and performance data feeds the next cycle.
The stack
LLM content generation, brand guidelines, scheduling integrations, approval workflow.
Results are reported from the project and are specific to that client. They are not a guarantee of results for another business.
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How we measure success
Before the build starts, we agree on the numbers that matter: response time, completion rate, hours removed, conversion or retention. The dashboard is built alongside the workflow so the result is visible, not argued about. Where a client reports a percentage, it is measured against their own baseline — not an industry average.
What a similar build would involve
A comparable project usually starts with a discovery session, a written scope and a small pilot. The pilot proves the workflow with real examples before it is rolled out. If you want to explore a similar system, book a free consultation and bring one real example of the task.