[Company logo]Use case / Retail and E-commerce

Campaign work that ran on people,
moved to agents.

A retail brand running paid social campaigns by hand: briefs, creatives, targeting and reporting, every week, by the same few people.

The situation

Where they started.

The weekly cycle was the same every week, and it still took the whole week. Nobody had time to test anything new.

Knowledge lived in people's heads: which audiences worked, which creatives did not, what the platform quirks were.

The team did not want to lose control of what went live. Automation had to mean approving, not disappearing.

What we did

Four phases, as always.

The same shape as every engagement. The depth of each phase is what changes.

01

Understand

We mapped the weekly workflow step by step with the people doing it, and marked which steps needed judgement and which were pure repetition.

02

Architect

We defined the agents the workflow needed, what each one owns, and the approval points where a person stays in charge.

03

Build

We specified an automation layer on top of the ad platform: agents draft, the team approves, the platform executes, the results come back as a report.

04

Run

Designed to run with logging, monitoring and a human in the loop, so the team can see what ran and correct it.

The product

What it looks like.

[One line on what these screens show]

Technology

What it runs on.

Chosen for the job, not for the CV. Boring where boring is right, new where it earns its place.

AI agentsMeta Marketing APIPythonApproval workflowTelegram botLogging and monitoring
What changed

The part that matters.

Numbers agreed with the client. Names left out on purpose.

[OUTCOME, e.g. hours per week the team gets back]
[OUTCOME, e.g. campaigns per week]
[OUTCOME, e.g. time to launch a new campaign]
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Next step

Yours could be the next one.

If you feel your company can do more, it probably can. Most of the time the missing piece is quality technology, owned by a team that cares. A short call is enough to find out.