
Campaign setup is 75% faster and coupon generation 99% faster, with no developer involved.
Campaign launch time fell about 75%, with 15% more conversions than the ads already running.
An agent researches what is tiring, what competitors are running, and what is trending, then produces the ads.
Reads campaign fatigue, competitor creative, and emerging trends, then produces hundreds of on-brand ad variations and sizes each one for its platform.
A marketplace carrying end-of-season stock for more than 300 brands lives on timing. A promotion that lands a week late lands against different inventory, and the window it was written for has closed.
Otrium's growth team was not short of ideas. It was short of production capacity. Brief to launch ran about 4 weeks, and the bottleneck sat in creative rather than in strategy, because representing other people's brands sets a quality bar that a faster process is not allowed to drop below.
Ad Studio connects to Otrium's ad accounts, brand assets, product catalog, and performance history, so the material it reasons over is the brand's own rather than a generic model prior. Warehouse data sits in Databricks.
The research step is what separates this from a generation tool. Before producing anything the agent analyzes campaign fatigue patterns in the current set, scans competitor creative through the Meta ad library, and identifies emerging trends. The output is a response to that reading rather than to the prompt alone.
Generation then produces hundreds of variations from a single prompt, each rendered at the sizes the destination platform expects. Brand rules constrain the output, which is the condition that lets a team representing 300 other companies use it at all.
The full customer story is published by Hightouch at https://www.hightouch.com/customers/otrium.
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Everyone credited on this solution
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Campaign setup is 75% faster and coupon generation 99% faster, with no developer involved.

Shoppers describe the room they are furnishing and get the right fixture back.

Campaigns that took 4 to 6 weeks now go live in days, with personalized variants up from one or two to more than 20.
Published case study
The detail on this page is drawn from a case study published by the contributor or the MACH Alliance. Any figures on this page are the ones that case study states.
Where this came from
Solution detail is published from the contributor's 2026 Agent Ready submission to the MACH Alliance. Submitter names and contact details are not published. Accepted in the second Agent Ready cohort. Written from Hightouch's published customer story at https://www.hightouch.com/customers/otrium. Figures and quotations are the ones that case study states.
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