Case study · AI Consulting

A 40-product range, launched in a week instead of a quarter.

An e-commerce homewares brand had every launch bottlenecked on one person writing product descriptions, campaign copy, and customer replies. Five Bizkook agents now run it as one team — a 40-product range that would have taken a quarter went live in a week.

Service · AI Consulting Deliverable · AI Workforce · 5 agents Live in weeks

Challenge

Coast & Pine's launches were bottlenecked on one person. Product descriptions, campaign copy, and customer replies all funnelled through the same writer — so a new range meant a quarter of throat-clearing before the first product went live. Meanwhile, competitors were shipping weekly and the customer inbox was building up in the background.

Work

Bizkook designed an AI workforce for the merchandising and customer team — five agents purpose-built for the brand, orchestrated as one team, and shipped with cross-agent handoffs so a product description could flow straight into a campaign brief and a customer reply.

  • Tune · Listen

    Range, voice, and channel audit

    We mapped the product taxonomy, the brand's writing standards, and the recurring shapes of a launch — from PDP copy to email, social, and post-purchase replies.

  • Tune · Shape

    Five agents, one launch team

    A product copywriter, a campaign copywriter, a customer reply agent, an SEO editor, and a launch coordinator — each trained on the brand's voice, and orchestrated so the output of one is the input of the next.

  • Tune · Set

    Integrated and trained on real launches

    The workforce was integrated with the store and the customer inbox, trained on historical launches, and rolled out inside a live 40-product launch as its first real-world proof.

  • Tune · Move

    Thirty-day optimisation and reviews

    Thirty days of live tuning across product, campaign, and reply output — followed by 60- and 90-day reviews so the workforce keeps compounding launch after launch.

Outcome

A full launch team, on tap. Product copy, campaign assets, and customer replies produced in the brand's voice — a range that used to take a quarter now ships in a week, and the writer bottleneck is gone.

40
products, live in one week
5
agents orchestrated as one team
1
writer bottleneck removed
Product descriptions, campaign copy, customer replies — it all bottlenecked on one person. Five agents run it as one team now. We launched a 40-product range in a week instead of a quarter.
Coast & Pine · E-commerce · Homewares
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