How GALE Streamlined BFCM Budget Management at Scale

During Black Friday and Cyber Monday, GALE was managing retail media campaigns for a leading skincare brand across more than 100 active campaigns and multiple profiles. With strict daily budget caps in place, the team faced a significant operational challenge: maintaining tight pacing control during one of the most volatile and competitive shopping periods of the year.

The stakes were high. Overspending risked blowing through daily caps too early, while delayed campaign reactivation could result in missed high-intent shopping windows during early morning demand surges. Managing these transitions manually required extensive overnight monitoring and introduced considerable operational risk during a business-critical sales period.

To address these challenges, GALE partnered with Skai to develop a scalable budget governance framework designed specifically for high-pressure retail moments like BFCM. By leveraging Skai’s automation capabilities, the team built a closed-loop workflow that enabled campaigns to automatically respond to pacing conditions in real time.

This approach allowed GALE to maintain strict control over spend while reducing the need for manual overnight management, creating a more efficient and reliable system for navigating peak retail demand periods.

GALE’s strategy centered on balancing two competing priorities during BFCM: maximizing demand capture while maintaining disciplined budget control. Rather than relying on manual monitoring and reactive pacing adjustments, the agency implemented a more proactive operational model designed to automate decision-making around campaign spend and activation timing.

The goal was not simply to reduce manual work, but to create a scalable governance system that could preserve efficiency, minimize operational risk, and allow the team to capitalize on emerging sales opportunities without sacrificing pacing discipline.

• Built a three-phase automated workflow using Skai Automated Actions to manage campaign pacing in real time
• Automatically paused campaigns once collective daily spend thresholds were reached across profiles
• Applied campaign dimensions to isolate budget-capped campaigns from evergreen paused campaigns
• Scheduled automated campaign reactivation at 5:00 AM EST to capture early-morning shopping demand
• Reduced the need for overnight manual pacing management and monitoring
• Enabled faster response to opportunistic sales surges without risking overspend across the broader campaign flight

By transitioning from manual pacing management to a closed-loop automation framework, GALE significantly improved both operational efficiency and campaign performance during BFCM for the leading skincare brand. The system enabled the team to maintain strict budget controls while still capitalizing on high-intent demand windows during one of the most competitive retail periods of the year.

The impact extended beyond workflow improvements. Year over year, the brand achieved a 60% increase in ROI, an 18% improvement in CPC efficiency, and a 37% improvement in ACoS. At the same time, the automation framework reduced operational burden and minimized the risk associated with overnight budget monitoring and manual campaign reactivation.

GALE used Skai to build a more scalable and efficient approach to retail media management during peak shopping events.

GALE is a business agency that helps brands drive growth through integrated marketing, commerce, and customer experience strategies. By combining media, data, and technology, GALE partners with brands to build scalable performance marketing programs that improve operational efficiency and drive measurable business outcomes across complex retail and digital environments.