Scaling High-Volume Ad Production for Walmart US
Ad Production
Automation
Brand Systems
Producing large volumes of digital advertising assets for Walmart US required precision, speed, and tight brand compliance across every format and campaign variation.
Working within strict PSD-based constraints, I identified systemic inefficiencies in the production workflow and redesigned the template and export system from the ground up — implementing a variable-based content system, scalable multi-format templates, and a scripted batch export pipeline. The outcome: up to 80% reduction in manual effort, 90% faster exports, and significantly faster QA cycles — delivering more ads with fewer errors at scale.
Role
Senior Creative Engineer
Scope
Ad production, template systems, workflow automation, batch export
Tools
Photoshop, Jira
Industry
Marketing / Retail
The Challenge
Walmart US campaigns required the production of a large volume of digital advertising assets across multiple formats, campaigns, and style variations.
Each asset needed to meet strict brand guidelines, including precise control over typography, spacing, legal disclaimers, and layout structure. At the same time, multiple stakeholders — including design, QA, legal, and campaign teams — were involved in reviewing and validating every output.
During the first month, working with the existing Photoshop template provided by the client, several issues became clear:
Repetitive manual work across formats
High risk of human error
Slow QA and feedback cycles
Limited scalability for large campaigns
As production scaled, these inefficiencies created bottlenecks that affected speed, consistency, and overall team performance.
Workflow overview & analysis
System Thinking
Rather than treating the problem as isolated design friction, we approached it as a system-level issue.
The workflow involved multiple stages — from brief intake to final delivery — with dependencies across different roles and tools. Small inefficiencies at the template level were amplified across the entire pipeline.
Key observations:
Content changes (headlines, disclaimers) required manual updates across multiple files
Asset management lacked standardization
Export and naming processes were repetitive and error-prone
QA cycles were slowed by inconsistencies in execution
This revealed an opportunity:
→ Improve the system at the template level to impact the entire workflow
Constraints & Realities
The solution had to operate within strict production constraints:
Final deliverables had to be in Photoshop (PSD)
No migration to tools like Figma was possible
Brand and legal requirements were highly specific
High production volume with tight deadlines
Cross-functional collaboration across distributed teams
These constraints made it necessary to design a solution within the existing ecosystem, rather than replacing it.
The Solution — Automation Framework
I led the design and implementation of a scalable automation system directly within Photoshop, focused on reducing manual effort and increasing consistency across all outputs.
A. Scalable Template System
A redesigned PSD template structure enabled:
Multi-format adaptability
Consistent layout behavior
Faster replication across campaign variations
This became the foundation for all production work.
B. Smart Variable System
I implemented a variable-based system to centralize content updates:
Headlines
Subheadlines
Legal disclaimers
Changes could now be applied globally, instead of manually updating each asset.
C. Automation Logic & Workflow Design
The template was structured to eliminate repetitive tasks:
Reduced need for manual layer adjustments
Standardized naming conventions
Predictable file structures
This significantly reduced cognitive load during production.
D. Scripted Export System (Collaboration)
In collaboration with a developer, we integrated scripting to automate:
File naming
Export structure
Batch output generation
This removed one of the most time-consuming steps in the workflow.
E. Asset Systematization
We restructured how assets were handled:
Organized source files
Standardized naming conventions
Optimized file weight and structure
This improved both performance and reliability.
F. Embedded Design Patterns
Design elements (such as textures and patterns) were integrated directly into the template:
Reduced dependency on external assets
Ensured visual consistency
Simplified production workflows
A video tutorial for the Designers team.
Workflow Impact
By improving the template system, the impact extended across the full workflow:
Faster production cycles
More efficient QA processes
Reduced back-and-forth between teams
Better alignment across roles
The system enabled a more predictable and scalable production pipeline.
Impact
The improvements resulted in measurable gains across multiple areas:
Up to 80% reduction in manual effort
25–50% increase in design execution efficiency
90% improvement in export speed and accuracy
90% faster QA and review cycles
These gains translated into faster delivery, fewer errors, and a more scalable system that could be reused across campaigns and future projects.
Reflection
This project reinforced the importance of approaching design problems as systems rather than isolated outputs.
Working within strict constraints — including tool limitations and complex stakeholder requirements — required balancing technical thinking with practical execution.
Instead of replacing the system, the solution focused on evolving it from within, creating a scalable framework that improved both efficiency and team collaboration.
This experience shaped my approach to design as a discipline that extends beyond visuals, into workflows, tools, and systems that enable teams to operate more effectively.
