SAM4 is the enterprise-grade workflow automation platform that powers high-volume fashion content creation. From logistics to live site, it automates, tracks, and measures every production step — with human-centred support at every stage.
For 20 years, SAM (Studio Automation Manager) has been the mission-critical backbone of Europe's largest content studios. What started as a "Where's My Stuff" tracker evolved into an AI-powered performance monitor with generative capabilities.
20 years of continuous client feedback from studios, buyers, merchandisers, and IT teams has refined SAM4 into the best-of-breed solution. This isn't a startup experiment—it's battle-tested infrastructure.
25-year collaboration with Adobe Photoshop, Capture One, and Canon—the industry's number one combination. Deep integration that eliminates duplicate metadata entry and streamlines capture workflows.
During peak trading, our clients had zero content availability issues. When every second counts and campaigns can't slip, SAM4 delivers mission-critical reliability that new systems simply can't match.
"There is no place for an unproven system in mission-critical production. SAM4's 20-year heritage means every nuance, every bottleneck, every UX challenge has been ironed out through real-world studio use."
Studio Operations Director
Leading European Fashion Retailer
Fashion content operations can't wait for helpdesk tickets. While competitors outsource support and struggle with overloaded teams, SAM4 delivers rapid, human-level assistance through dedicated European onboarding and training specialists.
Personal guidance from day one through full deployment
In-person or live-stream training for your entire studio team
Direct engineer access in your timezone—not offshore ticket queues
Optional studio visits to fine-tune workflows and maximize ROI
Every SAM4 deployment includes dedicated training specialists who work directly with your studio teams through setup, migration, and daily production.
European support teams speak your language and understand your market. No more waiting overnight for answers from distant time zones.
Complex issues go straight to the engineers who built the system. No multiple escalations, no knowledge gaps—just expert solutions.
No ticket queues. No waiting days for answers. Just workflow experts who know your studio and respond when you need them.
Experience The DifferenceA comprehensive suite of modules designed to streamline every aspect of your studio workflow—from logistics to delivery.
Track every sample, SKU, and image in real time—from logistics to CMS.
Auto-assign tasks, approvals, and delivery. Multiple QC checkpoints, choke point alerts, and planning team performance monitoring.
Industry-leading generative prompt logic for fashion copy, composition, and metadata.
Manage model usage, sizing, and licence expiry to avoid overuse costs.
Scan barcodes or labels for full stock and style visibility.
Connect any retouching supplier via API—or use SAM's built-in modules.
Manage full-time and freelance resources with cost tracking and reporting.
Define performance targets and receive instant alerts on slippage.
ChatGPT and other LLMs accounting for increasing capabilities.
Search, machine-readable meta tags, and formatting performed automatically.
Switch seamlessly between conventional photography and video, or AI-generated models for flexible content creation.
Harness the power of cutting-edge artificial intelligence to transform your fashion content workflow with automated tagging, generative descriptions, and virtual try-on capabilities.
Revolutionary AI-powered virtual fitting technology that allows customers to visualize products on themselves without physical samples. Reduce returns and increase conversion rates with realistic digital try-ons.
Generate compelling product descriptions, fashion copy, and SEO-optimized content instantly. Industry-leading LLM technology creates engaging narratives tailored to your brand voice and target audience.
Automated metadata generation with intelligent tagging that learns and adapts. Agentic AI autonomously categorizes products, assigns attributes, and optimizes searchability across all platforms.
25 years of continuous collaboration with Adobe Photoshop, Capture One, and Canon—the industry's #1 combination of software and camera technology
Deep integration with Photoshop actions and metadata panels. What's captured flows directly into editing workflows—no duplicate entry, no data loss.
Two-way data exchange with Capture One sessions. SAM4 controls tethered capture settings and receives real-time shot data for instant workflow updates.
Direct tethered capture with Canon EOS cameras. In-camera metadata appears automatically in SAM4—streamlining studio operations from the moment of capture.
Metadata entered once flows through capture, editing, and publishing—no re-keying, no errors
25 years of continuous updates mean compatibility with every software version and camera model
Tested in the world's highest-volume studios with Canon's professional camera bodies
Direct collaboration means new features work on day one—not months after release
See the world's most trusted studio workflow integration in action
Request a Technical DemoEvery element of studio production—logistics, capture, post, and delivery—connected, automated, and measurable. Built on 25 years of Adobe, Capture One, and Canon integration.
Track products from arrival through studio workflow. Automated check-in, inventory management, and real-time status updates.
Manage photography sessions, assign products to photographers, track shot lists, and ensure quality standards.
Coordinate editing workflows, manage freelance editors, track retouching progress, and approve final images.
Schedule in-house teams and freelancers, manage workloads, track productivity, and optimize resource allocation.
Powerful metadata management with legacy system support. Similar to CreativeForce.io with enhanced compatibility.
Seamless delivery to your e-commerce platform. Automated uploads with metadata, reducing manual data entry.
Whether you run your own studio or rely on approved suppliers, SAM4 provides total pipeline visibility with consistent standards and SLA accountability
Manage multiple clients, track projects separately, coordinate freelancers, and deliver directly to client systems.
Handle high-volume product photography, manage vendor submissions, and maintain consistent brand standards across thousands of SKUs.
Streamline internal production workflows, coordinate between departments, and integrate with existing marketing systems.
Schedule a personalized demo to discover how our platform adapts to your specific workflow needs
Explore SolutionsEliminate bottlenecks and confusion with real-time visibility into your entire production pipeline. Know exactly where every product is and what's happening next.
Automated receiving and inventory tracking with barcode scanning
Smart scheduling assigns products to available photographers
Coordinate editing, retouching, and quality control workflows
Automated upload with metadata directly to your e-commerce platform
Join Europe's leading fashion retailers and brands who trust SAM4 to deliver content on plan, on time, and on budget. Visit our operational studio for a real-world demonstration.
Watch how SAM4 transforms fashion eCommerce production workflows from start to finish
See how leading fashion brands use SAM4 to automate their entire studio workflow
Schedule Your Demo