
Shopware: 40% COGS reduction. AI Co-pilot built and shipped. 21 Gradion engineers embedded in the product organization.
Snapshot
Client
Shopware AG
Industry
SaaS / Commerce Platform - Open-source e-commerce
Geography
Schöppingen, Germany (global platform)
Size
500+ employees; millions of merchants worldwide on Shopware platform
Challenge
Scale product development cost-effectively; deliver AI-powered merchant tooling at speed
Services
AI Co-pilot development, 10+ AI-powered turbochargers, platform engineering
Duration
Ongoing
Team
21 engineers (ongoing)
10+
AI-powered features
40%
COGS reduction through the Vietnam-based Gradion engine
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Client Context
Shopware AG is a German open-source e-commerce platform provider, headquartered in Schöppingen. The platform powers online stores for hundreds of thousands of merchants globally, ranging from SMBs to enterprise retailers, across B2C, B2B, and D2C commerce models. Shopware competes as a full-featured commerce platform with a strong developer ecosystem, a growing SaaS offering, and an active partner network. As the e-commerce landscape shifted toward AI-driven merchant tooling and no-code store management, Shopware identified a strategic imperative: build category-leading AI capabilities fast - without proportionally scaling headcount costs.
The Challenge

Shopware faced three intersecting pressures that could not be resolved independently. The first was technical complexity: enabling small and mid-sized merchants to launch, customize, and optimize their stores without writing code required a new layer of abstraction on top of an existing platform with deep complexity. Building it demanded senior engineering capability at a rapid cadence. The second was competitive expectation. The market’s demand for AI-powered merchant experiences - from intelligent product content to automated workflows to natural language analytics queries - was accelerating. Shopware needed to lead, not follow. That meant shipping LLM-based and generative AI features before the market normalized them as table stakes. The third was economic. Scaling a world-class product engineering team through direct hiring in Germany - at the speed required to stay competitive - would have driven platform costs in ways that compressed margin and constrained pricing flexibility. Shopware needed a partner model that could deliver elite technical output at a cost structure compatible with product-led growth. The combined challenge was not unusual for fast-growing SaaS platforms, but few find a partner that can satisfy all three dimensions simultaneously: talent quality, delivery speed, and cost efficiency.
The Approach
Gradion embedded a 21-person engineering and architecture team inside Shopware’s product development organization. The engagement model was not staff augmentation in the transactional sense: Gradion’s team participated in product strategy, made independent architecture decisions, and operated with the accountability of an internal unit. The most significant joint delivery was Shopware’s AI Co-pilot - a suite of 10+ AI-powered tools designed to remove friction from merchant workflows. Key components: Flow Builder. A no-code automation engine that allows merchants to automate customer interactions and order handling processes without writing code. Gradion’s team built this as a composable, extensible system that could accommodate new workflow types without platform rearchitecting. AI-generated product descriptions. A generative AI feature that transforms basic product data into compelling, SEO-optimized content. The feature reduces the time burden on merchants while improving listing quality and search performance. Intelligent search and data quality. Natural language query capabilities allow merchants to run precise analytics requests - for example, identifying customers from Germany who spent over 100 Euros - without SQL or manual data extraction. AI-enhanced data quality tools simultaneously reduce manual error rates. LLM and generative AI integration. Gradion’s architecture work extended Shopware’s platform to support model integrations in a way that is maintainable and upgradeable as underlying LLM capabilities evolve. The Vietnam-based team structure was a deliberate economic decision that also delivered a speed advantage: co-location in a single high-caliber engineering hub enabled faster knowledge transfer and more consistent team culture than a distributed multi-vendor model.
40%
COGS reduction through the Vietnam-based Gradion engineering team - the most sig
10+
AI-powered features shipped as part of the Shopware AI Co-pilot suite
21-person
Gradion team continuing to drive product innovation and platform scalability
The Results
The partnership delivered measurable outcomes across cost, product, and market position: 40% COGS reduction through the Vietnam-based Gradion engineering team - the most significant financial outcome of the engagement 10+ AI-powered features shipped as part of the Shopware AI Co-pilot suite 21-person Gradion team continuing to drive product innovation and platform scalability Flow Builder live - merchants automating processes without code, reducing support load and increasing platform stickiness Strong user adoption of AI features across the merchant base, reinforcing Shopware’s competitive positioning Partnership built on trust and alignment - mutual investment in shared roadmap outcomes rather than transactional delivery The 40% COGS reduction demonstrates what is possible when engineering talent strategy is treated as a product decision, not just a hiring problem.
“Gradion understands our unique needs and adapts their solutions accordingly. Their commitment to a long-term partnership and focus on win-win situations have contributed to our successful collaboration. It feels like a true partnership, enhancing project success. The speed and ease with which Gradion integrates fresh talent into ongoing projects are one of a kind.”
Dennis Höting
Director Product Development
Services & Technology
Services delivered
- AI Co-pilot development
- 10+ AI-powered platform features (turbos)
- No-code workflow automation (Flow Builder)
- LLM and generative AI integration
- Platform engineering and scalability
Technology stack
- Shopware platform (open-source core + SaaS layer)
- LLM / Generative AI (product descriptions, intelligent search)
- Natural language query processing
- CI/CD and agile delivery at product scale
Engagement model
Embedded product engineering team
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