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From Spreadsheets to Scaleup: How MR MARVIS Engineered a Single Source of Truth for Global Growth

MR MARVIS

Patchworks helps MR MARVIS integrate

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Executive Summary

Company: MR MARVIS

Sector: Menswear & Lifestyle Apparel

Systems Integrated: Headless Shopify, Odoo ERP, Active Ants (Fulfillment), AfterShip (Tracking), Loop Returns, Mollie & PayPal (Payments), Tradebyte / TB1 (Marketplace Syndication for Zalando).

Key Results:

  • Eliminated Fragmented Technical Debt and Manual Spreadsheets: Replaced fragile, point-to-point scripts and Google Drive sheets with a unified integration tier, establishing Odoo ERP as a single source of truth.

  • Accelerated International Scaling via Reusable Blueprints: Streamlined expansion into new European markets, such as Poland and Sweden, by easily duplicating core child flows and utilising safe staging environments.

  • Anchored a Sustainable, Certified B Corp Supply Chain: Enabled real-time sales and inventory data to feed forecasting tools, allowing the team to pass optimised production recommendations to factories on an hourly basis.

  • Future-Proofed the Architecture with High-Performance GraphQL: Transitioned from legacy REST APIs to bulk GraphQL operations to drastically slash API counts and boost processing speeds as transaction volumes grow.

Introduction: A Foundation for Timeless Menswear

MR MARVIS was founded by three friends—David, Steven, and Aafka—out of a shared frustration with the hyper-fast, inconsistent fashion cycle. Traditional retail models meant that when a customer found a perfectly fitting pair of shorts or trousers, those items would completely disappear from store shelves by the following season. MR MARVIS flipped the script by creating a reliable, high-quality, continuous staple brand for men.

Starting strictly with shorts, the brand has since expanded into swimwear, chinos, and a broader lifestyle ecosystem. The formula has caught on massively: over the last five and a half years, the company has scaled from a 25-person team into a global powerhouse with more than 300 employees, securing its position as a top 10 Shopify brand in the Benelux region.

The Challenge: Outgrowing the Spreadsheet Trap

Like many hyper-growth direct-to-consumer (D2C) startups, MR MARVIS initially scaled by using tactical, temporary workarounds. In the early days, velocity was everything. However, as double- and triple-digit growth continued year over year, those temporary fixes began hardening into permanent operational bottlenecks. Master files containing barcodes, product logic, and inventory thresholds were living in fragmented Google Drive sheets, custom low-code connections, and detached scripts. There was no single source of truth.

To bring structural organisation to their financial and logistical workflows, MR MARVIS selected Odoo as their central Enterprise Resource Planning (ERP) platform. But an ERP is only as powerful as the data flowing into it. The brand required an agile, enterprise-grade integration tier—a centralised middleware—capable of connecting Odoo to their broader best-of-breed commerce landscape without disrupting daily operations.

From the Client: “In a startup, if there’s a problem, we throw some software at it to solve it. There’s a lot of velocity, but sometimes you just have to solve something in the fastest way, not always the best way. Our master files of barcodes and products were just Google Drive sheets running parts of the business. We got to the point where we needed structure, an ERP, and a single source of truth.” — Kees Kraakman, Head of Digital Operations, MR MARVIS.

The Solution: Patchworks as the “Central Plug Socket”

MR MARVIS partnered with Patchworks to orchestrate their scaling IT architecture. Instead of relying on a fragile web of custom point-to-point scripts, Patchworks’ iPaaS functions as an enterprise abstraction layer—or as Kees Kraakman, Tech Lead at MR MARVIS, calls it, a “central plug socket”.

Today, Patchworks seamlessly harmonises a robust data landscape across 8+ active connectors, keeping systems perfectly synchronised.

Shopify, Patchworks iPaaS, Odoo ERP, Loop Returns, Tradebyte Workflow

By leveraging Patchworks, MR MARVIS successfully integrated:

  • Core Commerce: Headless Shopify (driving multiple international operations).
  • Enterprise Operations: Odoo ERP.
  • Logistics & Delivery: Active Ants & AfterShip.
  • Returns & Payments: Loop Returns, Mollie, and PayPal.
  • Marketplace Syndication: Tradebyte (TB1), facilitating rapid expansion onto European marketplaces like Zalando.

From the Client: “We looked for the middleware to start connecting them all… We ended up with Patchworks because it had the ability to be that middleware—to patch all these things together, create these mappings, and create the data streams we needed to get things in the right place in the right formats. It basically ticked all the boxes of what we needed to start that massive shift from startup to scaleup.” — Kees Kraakman, Head of Digital Operations, MR MARVIS.

“Patchworks acts as our central plug socket, allowing us to move away from fragile, temporary scripts and fully unify our tech stack. It has given us the structured data framework we needed to move from a fast-growing startup to a sustainable, global scaleup.”

Kees Kraakman

Kees Kraakman, Head of Digital Operations, MR MARVIS.

The Results: Reusable Architectures & Sustainable Synchronisation

Rapid Market Expansion via Modular Integration Blueprints

Expanding internationally used to require building new data connections from scratch. With Patchworks, MR MARVIS utilises a highly efficient, reusable integration methodology. When spinning up a new regional storefront (such as their recent expansions into Poland and Sweden), the team simply inputs the new credentials, duplicates the core child flows within Patchworks, and makes minor localised adjustments.

Furthermore, the implementation of Patchworks virtual environments allows their developers to isolate staging and production layers cleanly, minimising testing downtime and maximising architectural safety.

Protecting a Certified B Corp Supply Chain

For MR MARVIS , sustainability is deeply embedded in the company’s foundation, not used as a marketing tool. They manufacture locally in Portugal, source organic fabrics, and adhere to strict Certified B Corp and GOTS standards. This commitment introduces intricate operational complexities, particularly in their fabric dyeing runs. To save resources, they upcycle their production water, which requires factories to strictly sequence manufacturing from light colours (like off-white and yellow) to dark colours (like navy and black).

Patchworks acts as the critical operational anchor here, ensuring real-time sales, inventory, and supply chain data flows smoothly through Odoo and Shopify. This reliable data stream feeds their forecasting tools, enabling the team to evaluate trends and pass optimised, data-driven production recommendations to their factories on an hourly basis.

From the Client: “Because our manufacturing process involves water upcycling—requiring specific color-sequence planning—the team now utilises data models to adjust production recommendations on an hourly basis to manage these complexities. Collecting data is easy, but making it useful and actionable is the hard part. Patchworks supports this operational mission by ensuring data flows efficiently through the supply chain.” — Kees Kraakman, Tech Lead

Transitioning to High-Performance GraphQL

Through Patchworks Professional Services, MR MARVIS has been systematically up-skilling its internal team to transition from legacy REST APIs to high-performance GraphQL operations. This technical evolution allows the brand to execute dense bulk operations, slashing total API operation counts and accelerating data processing speeds as transaction volumes scale.

What’s Next: The True Omnichannel Vision

With a stabilised operational foundation powered by Patchworks, MR MARVIS is executing an ambitious roadmap aimed at bridging physical retail with digital convenience:

  • Cross-Channel Omnichannel Returns: Unifying Loop Returns, Shopify POS, and Odoo via Patchworks to empower customers to purchase online and return seamlessly in-store.
  • 360-Degree Loyalty Frameworks: Aggregating store and digital purchase histories into a single customer profile to drive hyper-personalised loyalty programs.
  • Interactive In-Store RFID Kiosks: Planning physical store kiosks where customers can scan items via RFID tags to instantly view item-specific sustainability data, such as real-time CO2 reduction metrics.

Strategic Takeaways

  • Transition from Tactical Scripts to Modular Infrastructure: Early-stage startups often rely on quick-fix scripts and spreadsheet workarounds to maintain velocity. However, sustainable global scaling requires transitioning to a structured middleware layer—a “central plug socket”—that decouples systems and establishes a single, reliable source of truth.

  • Unlock Global Velocity with Reusable Blueprints: Expanding into new international territories or channels shouldn’t mean building integrations from scratch. By utilising a flexible iPaaS, brands can duplicate core data flows and apply minor regional configurations, spinning up new storefronts securely in days rather than months.

  • Feed Real-Time Data Directly Into Your Supply Chain: Modern operations, especially those navigating complex sustainability requirements like water upcycling, require highly accurate forecasting. Unifying your front-end channels, ERP, and 3PL onto a single integration layer ensures operational data flows smoothly enough to drive automated, hourly production recommendations.

  • Future-Proof with High-Performance API Standards: As your transaction volumes grow, legacy REST APIs can throttle performance and rack up operation counts. Proactively up-skilling internal teams to utilise modern standards like bulk GraphQL operations reduces API overhead, accelerates data processing speeds, and protects system stability during peak traffic.

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