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Build with AI.Launch with Subworkflow.

AI Software Development Studio · Product & Automation

AI got you to a working project faster than anyone expected but now, getting it ready for real users is where things stall. We bring battle-tested engineering expertise to keep the momentum going, ensuring the successful launch your project deserves.

Selected work

Helping teams bring their bold ideas to their market faster.

n8n GmbH

AI Native Automation · Berlin

Launched AI workflow templates initiative to drive marketing reach and sales. Installed by Millions.

AI workflowsContent creation

One.Five

Materials Lab · Hamburg

Launched paid reports generation and internal data capture pipelines. Cutting down manual work by days and increasing thoroughput by 10x.

Packaging intelligenceReport generation

GMI SRL

Food distribution · Milan

Launched AI vision classification workflows to process thousands of supplier documents a month. Increase thoroughput and reduced manual errors by 100%.

Order processingInbox to ERP

Fundmore

Finance startup · New York

Launched a proprietary financial document identification product processing hundreds of funding applications and bank statements daily.

Document UnderstandingTable processing

Pure Adventure

Holiday broker · London

Launched an operations intiative to automate multilingual payment reconciliation with AI. Boosting filing accuracy and response times by 90%.

Multilingual reconciliationInvoice processing

The difference

Built → Launched

Building it is no longer the hard part.

The distance between a product that works and one you can safely put in front of end users.

How we work

Start wherever you already are.

Whether you've got something that already works or a grand vision waiting to materialise, we're capable of meeting you wherever you find yourself in the project lifecycle.

Start a conversation →

If you're starting from an ideaAlready built something? Skip straight to Polish.

Where most teams join usBring what you've built. We take it from working to launched.

Optional

Discovery

We work together to define success and decide whether it's worth building at all.

Optional

Build

A working version in weeks, in front of real users. The proof before you commit.

Step 01

Polish

Auth, permissions, secrets, rate limits, monitoring - everything you're missing.

Step 02

Launch

We own the rollout: environments, deploys, rollback. We're with you when the lights come on.

Step 03

Measure

Usage, feedback, costs and errors instrumented, so you can see what's working.

Step 04

Scale

We stay on to extend it internally or externally. Meet production with confidence

Built with modern AI tooling

We work at the frontier and we'll take your team there too.

Claude Code and agentic tooling are core to how we scope, prototype and ship. It's why we move in weeks, not quarters.

Claude CodeOpenAI CodexAgentic workflowsEvals & observabilityMCP integrationsAgent HarnessesSystem DesignAutomated TestingAI DesignPrompt engineeringRAG pipelinesSkills developmentCI/CD automationMultimodal

Training engagements

Hands-on programmes that get your engineers productive with Claude Code and agentic tooling. Get insights from the Subworkflow team's experience and best practice.

Workshops

Focused sessions for product and ops teams. Focusing on practical use-cases where these tools help, where they don't, and how to build the habits that stick.

Talk to us about training →

Publications