Commerce foundation
Make the store and sales channels easier to run, update and scale.
- Shopify build or optimisation
- Product, checkout and fulfilment flows
- Marketplace catalogue synchronisation
What I build
Three systems.
One calmer operation.
We begin with the bottleneck costing you the most time, then build only what your business genuinely needs.
Content engine
Turn brand knowledge and product data into consistent, reviewable content.
- Product and lifestyle visual workflows
- Product copy, editorial and social drafts
- Multilingual adaptation and publishing
Operations automation
Reduce the recurring admin that quietly consumes a founder’s week.
- Customer-care draft responses
- Stock and reorder signals
- Organised accounting handovers
Working case study
Mangará Atelier
I built and continue to operate my own footwear brand. It is the environment where I test what genuinely saves a founder time and where I learn which automations still need a human decision.
Visit the live store ↗The challenge
One founder managing the store, product information, content, customer experience, marketplaces and recurring administration.
What I built
A connected operating system around Shopify, AI-assisted content, product imagery, approval workflows, marketplace connections and organised back-office processes.
How it works
Brand and product data create the first draft. I review and approve the output. The system then completes the repetitive publishing or preparation steps.
The practical result
Information is handled once and reused across channels, repetitive work is reduced, and the founder remains in control of every customer-facing decision.
The safest first step
Fashion Operations Audit
A focused review of the repetitive work inside your brand. We identify where time is being lost, what should be automated, what should stay human, and which opportunity is worth building first.
Ask about the auditWorkflow mapA clear picture of the tasks and handoffs taking your time.
Opportunity shortlistPrioritised by value, complexity and business risk.
Practical next stepA build recommendation you can act on, with me or independently.
How we work
Clear from first message to handover.
I advise and implement. You understand what is being built, approve the important decisions, and keep control of your systems.
1
Fit conversation
You tell me the task, the business context and what is making it difficult today.
2
Audit and priorities
I map the workflow, identify useful automation opportunities and flag what should remain human.
3
Proposal and build
We agree on a focused scope. I build, connect and test the system using your real process.
4
Training and handover
You receive a clear operating process, approval points and guidance for using it confidently.
5
Optional optimisation
I can stay involved to improve the workflow as your catalogue, channels or team evolve.
This is likely a good fit if…
- You run an independent fashion or lifestyle brand.
- Your team repeats the same content, commerce or admin tasks.
- You want implementation, not a generic AI presentation.
- You value human review before anything customer-facing goes live.
It may not be the right fit if…
- You want an unattended system making every decision.
- You need a large enterprise transformation programme.
- You are looking only for a one-off AI workshop.
- Your processes or product data cannot yet be shared or documented.
Founder to founder
“I know the difference between an impressive demo and a system you can actually run on a Monday morning.”
Patricia Cossettin
Founder, Mangará Atelier · Fashion Operations & AI Consultant · Brussels
Common questions
Before we talk
Do you provide strategy or implementation?
Both. We first decide which workflow is worth improving, then I can build, test and document the system rather than leaving you with recommendations alone.
Will AI publish or contact customers without approval?
Not unless that is an explicitly agreed, low-risk workflow. Customer-facing content is designed around human approval points so you retain editorial and brand control.
Do I need an internal technical team?
No. I design the system so a small brand team can operate it. If specialist development is genuinely required, that will be made clear before the work begins.
Can the system work in several European languages?
Yes. Content can be adapted for each target market and placed into a review workflow before publication. Native or specialist review may still be appropriate for sensitive copy.
How do you handle confidential business and customer data?
We minimise the data each workflow uses, choose tools deliberately, and agree on access and approval boundaries before implementation. Any project involving personal data is scoped with GDPR responsibilities in mind.