Fashion's margin problem is operational: high returns, heavy catalogs, and fit questions that flood support.
Return rates of 15-40% run through a manual workflow with no self-serve portal, so each return burns staff time and goodwill. That is the constraint every fashion brands operator hits in the first 90 days of growth.
The storefront struggles with large image-heavy catalogs and variant logic, so it loads slowly and merchandising is painful to update. The shops that compound are the ones who fix this in the systems underneath before they throw bodies at it, but most operators try the reverse and pay tuition for 18 months.
Size, fit, and exchange questions drive heavy support volume that scales with order count. Inparlor's engagement for fashion brands reflects that, we build the software stack against how the operation actually runs, not against the vertical brand. Support tickets per 100 orders of 10-25 is the number the systems have to protect.
15-40%
Return rate
10-25
Support tickets per 100 orders
$75-$280
Average order value
25-45%
12-month repeat rate
Web apps and complex sites that do real work, not just look good.
Chatbots, AI agents, and RAG assistants that ship to production, not demos.
Custom software that replaces the spreadsheets and duct tape, shipped in quarters, not years.
Automate the manual processes your team does by hand all day.
Senior engineers on retainer, not on a ticket queue.
Odoo implemented around how you actually operate.
A returns portal that handles the 15-40% return rate without burning staff time on each one, replacing the manual workflow that costs time and goodwill.
A storefront that handles large image-heavy catalogs and variant logic so it loads fast and merchandising is easy to update, not painful.
An assistant that fields size, fit, and exchange questions, so the 10-25 tickets per 100 orders stop scaling with order count.
We sync inventory and variant data across the store, warehouse, and any wholesale channel so oversells stop happening.
Tell us about your current numbers and what is broken. We respond with scope, pricing, and timeline inside 48 hours.
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