Context is scattered
Product details, brand voice and storefront constraints live in different places.
Early-stage commerce technology · France
Practical AI workflows for independent Shopify merchants.
NuageTec is building a focused workspace that turns store context, product information, brand guidelines and merchant goals into review-ready commerce work.
- Legal operator
- ILHAN NUAGE · French sole proprietorship
- Founded
- May 7, 2024
- Registration
- SIREN 980 463 293
- Focus
- Shopify commerce workflows
The problem
Running a storefront still means too much fragmented work.
Independent merchants move between product data, brand rules, theme settings and generic AI tools. The context gets lost, the output becomes inconsistent and every result still needs careful review.
Generic output misses the brand
Prompts without store context create copy and recommendations that are difficult to use.
Merchants need control
Commerce work must stay reviewable, editable and approved by the business owner.
The product approach
One clear workflow from store context to approved output.
NuageTec is designed as a focused layer between merchant inputs, Claude-assisted processing and human-approved commerce deliverables.
- 1
Input
Bring the business context
The merchant provides product records, brand guidelines, theme configuration and a specific business goal.
- 2
Claude-assisted work
Structure and generate
Claude interprets the context, organizes the information and drafts relevant content or storefront recommendations.
- 3
Output
Review before use
The merchant receives an editable result and decides what to approve, change or reject before publication.
Tested Claude API prototype
Claude has a defined, transparent role.
The server-side integration is now under active evaluation. Three synthetic API cases have been completed. The purpose is not to add a generic chatbot, but to use Claude for bounded commerce tasks with clear inputs, structured outputs and human oversight.
01 · Input
Merchant-owned context
Product information, brand rules, storefront configuration and explicit merchant instructions.
02 · Processing
Context-aware assistance
Claude structures the supplied information, drafts content and suggests relevant storefront improvements.
03 · Output
Review-ready work
Clear drafts and recommendations designed for editing, comparison and approval by the merchant.
04 · Control
Human approval
No autonomous publishing. The merchant remains responsible for every change applied to the store.
Build status
What exists today — and what comes next.
Today
Working API prototype
Three documented synthetic evaluations completed with Claude Sonnet 4.6. The first review exposed unsupported regulatory references, and the prompt was hardened before the next tests.
Next
Merchant pilot
Interview independent Shopify merchants, test consented non-sensitive workflows and measure review time, draft acceptance and required corrections.
Use of credits
Evaluation and safety
Anthropic API usage is dedicated to documented commerce evaluations, prompt iteration, safety testing and a future human-reviewed merchant pilot.
Merchant feedback
Real feedback only — collected with permission.
NuageTec publishes feedback only after a real Shopify merchant has tested a consented workflow and approved the wording shown here.
Pilot recruitment open
No merchant testimonial has been published yet.
We are currently recruiting independent Shopify merchants for the first human-reviewed pilot. This transparent status will be replaced only by verified, consented feedback.
Company
A verifiable French business building for commerce.
NuageTec is the commercial brand and product initiative of ILHAN NUAGE, a French sole proprietorship created on May 7, 2024 and registered under SIREN 980 463 293.
The legal business is registered for specialized distance selling. NuageTec builds on that direct commerce experience to develop practical software workflows for independent Shopify merchants.
Verify the business with INSEEContact
Verification questions or an early merchant conversation?
Contact the founder for company verification, product information or to participate in an early human-reviewed Shopify merchant pilot.
ilhan@nuagetec.info