Balance the categories
See where the range is heavy or thin.
- Start with
- Category and subcategory fields
- Work through
- Compare the planned depth against the range structure you supplied.
- Continue with
- Gaps and over-weighted areas to review.
Merchandising review
Pressure-test the range. Before it locks.
Upload an XLSX or CSV line plan. T-Fashion Agent finds category gaps, duplication, weak price architecture, and seasonal imbalance, then ranks what to review first.
- Runway evidence
- Kept in context
- Editable outputs
- Kept in context
- Team review
- Kept in context
T-Fashion workspace
Connected workflow Line plan · XLSX
FW27 collection plan
CategoryPlanGap
Outerwear30-2
Knitwear18+6
Dresses12+4
Accessories22+4
Working across the platform
Find the range gaps we should discuss before the plan locks.
InsightsExploreStudioMoodboards
Result
FW27 range audit
Outerwear is over-weighted while knitwear lacks entry-price depth.
01 Category balance
02 Price ladder
03 Style overlap
Ready for the next step
Prioritized range audit
Trusted by fashion teams
The platform flow
Built into T-Fashion, not beside it.
The platform remains the product. Agent helps carry evidence and instructions between the tools your team already uses.
- 01 Read
Insights
Turn runway coverage into structured season signals.
- 02 Find
Explore
Search the visual archive for the references that matter.
- 03 Create
Studio
Develop concepts from your references and direction.
- 04 Align
Moodboards
Bring evidence and creative work into one shared board.
Agent supports this workflow. It does not replace the product surfaces or your team’s decisions.
Explore the Fashion OS → What it helps with
Three lenses for a clearer range.
Reduce duplication
Find products competing for the same role.
- Start with
- Category, silhouette, color, and price attributes
- Work through
- Surface similar styles and explain the overlap.
- Continue with
- Clear candidates to differentiate or remove.
Strengthen price architecture
Find compressed bands and unexplained jumps.
- Start with
- Supplied retail or wholesale prices
- Work through
- Review spacing, entry points, and crowded bands.
- Continue with
- Price-structure questions for the commercial team.
Start with the work
Turn the next range review into a decision session.
The Agent reads the file you supply. It shows the evidence behind each finding and does not invent sales or demand data.
- Find category gaps and duplicated product roles.
- Check whether the price ladder has weak or crowded bands.
- Rank the three changes we should discuss first.
- Separate confirmed findings from assumptions to validate.
Line plan · XLSX Category structure Balance findings→
Style attributes Role and overlap Duplication review→
Price fields Band distribution Price-ladder risks→
Plan context Finding priority Range review agenda→
Review before action
An audit, not an invented forecast.
The Agent reviews the line plan you provide. Add sales, demand, or trend context only when you want those inputs considered.
- 01
Show the supplied evidence
Every finding links to fields and values present in the file.
- 02
Make assumptions explicit
The Agent marks what needs team or commercial confirmation.
- 03
Prioritize the discussion
High-impact range decisions move to the top of the review.
Add context before the range locks.
FAQ
Questions before you start
Use Agent with the same evidence, product tools, and review process your team already uses.
Which line-plan files can I upload?
The line-plan audit supports XLSX and CSV files.
What does the Agent check?
It checks category balance, price structure, duplication, and seasonal gaps, then ranks the highest-impact findings.
Does it predict sales?
Not from a line plan alone. It reviews the supplied file and context. It does not invent sales or demand data.
Bring the line plan to your next review.
Start with an XLSX or CSV file and the decision your team needs to make.