Verity for fashion retail
A fashion line is a matrix of sizes and colours, and it dies unevenly. Verity tracks stock at the level the sale actually happens, so broken size runs surface while the season can still be bought into.
Runs alongside your existing billing. Nothing switches off on day one.
Verity / Store
LiveSeason sell-through
58%
Broken size runs
84
Return rate
11.4%
Ageing stock
₹34 L
Needs attention
Illustrative figures. Verity shows your own stock in this shape.
How the business runs
A style is not a line. It is a grid: sizes across, colours down, with wildly different velocity in each cell. A style that shows sixty percent sell-through can be entirely unsellable, because what remains is XS and XXL in the colour nobody wanted. The aggregate number says the buy worked. The matrix says it did not.
That gap is the defining problem of fashion retail, and it drives the two decisions that determine the season. The first is buying: how deep to go on sizes, which colours to repeat, which suppliers to back. The second is markdown: when to discount, by how much, and on what. Both are made against a calendar that does not wait, and both are usually made on aggregate figures because the matrix is too laborious to look at manually.
Returns are the third factor and the one most often absorbed. Fashion carries a return rate no other retail category tolerates, and returns are not evenly distributed — they cluster by supplier, by style and by reason. A supplier whose garments run small produces returns that look like customer indecision unless the reason is recorded.
The fourth is that stock sits in the wrong store. Fashion inventory is small, transportable and highly location-sensitive: the medium that is dead at one branch is the size another branch keeps turning customers away from.
Verity holds stock at size and colour level, records returns with their reason, and puts every store on one structure so the matrix, the markdown decision and the transfer are all visible from the same records.
What Verity calls these things
What gets in the way
Fashion retail difficulties come from decisions taken on style-level numbers when the business runs at size and colour level.
Sell-through hides broken size runs
A style at sixty percent looks healthy. What is left is the sizes nobody wears, and it will not sell at any price short of clearance.
In Verity Stock is held per size and colour, so a broken run is visible as a specific gap while a repeat order can still fix it.
Markdown timing is guessed
Discounting starts when the season feels over rather than when the sell-through curve says the remaining stock will not clear at full price.
In Verity Sell-through against week of season is a measured curve per style, so markdown becomes a timed decision with a number behind it.
Returns are absorbed rather than attributed
A return goes back on the rail. The reason — fit, quality, colour, changed mind — is not recorded, so a supplier whose sizing runs small looks the same as customer indecision.
In Verity Returns carry a reason and attach to the style and supplier, so return rate becomes a supplier and style metric.
Stock is in the wrong store
One branch turns away a customer for a medium that another branch is holding and will eventually mark down.
In Verity Availability across stores is one view at size level, and transfers are recorded movement rather than informal favours.
Buying repeats last season’s mistakes
Next season is bought against a general sense of what did well, because size-level performance by supplier was never assembled.
In Verity Sell-through, markdown taken and return rate by style, colour and supplier come from the same records the season produced.
Prior-season stock accumulates quietly
What did not clear moves to the back of the store and stops appearing in any conversation until it is a large number.
In Verity Ageing by season is a query, so carryover is visible by value while it is still worth clearing.
The complete system
One system across stock, buying, returns and stores. These are the parts a fashion business works with.
Inventory
Stock is held per style, size, colour, season, cost and location, and moves as it is received, sold, returned, transferred or marked down.
Why it matters here The sale happens at size and colour level, so every decision downstream of it — repeat, transfer, markdown, clearance — has to be made there too.
In practice A style at fifty-eight percent sell-through that is out of M and L in three stores is a repeat order, not a success.
Orders
Transactions record their lines at size level, the customer, the staff member, the discount applied and the reason on any return.
Why it matters here The return reason is the single most valuable and least recorded piece of information in fashion retail.
In practice Eleven percent return rate, of which four points are fit complaints concentrated on one supplier’s styles.
Suppliers
Suppliers are relationships with their orders, delivery performance, sell-through, markdown taken, return rate and outstanding balances.
Why it matters here Fashion buying is a series of bets on suppliers, and the evidence for the next bet is the last season’s numbers by supplier.
In practice A supplier whose styles sell well but return at twice the average is a different commercial proposition from the headline sell-through.
Relationships
Customers are records with their purchases, sizes, preferences, returns and interaction history.
Why it matters here Fashion has genuine repeat custom driven by fit, and knowing a customer’s size profile is what makes a call about new stock worth making.
In practice A new arrival in a customer’s size and preferred category is a specific reason to contact them rather than a broadcast.
Workflows
Markdowns, inter-store transfers, returns beyond policy and write-offs move through defined approval steps with a recorded reason.
Why it matters here Markdown is the largest discretionary decision in fashion retail and is frequently taken without any record of the reasoning.
In practice A markdown at week seven is an approval carrying the sell-through curve that justified it.
Locations
Locations roll into the business, with size-level stock, permissions and reporting following the same structure.
Why it matters here Fashion stock is highly location-sensitive, and the same size sells out at one branch while ageing at another.
In practice Twenty-six styles where one store holds what another is short of, surfaced as transfer candidates.
People
Staff are modelled once, and every sale, return, discount and transfer carries who handled it.
Why it matters here Conversion and average basket vary sharply by individual in a business built on assisted selling.
In practice Units per transaction and return rate by staff member, from the transactions themselves.
Records
Style details, images, care information and supplier agreements attach to the record they belong to.
Why it matters here Buying, transferring and marking down all require knowing what the style actually is, months after the person who bought it moved on.
In practice A carryover style being considered for clearance carries its original cost, its images and its supplier terms.
Reports and analytics
Sell-through by style, size and colour, markdown taken, return rate by reason and supplier, ageing by season and store comparison come from the operational records.
Why it matters here Fashion decisions are weekly and the season is short. Monthly reporting arrives after the decision window has closed.
In practice Sell-through against week of season per style, current, rather than compiled after the season ended.
Verity AI
Verity AI answers from your own stock, sales, return and supplier records, respects permissions, and can create assigned follow-ups.
Why it matters here The questions that matter cross the size matrix, the calendar and the supplier at once, which is why they are rarely asked.
In practice "Which styles are selling well but out of core sizes?" returns eighty-four, and one instruction raises the repeat orders.
Control
One permission model and one audit trail across every record.
Why it matters here Markdown authority and transfer authority are where a fashion business’s margin is decided, often at branch level.
In practice Cost and margin visible to buyers and owners; floor staff see availability, size profiles and customer history.
Communication
Comments, notifications and activity attach to the style, supplier or customer they concern.
Why it matters here The knowledge that a supplier’s garments run a size small exists on the shop floor and never reaches the buyer.
In practice Fit complaints recorded against a style are visible at the next buying decision rather than remembered by one manager.
Work in motion
These already happen. Recorded at size level, they become the numbers the next buy is made on.
Checking receipt at size level is what makes the sell-through curve trustworthy later.
The window for a repeat order closes long before the season does, which is why aggregate sell-through misses it.
Markdown becomes a decision with a curve behind it rather than a reaction to a slow week.
Without the reason a return is noise. With it, it is the earliest signal about a supplier.
Transfers stop being informal favours between managers and become recorded movement.
The next season is bought against the last season’s matrix rather than its headline.
Verity AI
Verity AI reads the same size-level stock, sales, return and supplier records the business runs on. It answers from your own stores, only shows what the person asking can see, and can turn the answer into work assigned to the buyer or the store.
Verity / Ask
Verity AI only returns what the person asking has permission to see.
Without chasing
Each runs from the size-level records at the point the condition is met.
When
A style sells out of its core sizes
When
Sell-through falls behind the curve for its week of season
When
A return is recorded with a fit or quality reason
When
One store is short of a size another holds
When
Stock passes into carryover
When
A discount exceeds the threshold
What you can understand
Season performance drawn from records created at the size the sale happens.
All of it comes from recording sales, receipts and returns at size and colour, which is the level the business already trades at.
One system, different ways of seeing it
Everyone works from the same records, and each role opens on what they need.
Owner
Is the season working?
Sell-through against plan, markdown taken, carryover value, return rate, store comparison.
Buyer
What should I repeat and what should I mark down?
Size-level sell-through, broken runs, supplier performance and return rate, ageing by season.
Store manager
What is on the floor and what is missing?
Availability by size, transfer candidates, returns to process, approvals pending.
Floor staff
Do we have this in her size?
Availability across stores at size level, customer size profile and history, alterations outstanding.
Accounts
What is owed and what was written down?
Supplier payables, markdown and write-off approved, daily takings, return credits.
Where it is used
Stock tracked at the level the sale happens, so a broken size run on a selling style is visible while a repeat order can still fix it.
Sell-through measured against week of season per style, so discounting is a timed decision with a curve behind it.
Returns carrying fit, quality, colour or changed-mind reasons attached to the style and supplier, turning noise into the earliest supplier signal.
One size-level view of availability across stores, with transfers as recorded movement rather than informal favours.
Sell-through, markdown and return rate by supplier and colour, so the next buy is made against the last season’s matrix.
Ageing by season with remaining size profile, so prior-season stock is cleared while it is still worth clearing.
Purchases, sizes and preferences on the customer record, so a new arrival is a specific reason to call rather than a broadcast.
Markdown and transfer authority as approvals with reasons and attribution.
Plain-language questions across the size matrix, calendar and supplier at once, with follow-ups assigned in the same step.
Getting there
Your billing software and the season buying sheets are mapped during implementation. Stock is brought across at size and colour, along with suppliers, customers and open balances, and Verity is introduced as the operational layer while the season continues.
Implementation runs about four weeks: discovery and mapping, configuration, migration, then an ongoing operations partnership.
Questions
Verity AI answers questions from your own size-level stock, sales, return and supplier records: which styles are selling but out of core sizes, what sell-through looks like against week of season, which suppliers have above-average return rates and why, which stores hold sizes others are short of. Each answer can become a repeat order, a transfer or a markdown review assigned to the buyer.
Yes, and that is the point. Stock is held per style, size, colour and season, because the sale happens there and so does every decision downstream of it. Style-level totals hide broken size runs, which is the characteristic way fashion stock dies.
Sell-through is measured per style against week of season, with the remaining stock profiled by size and colour, so a markdown is proposed with a projected clearance rather than started when the season feels over.
Returns carry a reason — fit, quality, colour, changed mind — and attach to the style and the supplier. That converts a return rate into a supplier signal rather than an unexplained cost of doing business.
Availability across every store is one view at size level, and transfers are raised, approved and recorded as movement. A size that is dead at one branch and short at another surfaces as a transfer candidate.
No. Your billing setup is mapped during implementation and continues to run. Verity is the operational layer over it — stock at size level, buying, returns, transfers, markdown approvals and the reporting across them.
Sell-through, markdown taken and return rate by style, colour and supplier come from the records the season produced, so the next buy is made against the matrix rather than against a general sense of what did well.
A single store still has a size matrix, a markdown calendar, a return rate and carryover stock. Those are the parts Verity handles. Additional stores add the transfer view without further setup.
About four weeks: discovery and mapping of how the business buys and trades, configuration, migration of stock at size and colour, then an ongoing operations partnership.
Broken size runs on good sellers are the fastest money in fashion retail and the hardest thing to see in a style-level report. Tell us how you track stock today.