Season performance · executive page

Sales are 7% behind last year, and stock is 12% ahead of it.

Twelve weeks into the fall season. Units sold are down 6.7% while stock is up 12%, so weeks of supply have risen from 14.2 to 18.6.
Sales vs LY-7.2%
Stock vs LY+12%
Weeks of supply18.6
Sell-through43%
CybexAI INSIGHTS
Executive answers
from governed retail data
Curate · Brief · Generate · Challenge · Repeat
Two kinds of insight. One data platform.
Static pages refresh with the nightly load. Dynamic pages are generated on demand from a dataset and a written brief.
16
briefs written today, one for each retail question
1 + 1
a governed dataset plus a written brief makes a page
Same day
a new question on Monday, a page on Monday
0
actions taken on their own: pages recommend, people approve
The definitions live in the brief, not in the model's head.
From data to decisions, automatically.
Every insight reads the same governed datasets as the reports and the applications.
1
Data platform

Every source system in one conformed model

2
BI analytics

Query templates are the extracts the briefs read

3
Statistical extract

Forecasts, indexes and thresholds

4
Insight datasets

One documented view per function

5
AI Insights viewer

Dataset plus brief makes an executive page

6
Applications

Act on what people approve

This is AI Insights
Every approved action shows up in next week's page
Fully automated: briefs rerun on schedule, pages ready every morning
01 · Curate and brief
A governed dataset and a written brief.
One documented view per question, and a brief that names the audience, the grain, every column, the formulas and the thresholds.
Dataset · season by week
Documented view, sized to fit one call
WeekDeptUnitsLYStock
+
Brief
The definitions live here
02 · Generate
The page writes itself.
An executive summary, a scorecard and ranked findings, each with its evidence in one line and one action.
Season performance · fall weeks 1 to 12

Sales are 7% behind last year, and stock is 12% ahead of it.

Sales vs LY-7.2%
Stock vs LY+12%
Weeks of supply18.6
Sell-through43%
03 · Challenge
Argue with the evidence.
Every finding shows its numbers, so a threshold can be disputed. An analyst changes one line of the brief, and the page reruns.
Finding 3 · stock against demand
3
Selling style-colours hold 195% of their demand. Buy only the gaps, about $32K. Action: cut the in-season reorder list to the gaps.holding 195% · threshold 150% · 412 style-colours flagged
Merchandise planner150% is too tight for basics, which we hold deep on purpose. Use 200% for the basic programme.
Brief · one line changed
over_threshold = 1.50 1.50, basics 2.00
Page rerun412 style-colours flagged becomes 268. The basics drop out, the fashion overbuys stay, and next week's page uses the same rule.
04 · Repeat
Same brief, next week.
Because the definitions do not move, this week's page is comparable to last week's. A coached cashier or a rebalanced size curve shows up.
Week 37
Size curve balance
27%
of letter-size stock in XL, which sells 23% of units
Cashier exceptions, Store 14
9
Week 38
Same brief, same rule
25%
after the XL transfer-out and a lighter reorder
Cashier exceptions, Store 14
2
XL share of stock
Weekly, same brief
333435363738
05 · The viewer
Every brief, one viewer.
Merchandising, assortment, distribution, sales audit, store operations and private label, each page ready before the morning meeting.
Cybex AI Insights
Briefs
Merchandise plan
Assortment and size
Distribution and DC
Sales audit and LP
Store operations
Private label

Size curve balance · fall

All stores · generated 06:00 · share of stock against share of sales, by size
Letter sizes, share of sales
80%
XL stock above its sales
+4 pts
Stock to release
$30K
AI insight
Automation and Optimization.
Every night the datasets refresh and the briefs rerun. Executives start the day with the answer, not a request for one.
↓
Time to an answer

A new question answered the same day

↑
Comparable

Same brief, same rules, every week

↑
Trust

Every finding carries its numbers

→
People decide

Pages recommend, people approve

CybexAI INSIGHTS
Executive answers. Every morning. From your own data.
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