DataQuant

Markdown Case

How a €620M European apparel retailer recovered €7.8M in margin across 320 stores by replacing calendar-driven markdowns with AI-powered sell-through optimisation and store-cluster pricing intelligence.

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FMCG SKU AI Case

From Spreadsheets to SKU-Level AI How a European confectionery manufacturer lifted forecast accuracy by 17% across 12,400 SKUs — and recovered €5.2M of margin in the process. EU CONFECTIONERY MANUFACTURER  ·  €420M REVENUE · 12,400 SKUS  ·  ENGAGEMENT: 16 WEEKS +17% FORECAST ACCURACY €5.2M MARGIN RECOVERED 4.1→2.6% STOCK-OUT RATE €11M WC RELEASED Illustrative case based […]

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Working Capital Case

From 67 to 49 Days How a €450M EU industrial distributor released €18M of trapped working capital — and reframed the CFO’s strategic options for the year ahead. EU INDUSTRIAL DISTRIBUTION  ·  €450M REVENUE  ·  ENGAGEMENT: 18 WEEKS €18M CASH RELEASED 67→49 DSO IN DAYS −27% COLLECTION CYCLE 14× YEAR-1 ROI Illustrative case based on […]

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Parcel Contract Case

The Parcel Contract Rewrite How a €15M EU carrier programme produced 22% spend reduction — and €3.4M of recurring annual savings — through line-item audit and RFP analytics. EU MID-MARKET SHIPPER  ·  €15M ANNUAL PARCEL SPEND  ·  ENGAGEMENT: 16 WEEKS 22% SPEND REDUCED €3.4M ANNUALISED SAVINGS 9 SURCHARGE CAPS 4 wks TO INITIAL AUDIT Illustrative […]

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Silent Churn Case

Stopping Silent Churn How a European subscription retailer cut annual customer loss from 28% to 19% — and recovered €21.5M of revenue in a single year. EU SUBSCRIPTION RETAIL  ·  €340M REVENUE  ·  ENGAGEMENT: 14 WEEKS €21.5M REVENUE SAVED 11.9× YEAR-1 ROI 28→19% CHURN REDUCED 6 wks TO PRODUCTION Illustrative case based on engagement patterns […]

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Deal Desk Case

How a €280M Industrial Distributor Recovered 3.4 Margin Points Through deal-desk analytics — €9.5M of recurring annual margin from a programme that took 18 weeks from kickoff to first measured outcome. EU INDUSTRIAL DISTRIBUTION  ·  €280M REVENUE · 12 COUNTRIES  ·  ENGAGEMENT: 18 WEEKS €9.5M MARGIN RECOVERED +3.4 pts GROSS MARGIN 91→73% APPROVAL RATE 18 […]

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