DataQuant

CASE STUDIES

The outcomes our clients actually shipped.

Every engagement is anonymized — our clients prefer the win over the publicity. But the numbers are real, the industries are real, and the methods are the same ones we’d apply to your business

€21.5M

Revenue Protected

22%

Logistics Cost Reduction

11.9×

ROI Delivered

4 pts

Margin Recovered

6 Weeks

Deployment Speed

Industry

All

FMCG

Retail

Logistics

Finance

Capability

All

Pricing

Customer

Forecast

Spend

RETAIL · CUSTOMER ANALYTICS

Churn prediction saved €21.5M before customers left.

A European retailer with 280,000 customers needed visibility into silent churn. We identified 34,000 at-risk customers 90 days before they actually churned — allowing retention teams to intervene before revenue disappeared.

34K

At-risk customers identified

28% → 19%

Churn reduction

11.9×

Year-1 ROI

CLIENT OUTCOMES

Built around measurable commercial impact.

FMCG · PRICING

Trade promo ROI rebuilt — 4 points of margin recovered

European food producer with 1,200+ SKUs rebuilt 18 months of trade promotion history to identify ineffective promotions and optimize spend allocation.

5 Weeks Deployment

4 pts Margin Gain

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LOGISTICS · SPEND

Parcel spend audit cut logistics cost 22% in Q1

Line-item parcel invoice audit across €14M annual spend uncovered DIM leakage, surcharge inflation, and unused negotiated discounts.

€14M Spend Audited

22% Cost Cut

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FINANCE · AI

AP automation reduced cycle time by 60%

Agentic invoice automation deployed for finance operations, improving straight-through processing and reducing manual exception handling workload.

90% STP Rate

60% Faster

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OUR APPROACH

Every engagement follows a 90-day roadmap.

Quantify the commercial prize, leakage, churn risk, or forecasting blindspot.

Production-ready analytics deployed fast with measurable operational outputs.

Track commercial outcomes directly against revenue, margin, churn or spend metrics.

READY TO START?

Let's quantify the commercial prize hiding in your data.

No generic discovery call. No pitch deck. Just a structured conversation around the revenue, margin, churn or spend opportunity in your business.