← Work
Client
Price intelligence firm
Sector
Price intelligence for grocery retail
Year
2021
Duration
5 years and counting

3.2 million surveys. Nobody has ever retyped one.

Agents survey prices in store, across four French overseas territories. The surveys had to travel back, be checked one by one, then be consolidated before they were any use at all.

At several thousand references per round, collection was never the bottleneck. It was everything that came afterwards.

3.2M
surveys processed
1,200
users
4
overseas territories
0
re-entry back at the office
01

Capture happens where the price is

The agent reads the price on the shelf, photographs the label, and the data is gone. No notebook, no evening spent retyping at the office, no gap between what was seen and what was recorded.

Today’s round · Martinique
Reference
4412 — Semi-skimmed milk 1L
Price surveyed
2.14 €
shelf label photographed

18 of 42 references · synced

field capture — mock-up pending a cleared screenshot
02

The checking nobody does by hand any more

Label photographs are read and checked automatically. Only doubtful cases reach a human. The volume the firm can handle changed order of magnitude without the verification team growing by a single person.

surveys · Q3 2026
Q3 20264 territoriesVariance > 0.05
Ref.DescriptionSurveyedAgreedVarianceStatus
4412Semi-skimmed milk 1L2.142.06+0.08Cleared
4418Long grain rice 1 kg3.904.02−0.12Cleared
4501Sunflower oil 1L5.255.10+0.15Check
4507Plain flour 1 kg1.481.45+0.03Cleared
4512Caster sugar 1 kg1.921.88+0.04Cleared
4530Macaroni 500 g1.151.19−0.04Check
4544Ground coffee 250 g3.683.52+0.16Cleared
4551Unsalted butter 250 g2.842.71+0.13Cleared
Surveys processed3,204,118
Mean variance1.8%
Territories4
Martinique34 %
Guadeloupe28 %
French Guiana19 %
Réunion19 %
verification screen — mock-up
03

An agent sees their round. A director sees four territories.

The separation lives in the software, not in the discipline of the teams. It is exactly what a shared file will never do, however careful the people using it.

analysis · Q3 2026
Q3 20264 territoriesVariance > 0.05
Ref.DescriptionSurveyedAgreedVarianceStatus
4412Semi-skimmed milk 1L2.142.06+0.08Cleared
4418Long grain rice 1 kg3.904.02−0.12Cleared
4501Sunflower oil 1L5.255.10+0.15Check
4507Plain flour 1 kg1.481.45+0.03Cleared
4512Caster sugar 1 kg1.921.88+0.04Cleared
4530Macaroni 500 g1.151.19−0.04Check
4544Ground coffee 250 g3.683.52+0.16Cleared
4551Unsalted butter 250 g2.842.71+0.13Cleared
Surveys processed3,204,118
Mean variance1.8%
Territories4
Martinique34 %
Guadeloupe28 %
French Guiana19 %
Réunion19 %
consolidated analysis — mock-up

Under the bonnet

  • Mobile application
  • Label recognition
  • Role-based permissions
  • High-density analysis