Case studies

Proof through execution.

A selection of delivered work, told in full: where it started, what we built, how it unfolded step by step, and what the company got out of it.

Selected work

Visual · Complaints and Service Quality Office, Santé Québec Capitale-Nationale – Universitaire

Public health

Case 01 · Phase 1 delivered · 2025

How Santé Québec Capitale-Nationale lightened the handling of 5,000 complaints a year

Five tools delivered and in use within the first week, a trained team, and the next phase's intake pipeline already mapped end to end. All inside the existing secure environment, without touching a single system.

AI strategyReady-to-use toolsTeam training

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Manufacturing

Case 02 · Phase 1 delivered · 2025

How 3D Coupe took CNC quote estimating from 58 minutes down to 15

A chain of five agents reads the nesting reports, computes cut times and material, and returns a quoting report as a PDF. Measured across a dozen real tests.

Intelligent productionData & modelling

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B2B distribution and industrial sourcing

Case 03 · In production · 2025-2026

How an entire B2B sales role was automated, from the quote to the invoice

Quotes, purchase orders, bilingual correspondence, a website and commission invoicing. Four fronts, three custom systems, one sales role running on them every day.

AI acceleration & automationIntelligent productionInfrastructure

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Visual · B2B industrial equipment distributor

Industrial distribution

Case 04 · Analysis mandate · 2026

A travel budget that kept growing with no explanation, turned into decisions backed by data

Eight million itineraries narrowed down to five cost drivers, only one of which the company fully controls.

AI Advisory & TransformationData & modelling

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