Proven Outcomes

AI systems that are already working.

Real projects, real clients, real outcomes. From manufacturing to legal tech, here's what happens when AI is built for the business, not for the demo.

Featured · AI Engineering · Manufacturing

How Desmarais & Gagné quotes more work without adding estimators

Desmarais & Gagné Inc. · Granby, QC

A supervised AI system that picks up RFQs from Outlook, reads technical drawings, plans shop operations and prices them with 21 machine-specific cost engines, so estimators review drafts instead of starting from zero.

725+
RFQs a year
21
Cost engines
Read the full story →
Desmarais & Gagné Inc.
Hélios Immobilier
AI EngineeringProperty Management

How Hélios Immobilier turned condo inbox overload into ready-to-review drafts

Hélios Immobilier · Québec, QC

An AI agent that reads incoming email, finds the right syndicate's documents and drafts replies directly in Rooftop for review. It never sends on its own, and asks the manager on Telegram when it is unsure.

Draft-only
Human approval
Per-syndicate
Data isolation
Groupe ERP
AI EngineeringDistribution

From purchase order email to NetSuite sales order, with the team handling only the exceptions

Groupe ERP · Laval, QC

A platform that sorts every email in the shared inbox, reads purchase orders from emails, PDFs and faxes, matches customers and quotes, and creates sales orders in NetSuite for review. Hosted in the client's own Azure in Canada.

Email → NetSuite
Order entry
31,700+
Customer accounts matched
Mathias Marine Sports
AI EngineeringMarketing AI

How Mathias Marine Sports creates on-brand social posts for four brands from a single chat

Mathias Marine Sports · Saint-Mathias-sur-Richelieu, QC

One chat that turns a request into a branded visual with real prices, Québec French captions and a Hootsuite post scheduled at a good time, across four brands, with the team approving every step.

4 brands
One agent
Hootsuite
Scheduling built in
0
Invented prices
TravailDirect
AI EngineeringAI TransformationHR Tech

How TravailDirect fills last-minute shifts for restaurants, hotels and events

TravailDirect · Quebec

A complete iOS, Android and web marketplace where restaurants, hotels and event companies post shifts and vetted workers apply, with Stripe Connect payouts, Québec taxes and automated reminders. Live on both app stores six weeks after the first commit.

6 weeks
To both app stores
9
Automated jobs
Tellyo
AI EngineeringVoice AI

How Tellyo answers business calls in Québec French and English with a voice AI agent

Tellyo · Quebec

A phone agent that speaks Québec French and English, switches language mid-call and transfers to a human when needed. Each client's personality and knowledge live in a simple configuration file. Data is hosted in Canada and transcripts are anonymized automatically before storage.

Bilingual
FR-QC + EN
~5 weeks
To production
ARTFCL
AI EngineeringE-commerce

Turning AI-generated art into purchasable products for e-commerce

ARTFCL · Montreal, QC

An embeddable widget and Shopify app that let shoppers generate custom artwork with Flux and buy it as a framed print, with every order sent to the print partner automatically.

Flux + OpenAI
Image generation
Shopify
Orders to print, automated

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