Case studies

Mandates, not promises

Here are some of our projects. Additional engagements, carried out under confidentiality agreements, are not listed here.

Data engineering and automation with no SaaS fees

Provincial electoral campaign 2026 — Montreal riding

The challenge

Competing against an established electoral machine with a tightly controlled budget, without recurring software subscriptions, while pinpointing where to focus door-to-door canvassing and signage to maximise every vote.

The solution

Decision mapping combining official vote data, Statistics Canada census and OpenStreetMap to segment more than 100 polling divisions. Reallocating 40% of signage material to main arteries and prioritising 23 key divisions concentrating 70% of volunteer effort. Development of a proprietary email engine connected to Microsoft 365, replacing paid external solutions.

Results

ATLAS modelling (Grand Strategic Atlas & Victory Master Plan): predictive modelling of the electoral progress trajectory
No monthly software subscription: email engine managed in-house
Optimal deliverability of official communications and fundraising invitations

From invisibility to AI engine recommendation

International business network

The challenge

An international platform had accumulated years of technical debt: unreadable web addresses, outdated sitemap, no structured data. As a result, AI engines were unable to understand and recommend its services.

The solution

Unblocking the access infrastructure (routing, dynamic sitemap, server optimisation), then activating semantic sovereignty: advanced structured data and the llms.txt standard to turn content into answers AI engines can use.

Results

Phase 1 (Initial Audit V1 — Score 30/100): a site technically locked down by 15 years of technical debt (obsolete 2019 sitemap, indecipherable encrypted URLs, Wimmania server slowdowns, total invisibility to AI engines).
Phase 2 (Intermediate Audit V2 — Score 54/100): unblocking the infrastructure (cleaned-up robots.txt, dynamic 1,518-page sitemap, new readable URLs and 301 redirects).
Phase 3 (Final Validation V3 — Score 98/100): full activation of semantic identity and Knowledge Graph (Schema.org data, /llms.txt standard, homepage canonical and optimised meta descriptions).
Today, the site is no longer just crawlable: it is formally understood, qualified, and ready to be recommended with priority by artificial intelligence engines (ChatGPT, SearchGPT, Claude, Perplexity, Gemini).

Cutting website creation time by five

Destinée Harvey — Visual identity architect

The challenge

A manual, time-consuming design process (10 to 15 hours per project) limited her capacity to take on new clients, with no modern animation to reflect the quality of her graphic work.

The solution

A design workflow combining visual design and artificial intelligence: structure generation in 15 to 30 minutes, animations added without code, instant client validation via preview link, and self-editing autonomy for the client.

Results

More than 80% reduction in production time per project
Streamlined client feedback through live sharing links
Premium visual output reinforcing her positioning

“Going from more than 10 hours of manual work to an animated mock-up ready to share in 15 to 30 minutes completely changes the game. My clients love seeing their site live and editing their own text.”
— Destinée Harvey

A personal AI agent for an executive

Katchoo — Tamaro Diallo, M.Sc., founder

The challenge

An SMB executive was overwhelmed by daily administrative tasks, both professional and personal, with limited time to handle them.

The solution

Design of a personalised artificial intelligence agent, accessible directly on phone and computer: email replies, reminder management, assistance with internal processes and the company’s day-to-day life.

Results

Assistant available at all times, on phone and computer
Assisted handling of emails and reminders
Support for internal processes and personal organisation

Your project could be next

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