Automation layer
AI Systems Integration
Automation and orchestration that connect the tools your business already uses.
Montreal, QC · Available Worldwide
I build AI‑powered systems that turn business bottlenecks into execution engines.
Founder · AI Systems Architect · Builder
Web infrastructure, lead generation, localization, and automation for operators who need systems that ship.
01 — What I Build
Systems, not one-off services.
I turn business problems into connected workflows teams can actually use.
Pipeline design
Lead Generation Engines
Prospecting systems that deliver qualified, ranked opportunities to your sales team.
Production web
Web Infrastructure
Fast, premium websites with clean CMS structure and deployment discipline.
Market expansion
Video & Localization Pipelines
AI-supported dubbing, captions, and multilingual content built for fast market expansion.
Execution map
Automation Strategy
Clear system maps and operator-ready plans for teams that need execution, not theory.
02 — Engagements
Clear ways to hire the architecture.
Each engagement is packaged around a business outcome: diagnose, build, deploy, improve.
01Recommended entry point
Primary diagnostic path
AI Systems Audit
Best for
Owners who sense inefficiency but need a clear build path.
2–3 day workflow diagnosis + build roadmap
You receive
- Workflow map
- Automation opportunities
- Priority build roadmap
Outcome A clear architecture plan before money is wasted on tools.
Request this audit 02Revenue system build
Lead Intelligence Engine
Best for
Sales teams that need better targets and ranked opportunities.
7–10 day prototype system
You receive
- ICP scoring logic
- Research workflow
- Weekly ranked prospect output
Outcome A repeatable prospecting system instead of random lead hunting.
Build this engine 03Digital foundation sprint
Premium Web Infrastructure
Best for
Businesses that need a serious digital foundation, not a brochure.
5–14 day deployment sprint depending on scope
You receive
- Landing architecture
- CMS content model
- Deployment-ready build
Outcome A premium site that scales into campaigns, content, and localization.
Plan this infrastructure 04Market expansion pilot
Bilingual Localization Pipeline
Best for
Brands entering Quebec or serving multilingual markets without slow manual work.
72-hour pilot workflow for one content set
You receive
- FR/EN parity checks
- CMS localization workflow
- Video/content adaptation path
Outcome Bilingual assets that stay consistent across every customer touchpoint.
Start localization pilot 03 — Intelligence Layer
The value is not the tool. The value is the operating layer.
AI earns its value only when it is wired into the real workflow.
AutomationOrchestrationLocalizationLead SystemsWeb Infrastructure
04 — How I Build
From bottleneck to architecture.
Every build starts with the business outcome, then becomes a clean system.
DiscoveryArchitecturePrompt logicAutomationCMS / WebQA loopDeploymentIteration
Diagnose the bottleneck
Find the exact point where manual work or fragmented tools cost momentum.
Design the system
Define inputs, logic, automations, and outputs before anything gets built.
Ship the execution layer
Build the site, lead engine, or automation stack to run in production.
Improve the loop
Measure, remove friction, and turn the build into a repeatable advantage.
05 — Proof of Direction
Premium visuals are the surface. Operational clarity is the product.
The brand feels cinematic because the work underneath is architectural.
Systems thinking from real support, sales, and service.
AI, lead, web, and localization systems.
Strategy to iteration, handled as one connected system.
06 — Selected Work
Business builds with system logic.
Each build is framed as a case-study system: problem, architecture, output, result.
01 / 03Web Build
Business Web Infrastructure
CMS-driven web infrastructure for fast deployment and bilingual scale.
24h Launch-ready bilingual web architecture, cleanly structured
System evidence
CMS mapPage hierarchyDeploy checklistLocalization model
Problem
A premium site that supports campaigns and bilingual content — not a static brochure.
System
Content model, CMS logic, deployment workflow, and conversion-first structure.
Output
A scalable foundation for landing pages, services, and SEO.
Deliverable Set
Architecture package: CMS, deployment, and bilingual rules.
Metric Context
deployment-minded architecture target
02 / 03Lead System
Lead Intelligence Engine
Automated prospecting that scores target accounts and prepares a ranked weekly list.
5–10 Qualified weekly opportunities prepared automatically
System evidence
ICP scoringResearch workflowWeekly outputQA logic
Problem
Sales starts too late — the team is stuck researching and guessing fit.
System
ICP filters, enrichment, scoring, and a clean weekly output.
Output
A ranked engine that turns market noise into usable targets.
Deliverable Set
Operating package: scoring rules, research inputs, and QA.
Metric Context
qualified opportunities per weekly batch
03 / 03Localization
Bilingual Localization Pipeline
Production localization with bilingual parity checks and component-level consistency.
100% Consistent bilingual parity across fields, pages, and components
System evidence
FR/EN parityField mappingComponent rulesReview workflow
Problem
Bilingual content breaks when everything is translated separately, with no system.
System
FR/EN field mapping, parity rules, QA checklist, and review flow.
Output
A repeatable pipeline that protects brand consistency and moves faster.
Deliverable Set
Operating package: field parity, component rules, and review handoff.
Metric Context
parity target across critical bilingual fields
07 — Builder Identity
Strategic enough to architect. Hands-on enough to ship.
Enterprise telecom, customer-facing problem solving, and a builder’s approach to AI and web systems.
Enterprise calm
Strategy, trust, and advisory presence
Builder energy
Hands-on product and AI execution
Operator mode
System design turned into work
Cinematic technologist
The future-facing brand moment
08 — About
Built from enterprise operations, customer pressure, and hands-on AI execution.
Nearly two decades in Bell Canada’s telecom operations shaped how I build: clear systems that survive real-world pressure.
Today I turn fragmented tools and slow delivery into AI-assisted systems that are easier to run and scale.
Nearly two decades in enterprise telecom operationsMontreal-based, available worldwideAI workflows, web systems, localization, and automationHands-on builder mindset from strategy to deployment
09 — Let’s Talk
Tell me your bottleneck.
I’ll tell you whether it can be automated, systemized, or localized.