{
    "id": 4703,
    "date": "2026-04-28T21:51:08",
    "date_gmt": "2026-04-29T01:51:08",
    "guid": {
        "rendered": "https:\/\/agence3a.ca\/fr\/?p=4703"
    },
    "modified": "2026-04-30T07:50:22",
    "modified_gmt": "2026-04-30T11:50:22",
    "slug": "how-to-choose-your-automation-and-ai-agency",
    "status": "publish",
    "type": "post",
    "link": "https:\/\/agence3a.ca\/en\/how-to-choose-your-automation-and-ai-agency\/",
    "title": {
        "rendered": "How to Choose Your Automation and AI Agency: the 3 Pillars of Automation that Lasts"
    },
    "content": {
        "rendered": "<div data-elementor-type=\"wp-post\" data-elementor-id=\"4703\" class=\"elementor elementor-4703\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-69f15fc2425f1 e-flex e-con-boxed e-con e-parent\" data-id=\"69f15fc2425f1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-69f15fc2425e7 elementor-widget elementor-widget-html\" data-id=\"69f15fc2425e7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t\t<style>\/* Inline styles converted to CSS *\/\n.metasync-inline-1 { border-collapse: collapse; }\n.metasync-inline-2 { border: 1px solid rgb(193,193,193); padding: 6px; background-color: rgb(233,233,233); text-align: center; }\n.metasync-inline-3 { border: 1px solid rgb(193,193,193); padding: 6px; background-color: rgb(233,233,233); text-align: center; }\n.metasync-inline-4 { border: 1px solid rgb(193,193,193); padding: 6px; background-color: rgb(233,233,233); text-align: center; }\n.metasync-inline-5 { border: 1px solid rgb(193,193,193); padding: 6px; }\n.metasync-inline-6 { border: 1px solid rgb(193,193,193); padding: 6px; }\n.metasync-inline-7 { border: 1px solid rgb(193,193,193); padding: 6px; }\n.metasync-inline-8 { border: 1px solid rgb(193,193,193); padding: 6px; }\n.metasync-inline-9 { border: 1px solid rgb(193,193,193); padding: 6px; }\n.metasync-inline-10 { border: 1px solid rgb(193,193,193); padding: 6px; }\n.metasync-inline-11 { border: 1px solid rgb(193,193,193); padding: 6px; }\n.metasync-inline-12 { border: 1px solid rgb(193,193,193); padding: 6px; }\n.metasync-inline-13 { border: 1px solid rgb(193,193,193); padding: 6px; }<\/style>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-69f15fc2424bd metasyncPara elementor-widget elementor-widget-text-editor\" data-id=\"69f15fc2424bd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">Choosing an automation and artificial intelligence (AI) agency isn&#8217;t just about comparing websites or pricing pages. The real difference comes down to <strong>three pillars<\/strong> that few agencies openly talk about: mapping before tooling, ownership of your infrastructure, and transformation of your internal culture.<\/p>\n<p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">This article gives you the right questions to ask, the real numbers to demand, and the concrete pitfalls to avoid \u2014 whether you run a manufacturing SMB in Laval, a professional services firm on the North Shore, or an e-commerce store ready to level up.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-69f15fc2424e2 wp-block-heading elementor-widget elementor-widget-heading\" data-id=\"69f15fc2424e2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">AI in Quebec SMBs in 3 Numbers<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-69f15fc2424f7 elementor-widget elementor-widget-text-editor\" data-id=\"69f15fc2424f7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul><li class=\"whitespace-normal break-words pl-2\">About <strong>72%<\/strong> of Quebec organizations said generative AI is a top investment priority; many focus on\u00a0<strong>profitability<\/strong>\u00a0as the main ROI measure (McKinsey, 2024)<\/li><li class=\"whitespace-normal break-words pl-2\"><strong>Quebec&#8217;s Law 25<\/strong> (in force since September 2024) imposes strict obligations on the handling of personal information \u2014 including any AI system that processes it.<\/li><li class=\"whitespace-normal break-words pl-2\"><strong>70%<\/strong> of AI projects in SMBs fail due to a lack of human support, not technical shortcomings (McKinsey, 2023).<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-69f15fc242513 wp-block-heading elementor-widget elementor-widget-heading\" data-id=\"69f15fc242513\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">First Things First: an AI Automation Project is 3 Envelopes - not One<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-69f15fc242518 metasyncPara elementor-widget elementor-widget-text-editor\" data-id=\"69f15fc242518\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"metasyncPara\">This is probably the point most agencies stay quiet about at the start of a mandate. A serious agency gives you <strong>all three numbers<\/strong> in their quotation.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-69f15fc242589 metasyncTable elementor-widget elementor-widget-text-editor\" data-id=\"69f15fc242589\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<table class=\"min-w-full border-collapse text-sm leading-[1.7] whitespace-normal\">\n<thead class=\"text-left\">\n<tr>\n<th class=\"text-text-100 border-b-0.5 border-border-300\/60 py-2 pr-4 align-top font-bold\" scope=\"col\">Envelope<\/th>\n<th class=\"text-text-100 border-b-0.5 border-border-300\/60 py-2 pr-4 align-top font-bold\" scope=\"col\">What it is<\/th>\n<th class=\"text-text-100 border-b-0.5 border-border-300\/60 py-2 pr-4 align-top font-bold\" scope=\"col\">Frequency<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">1. Implementation fees<\/td>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">The agency&#8217;s work to build the system<\/td>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">One-time, sometimes phased<\/td>\n<\/tr>\n<tr>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">2. Software licenses<\/td>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">Make, n8n, Zapier, HubSpot, GoHighLevel, etc.<\/td>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">Monthly, grows with usage<\/td>\n<\/tr>\n<tr>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">3. AI tokens and APIs<\/td>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">OpenAI, Anthropic, Gemini &#8211; paid by consumption<\/td>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">Monthly, varies with volume<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-69f15fc242528 metasyncPara elementor-widget elementor-widget-text-editor\" data-id=\"69f15fc242528\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"metasyncPara\">An agency that only talks about its own fees is leaving the surprises for later. You&#8217;ll discover the real cost only after the first months of use.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1c20672 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"1c20672\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-69f15fc242533 wp-block-heading elementor-widget elementor-widget-heading\" data-id=\"69f15fc242533\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Pillar 1 - Mapping Before Tooling<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-69f15fc242538 metasyncPara elementor-widget elementor-widget-text-editor\" data-id=\"69f15fc242538\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">The biggest mistake we see in automation is buying the tool before understanding the process.<\/p>\n<p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">A good agency starts by <strong>mapping your operations<\/strong>: who does what, in what order, with what information, at what moment. Without this mapping, you automate a bad process \u2014 and end up with a bad process, just faster.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-69f15fc24254d wp-block-heading elementor-widget elementor-widget-heading\" data-id=\"69f15fc24254d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">What a serious agency delivers before touching any tool:<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-69f15fc242552 metasyncPara elementor-widget elementor-widget-text-editor\" data-id=\"69f15fc242552\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul>\n<li class=\"whitespace-normal break-words pl-2\">A visual map of existing processes, readable by a non-technical reader<\/li>\n<li class=\"whitespace-normal break-words pl-2\">Identification of real bottlenecks and low-value tasks<\/li>\n<li class=\"whitespace-normal break-words pl-2\">Prioritization based on return on investment, not the &#8220;wow&#8221; factor<\/li>\n<li class=\"whitespace-normal break-words pl-2\">Tool choices justified by your needs, not the agency&#8217;s preferences<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-69f15fc242559 metasyncPara elementor-widget elementor-widget-text-editor\" data-id=\"69f15fc242559\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"metasyncPara\">An agency that pitches its favourite automation in the very first meeting, before seeing your processes, is selling you a solution looking for a problem.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c00e326 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"c00e326\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-69f15fc242567 wp-block-heading elementor-widget elementor-widget-heading\" data-id=\"69f15fc242567\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Pillar 2 - Ownership of Your Infrastructure<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-69f15fc24256c metasyncPara elementor-widget elementor-widget-text-editor\" data-id=\"69f15fc24256c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">When an agency automates your processes on <strong>its own<\/strong> n8n server, <strong>its own<\/strong> Make instance, <strong>its own<\/strong> HubSpot account \u2014 you own nothing. If the agency closes tomorrow, raises its prices, or you simply want to leave, your operations stop cold.<\/p>\n<p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">It&#8217;s the most discreet form of vendor lock-in in the industry. And it&#8217;s rarely malicious \u2014 it&#8217;s often just &#8220;easier&#8221; for the agency.<\/p>\n<p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\"><strong>The right reflex: insist on your own toolbox.<\/strong> All tools, accounts, servers, automations and code must be deployed in <strong>your<\/strong> infrastructure. The agency works inside it, but does not own it.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-69f15fc242573 elementor-widget elementor-widget-text-editor\" data-id=\"69f15fc242573\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<table class=\"min-w-full border-collapse text-sm leading-[1.7] whitespace-normal\" style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji', 'Segoe UI Symbol', 'Noto Color Emoji';\">\n<thead class=\"text-left\">\n<tr>\n<th class=\"text-text-100 border-b-0.5 border-border-300\/60 py-2 pr-4 align-top font-bold\" scope=\"col\">Element<\/th>\n<th class=\"text-text-100 border-b-0.5 border-border-300\/60 py-2 pr-4 align-top font-bold\" scope=\"col\">Who owns it<\/th>\n<th class=\"text-text-100 border-b-0.5 border-border-300\/60 py-2 pr-4 align-top font-bold\" scope=\"col\">Why it matters<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">Software accounts (Make, n8n, Zapier&#8230;)<\/td>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">You, on your card<\/td>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">You keep access even without the agency<\/td>\n<\/tr>\n<tr>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">AI API keys (OpenAI, Anthropic&#8230;)<\/td>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">You, tied to your account<\/td>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">Direct control over costs and limits<\/td>\n<\/tr>\n<tr>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">Hosting (if self-hosted)<\/td>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">You, on your server<\/td>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">No vendor dependency<\/td>\n<\/tr>\n<tr>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">Workflows and source code<\/td>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">You, documented and exportable<\/td>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">Operational continuity<\/td>\n<\/tr>\n<tr>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">License terms<\/td>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">You, written into the contract<\/td>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">You&#8217;re the owner. Period.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-69f15fc242581 metasyncPara elementor-widget elementor-widget-text-editor\" data-id=\"69f15fc242581\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"metasyncPara\">A long-term-minded agency accepts this principle without hesitation. An agency that resists tells you something important about what comes next.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-260a5a9 elementor-blockquote--skin-border elementor-widget elementor-widget-blockquote\" data-id=\"260a5a9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"blockquote.default\">\n\t\t\t\t\t\t\t<blockquote class=\"elementor-blockquote\">\n\t\t\t<p class=\"elementor-blockquote__content\">\n\t\t\t\t\"An automation that belongs to your agency rather than to you isn't automation. It's dependency. The real question in 2026 is no longer whether to automate \u2014 it's in what order, and who owns the result.\"\t\t\t<\/p>\n\t\t\t\t\t\t\t<div class=\"e-q-footer\">\n\t\t\t\t\t\t\t\t\t\t\t<cite class=\"elementor-blockquote__author\">Ana\u00efs N\u00e9ron, Agence 3A<\/cite>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/blockquote>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-18b998c elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"18b998c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-56a45a4 wp-block-heading elementor-widget elementor-widget-heading\" data-id=\"56a45a4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Pillar 3 - Training and Culture Change<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-69f15fc2425b3 metasyncPara elementor-widget elementor-widget-text-editor\" data-id=\"69f15fc2425b3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">AI is not an IT project. It&#8217;s a <strong>culture change<\/strong>.<\/p>\n<p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">Nearly 70% of AI automation projects that fail don&#8217;t die for technical reasons. They die because <strong>employees don&#8217;t use them<\/strong>, or worse, quietly work around them.<\/p>\n<p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">A serious agency plans for <strong>three phases of human support<\/strong>:<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-69f15fc2425bd metasyncPara elementor-widget elementor-widget-text-editor\" data-id=\"69f15fc2425bd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<table class=\"min-w-full border-collapse text-sm leading-[1.7] whitespace-normal\">\n<thead class=\"text-left\">\n<tr>\n<th class=\"text-text-100 border-b-0.5 border-border-300\/60 py-2 pr-4 align-top font-bold\" scope=\"col\">Phase<\/th>\n<th class=\"text-text-100 border-b-0.5 border-border-300\/60 py-2 pr-4 align-top font-bold\" scope=\"col\">When<\/th>\n<th class=\"text-text-100 border-b-0.5 border-border-300\/60 py-2 pr-4 align-top font-bold\" scope=\"col\">For whom<\/th>\n<th class=\"text-text-100 border-b-0.5 border-border-300\/60 py-2 pr-4 align-top font-bold\" scope=\"col\">Goal<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">1. Awareness<\/td>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">Before the project<\/td>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">Whole team + leadership<\/td>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">Lift the fear of replacement, secure buy-in<\/td>\n<\/tr>\n<tr>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">2. Structured onboarding<\/td>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">At deployment<\/td>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">Users of the new tools<\/td>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">Real mastery, not just a PDF<\/td>\n<\/tr>\n<tr>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">3. Ongoing coaching<\/td>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">3 to 12 months after<\/td>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">Internal champions<\/td>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">Evolve the culture, fine-tune usage<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-69f15fc2425c7 metasyncPara elementor-widget elementor-widget-text-editor\" data-id=\"69f15fc2425c7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"metasyncPara\">Without these three phases, you&#8217;re buying a tool. With them, you&#8217;re transforming your business.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ccfc65e elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"ccfc65e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9028c88 elementor-widget elementor-widget-heading\" data-id=\"9028c88\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">What Does It Really Cost? <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f53b11d metasyncPara elementor-widget elementor-widget-text-editor\" data-id=\"f53b11d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<table class=\"min-w-full border-collapse text-sm leading-[1.7] whitespace-normal\">\n<thead class=\"text-left\">\n<tr>\n<th class=\"text-text-100 border-b-0.5 border-border-300\/60 py-2 pr-4 align-top font-bold\" scope=\"col\">Type of mandate<\/th>\n<th class=\"text-text-100 border-b-0.5 border-border-300\/60 py-2 pr-4 align-top font-bold\" scope=\"col\">Typical investment (CAD)<\/th>\n<th class=\"text-text-100 border-b-0.5 border-border-300\/60 py-2 pr-4 align-top font-bold\" scope=\"col\">Implementation timeline<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">AI audit and process mapping<\/td>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">3,500$ &#8211; 4,000$<\/td>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">2 to 4 weeks<\/td>\n<\/tr>\n<tr>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">Single-process automation<\/td>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">8,000$ \u2013 20,000$<\/td>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">4 to 8 weeks<\/td>\n<\/tr>\n<tr>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">Full AI implementation + annual support<\/td>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">35,000$ \u2013 120,000$<\/td>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">3 to 12 months<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-066c591 elementor-widget elementor-widget-text-editor\" data-id=\"066c591\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>On top of these fees come <strong>envelopes 2 and 3<\/strong> (software licenses and AI tokens), which depend on your operational volume and which a serious agency will quote upfront during the audit phase.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f9a8ee5 elementor-widget elementor-widget-heading\" data-id=\"f9a8ee5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">The 3 Types of Agencies You'll Meet<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9dbe83f elementor-widget elementor-widget-text-editor\" data-id=\"9dbe83f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<table class=\"min-w-full border-collapse text-sm leading-[1.7] whitespace-normal\">\n<thead class=\"text-left\">\n<tr>\n<th class=\"text-text-100 border-b-0.5 border-border-300\/60 py-2 pr-4 align-top font-bold\" scope=\"col\">Agency type<\/th>\n<th class=\"text-text-100 border-b-0.5 border-border-300\/60 py-2 pr-4 align-top font-bold\" scope=\"col\">Who they are<\/th>\n<th class=\"text-text-100 border-b-0.5 border-border-300\/60 py-2 pr-4 align-top font-bold\" scope=\"col\">When they&#8217;re the right pick<\/th>\n<th class=\"text-text-100 border-b-0.5 border-border-300\/60 py-2 pr-4 align-top font-bold\" scope=\"col\">Limits<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">Marketing agency with an &#8220;AI add-on&#8221;<\/td>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">Classic marketing shop layering ChatGPT into its offering<\/td>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">You want AI-assisted content<\/td>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">No real technical integration capability<\/td>\n<\/tr>\n<tr>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">ERP \/ CRM integrator<\/td>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">Specialist of a single platform (HubSpot, Salesforce)<\/td>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">You&#8217;ve already chosen your platform<\/td>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">Vendor lock-in, costs that creep up<\/td>\n<\/tr>\n<tr>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">Automation and AI agency<\/td>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">Process-first vision + multi-tool + custom<\/td>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">You want a system that lasts 5+ years<\/td>\n<td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">Higher upfront investment<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-78e89e4 elementor-widget elementor-widget-text-editor\" data-id=\"78e89e4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Agence 3A positions itself in the third category: advisory approach, mapping, multi-tool integration, and bilingual support rooted in Quebec.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b113a93 elementor-widget elementor-widget-heading\" data-id=\"b113a93\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Cybersecurity and Law 25<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-298f0e0 elementor-widget elementor-widget-text-editor\" data-id=\"298f0e0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">Let&#8217;s be transparent: nearly all platforms used in automation and AI &#8211; GoHighLevel, HubSpot, Make, n8n Cloud, OpenAI, Anthropic &#8211; host their servers in the United States. The marketing line about &#8220;100% Canadian data sovereignty&#8221; is, in most cases, just window dressing.<\/p>\n<p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">What really matters to comply with <strong>Quebec&#8217;s Law 25<\/strong> is four things:<\/p>\n<ol class=\"[li_&amp;]:mb-0 [li_&amp;]:mt-1 [li_&amp;]:gap-1 [&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-decimal flex flex-col gap-1 pl-8 mb-3\">\n<li class=\"whitespace-normal break-words pl-2\"><strong>You know<\/strong> &#8211; your agency tells you clearly where your data lives.<\/li>\n<li class=\"whitespace-normal break-words pl-2\"><strong>It&#8217;s written down<\/strong> &#8211; your privacy policy lists subprocessors and out-of-Quebec transfers.<\/li>\n<li class=\"whitespace-normal break-words pl-2\"><strong>You have consent<\/strong> &#8211; your customers are informed, as the law requires.<\/li>\n<li class=\"whitespace-normal break-words pl-2\"><strong>Vendors are credible<\/strong> &#8211; OpenAI, Anthropic and GoHighLevel all offer Data Processing Agreements (DPAs)\u00a0<\/li>\n<\/ol>\n<p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">An agency that promises &#8220;zero data in the United States&#8221; without changing its toolset is telling you a half-truth. An agency that explains the trade-offs and frames them properly is the one actually protecting you.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2b655aa elementor-widget elementor-widget-heading\" data-id=\"2b655aa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">In Summary<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c68c801 elementor-widget elementor-widget-text-editor\" data-id=\"c68c801\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">Choosing an automation and AI agency isn&#8217;t about comparing pricing pages or client logos. It comes down to validating three things:<\/p><ol class=\"[li_&amp;]:mb-0 [li_&amp;]:mt-1 [li_&amp;]:gap-1 [&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-decimal flex flex-col gap-1 pl-8 mb-3\"><li class=\"whitespace-normal break-words pl-2\">Does it <strong>map before it buys<\/strong>?<\/li><li class=\"whitespace-normal break-words pl-2\">Will <strong>you remain the owner<\/strong> of everything built?<\/li><li class=\"whitespace-normal break-words pl-2\">Does it support the <strong>culture change<\/strong>, not just the tool?<\/li><\/ol><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">If the answer to all three is yes \u2014 and the agency openly walks you through the three financial envelopes from day one \u2014 you&#8217;ve likely found the right partner.<\/p><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\"><strong>Agence 3A<\/strong> supports Quebec SMBs across these three pillars, with a bilingual approach rooted in Quebec, focused on client ownership. To discuss your project, <a href=\"https:\/\/agence3a.ca\/en\/contact\/\"><span style=\"text-decoration: underline;\">contact us<\/span><\/a> for a no-strings advisory audit.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2646f57 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"2646f57\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2b33b91 e-con-full e-flex e-con e-child\" data-id=\"2b33b91\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-8db6ea0 e-con-full e-flex e-con e-child\" data-id=\"8db6ea0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-3281bea e-con-full e-flex e-con e-child\" data-id=\"3281bea\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-add4005 elementor-widget elementor-widget-heading\" data-id=\"add4005\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">FAQ<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dfbc39b elementor-widget elementor-widget-n-accordion\" data-id=\"dfbc39b\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;default_state&quot;:&quot;expanded&quot;,&quot;max_items_expended&quot;:&quot;one&quot;,&quot;n_accordion_animation_duration&quot;:{&quot;unit&quot;:&quot;ms&quot;,&quot;size&quot;:400,&quot;sizes&quot;:[]}}\" data-widget_type=\"nested-accordion.default\">\n\t\t\t\t\t\t\t<div class=\"e-n-accordion\" aria-label=\"Accordion. Open links with Enter or Space, close with Escape, and navigate with Arrow Keys\">\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-2340\" class=\"e-n-accordion-item\" open>\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"1\" tabindex=\"0\" aria-expanded=\"true\" aria-controls=\"e-n-accordion-item-2340\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> How long before I see ROI on an AI project? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2340\" class=\"elementor-element elementor-element-015e376 e-con-full e-flex e-con e-child\" data-id=\"015e376\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-45b8a9b elementor-widget elementor-widget-text-editor\" data-id=\"45b8a9b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"p1\">Most well-mapped automations reach return on investment within 4 to 9 months. A solid upfront audit identifies the highest-yield processes and helps prioritize the right ones.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-2341\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"2\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-2341\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Is my company mature enough to automate? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2341\" class=\"elementor-element elementor-element-7fd0987 e-con-full e-flex e-con e-child\" data-id=\"7fd0987\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-af10a11 elementor-widget elementor-widget-text-editor\" data-id=\"af10a11\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"p1\">If you have repetitive processes, data sitting in any digital system (even a basic Excel file), and at least one person motivated to champion the project internally, you&#8217;re ready.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-2342\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"3\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-2342\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Will my data stay in Canada? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2342\" class=\"elementor-element elementor-element-bec4d4d e-con-full e-flex e-con e-child\" data-id=\"bec4d4d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-77ec78c elementor-widget elementor-widget-text-editor\" data-id=\"77ec78c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"p1\">Very rarely, if you&#8217;re using the standard tools on the market. The relevant question isn&#8217;t so much &#8220;where does the data live&#8221; but &#8220;how is it protected, contractually framed, and disclosed under Law 25?&#8221;<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-2343\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"4\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-2343\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> What if the agency goes out of business? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2343\" class=\"elementor-element elementor-element-5ffca23 e-flex e-con-boxed e-con e-child\" data-id=\"5ffca23\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c00b624 elementor-widget elementor-widget-text-editor\" data-id=\"c00b624\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"p1\">If the infrastructure belongs to you (Pillar 2), you keep everything. If not, your operations risk a hard stop. That&#8217;s why ownership has to be negotiated at contract signing.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-2344\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"5\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-2344\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Do I need to replace my current tools? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2344\" class=\"elementor-element elementor-element-dfe46b0 e-flex e-con-boxed e-con e-child\" data-id=\"dfe46b0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-864010b elementor-widget elementor-widget-text-editor\" data-id=\"864010b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"p1\">Not necessarily. A good agency first looks at what can plug into your existing systems before recommending an expensive replacement.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-2345\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"6\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-2345\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Will AI replace my team? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2345\" class=\"elementor-element elementor-element-0b9cf32 e-flex e-con-boxed e-con e-child\" data-id=\"0b9cf32\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-07f008f elementor-widget elementor-widget-text-editor\" data-id=\"07f008f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"p1\">No. It replaces the <strong>repetitive low-value tasks<\/strong> of your team. Companies that succeed turn that freed-up time into higher-value work &#8211; client relationships, creativity, strategy.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>",
        "protected": false
    },
    "excerpt": {
        "rendered": "<p>Choisir une agence d&#8217;automatisation en IA \u00e0 Laval peut transformer votre entreprise. D\u00e9couvrez les crit\u00e8res essentiels pour prendre la meilleure d\u00e9cision.<\/p>",
        "protected": false
    },
    "author": 2,
    "featured_media": 4904,
    "comment_status": "open",
    "ping_status": "open",
    "sticky": false,
    "template": "",
    "format": "standard",
    "meta": {
        "_yoast_wpseo_title": "",
        "_yoast_wpseo_metadesc": "",
        "_metasync_otto_title": "",
        "_metasync_otto_description": "",
        "_metasync_otto_keywords": "",
        "_metasync_otto_og_title": "",
        "_metasync_otto_og_description": "",
        "_metasync_otto_twitter_title": "",
        "_metasync_otto_twitter_description": "",
        "rank_math_title": "",
        "rank_math_description": "",
        "_aioseo_title": "",
        "_aioseo_description": "",
        "_metasync_seo_title": "",
        "_metasync_seo_desc": "",
        "_metasync_breadcrumb_title": "",
        "_metasync_primary_category": 0,
        "_metasync_primary_product_cat": 0,
        "_metasync_otto_disabled": "",
        "_metasync_hreflang": "",
        "_metasync_plugin_sync_ts": "",
        "_metasync_robots_advanced": "",
        "footnotes": ""
    },
    "categories": [
        13
    ],
    "tags": [],
    "class_list": [
        "post-4703",
        "post",
        "type-post",
        "status-publish",
        "format-standard",
        "has-post-thumbnail",
        "hentry",
        "category-automation-for-smbs"
    ],
    "yoast_head": "<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>How to Choose Your Automation and AI Agency: the 3 Pillars of Automation that Lasts - Agence 3A<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/agence3a.ca\/en\/how-to-choose-your-automation-and-ai-agency\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How to Choose Your Automation and AI Agency: the 3 Pillars of Automation that Lasts - Agence 3A\" \/>\n<meta property=\"og:description\" content=\"Choisir une agence d&#039;automatisation en IA \u00e0 Laval peut transformer votre entreprise. D\u00e9couvrez les crit\u00e8res essentiels pour prendre la meilleure d\u00e9cision.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/agence3a.ca\/en\/how-to-choose-your-automation-and-ai-agency\/\" \/>\n<meta property=\"og:site_name\" content=\"Agence 3A\" \/>\n<meta property=\"og:image\" content=\"https:\/\/agence3a.ca\/wp-content\/uploads\/2026\/04\/image3.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1672\" \/>\n\t<meta property=\"og:image:height\" content=\"941\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Ana\u00efs N\u00e9ron\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Ana\u00efs N\u00e9ron\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"8 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/agence3a.ca\\\/how-to-choose-your-automation-and-ai-agency\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/agence3a.ca\\\/how-to-choose-your-automation-and-ai-agency\\\/\"},\"author\":{\"name\":\"Ana\u00efs N\u00e9ron\",\"@id\":\"https:\\\/\\\/agence3a.ca\\\/#\\\/schema\\\/person\\\/1c1af784e1f4d3cd70a1ca4a898a37ee\"},\"headline\":\"How to Choose Your Automation and AI Agency: the 3 Pillars of Automation that Lasts\",\"datePublished\":\"2026-04-29T01:51:08+00:00\",\"dateModified\":\"2026-04-30T11:50:22+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/agence3a.ca\\\/how-to-choose-your-automation-and-ai-agency\\\/\"},\"wordCount\":1553,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/agence3a.ca\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/agence3a.ca\\\/how-to-choose-your-automation-and-ai-agency\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/agence3a.ca\\\/wp-content\\\/uploads\\\/2026\\\/04\\\/image3.png\",\"articleSection\":[\"Automation For SMBs\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/agence3a.ca\\\/how-to-choose-your-automation-and-ai-agency\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/agence3a.ca\\\/how-to-choose-your-automation-and-ai-agency\\\/\",\"url\":\"https:\\\/\\\/agence3a.ca\\\/how-to-choose-your-automation-and-ai-agency\\\/\",\"name\":\"How to Choose Your Automation and AI Agency: the 3 Pillars of Automation that Lasts - Agence 3A\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/agence3a.ca\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/agence3a.ca\\\/how-to-choose-your-automation-and-ai-agency\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/agence3a.ca\\\/how-to-choose-your-automation-and-ai-agency\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/agence3a.ca\\\/wp-content\\\/uploads\\\/2026\\\/04\\\/image3.png\",\"datePublished\":\"2026-04-29T01:51:08+00:00\",\"dateModified\":\"2026-04-30T11:50:22+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/agence3a.ca\\\/how-to-choose-your-automation-and-ai-agency\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/agence3a.ca\\\/how-to-choose-your-automation-and-ai-agency\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/agence3a.ca\\\/how-to-choose-your-automation-and-ai-agency\\\/#primaryimage\",\"url\":\"https:\\\/\\\/agence3a.ca\\\/wp-content\\\/uploads\\\/2026\\\/04\\\/image3.png\",\"contentUrl\":\"https:\\\/\\\/agence3a.ca\\\/wp-content\\\/uploads\\\/2026\\\/04\\\/image3.png\",\"width\":1672,\"height\":941,\"caption\":\"How to Choose Your Automation and AI Agency\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/agence3a.ca\\\/how-to-choose-your-automation-and-ai-agency\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/agence3a.ca\\\/fr\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"How to Choose Your Automation and AI Agency: the 3 Pillars of Automation that Lasts\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/agence3a.ca\\\/#website\",\"url\":\"https:\\\/\\\/agence3a.ca\\\/\",\"name\":\"Agence 3A\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\\\/\\\/agence3a.ca\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/agence3a.ca\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/agence3a.ca\\\/#organization\",\"name\":\"Agence 3A\",\"url\":\"https:\\\/\\\/agence3a.ca\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/agence3a.ca\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/agence3a.ca\\\/wp-content\\\/uploads\\\/2025\\\/07\\\/cropped-transparent.png\",\"contentUrl\":\"https:\\\/\\\/agence3a.ca\\\/wp-content\\\/uploads\\\/2025\\\/07\\\/cropped-transparent.png\",\"width\":271,\"height\":57,\"caption\":\"Agence 3A\"},\"image\":{\"@id\":\"https:\\\/\\\/agence3a.ca\\\/#\\\/schema\\\/logo\\\/image\\\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/agence3a.ca\\\/#\\\/schema\\\/person\\\/1c1af784e1f4d3cd70a1ca4a898a37ee\",\"name\":\"Ana\u00efs N\u00e9ron\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/e4c0fc208cc2cddd9a4c354ff85638f2ed0f31eb3cc4af3e731b5b6c19d84e9d?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/e4c0fc208cc2cddd9a4c354ff85638f2ed0f31eb3cc4af3e731b5b6c19d84e9d?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/e4c0fc208cc2cddd9a4c354ff85638f2ed0f31eb3cc4af3e731b5b6c19d84e9d?s=96&d=mm&r=g\",\"caption\":\"Ana\u00efs N\u00e9ron\"},\"url\":\"https:\\\/\\\/agence3a.ca\\\/en\\\/author\\\/admin\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->",
    "yoast_head_json": {
        "title": "How to Choose Your Automation and AI Agency: the 3 Pillars of Automation that Lasts - Agence 3A",
        "robots": {
            "index": "index",
            "follow": "follow",
            "max-snippet": "max-snippet:-1",
            "max-image-preview": "max-image-preview:large",
            "max-video-preview": "max-video-preview:-1"
        },
        "canonical": "https:\/\/agence3a.ca\/en\/how-to-choose-your-automation-and-ai-agency\/",
        "og_locale": "en_US",
        "og_type": "article",
        "og_title": "How to Choose Your Automation and AI Agency: the 3 Pillars of Automation that Lasts - Agence 3A",
        "og_description": "Choisir une agence d'automatisation en IA \u00e0 Laval peut transformer votre entreprise. D\u00e9couvrez les crit\u00e8res essentiels pour prendre la meilleure d\u00e9cision.",
        "og_url": "https:\/\/agence3a.ca\/en\/how-to-choose-your-automation-and-ai-agency\/",
        "og_site_name": "Agence 3A",
        "og_image": [
            {
                "width": 1672,
                "height": 941,
                "url": "https:\/\/agence3a.ca\/wp-content\/uploads\/2026\/04\/image3.png",
                "type": "image\/png"
            }
        ],
        "author": "Ana\u00efs N\u00e9ron",
        "twitter_card": "summary_large_image",
        "twitter_misc": {
            "Written by": "Ana\u00efs N\u00e9ron",
            "Est. reading time": "8 minutes"
        },
        "schema": {
            "@context": "https:\/\/schema.org",
            "@graph": [
                {
                    "@type": "Article",
                    "@id": "https:\/\/agence3a.ca\/how-to-choose-your-automation-and-ai-agency\/#article",
                    "isPartOf": {
                        "@id": "https:\/\/agence3a.ca\/how-to-choose-your-automation-and-ai-agency\/"
                    },
                    "author": {
                        "name": "Ana\u00efs N\u00e9ron",
                        "@id": "https:\/\/agence3a.ca\/#\/schema\/person\/1c1af784e1f4d3cd70a1ca4a898a37ee"
                    },
                    "headline": "How to Choose Your Automation and AI Agency: the 3 Pillars of Automation that Lasts",
                    "datePublished": "2026-04-29T01:51:08+00:00",
                    "dateModified": "2026-04-30T11:50:22+00:00",
                    "mainEntityOfPage": {
                        "@id": "https:\/\/agence3a.ca\/how-to-choose-your-automation-and-ai-agency\/"
                    },
                    "wordCount": 1553,
                    "commentCount": 0,
                    "publisher": {
                        "@id": "https:\/\/agence3a.ca\/#organization"
                    },
                    "image": {
                        "@id": "https:\/\/agence3a.ca\/how-to-choose-your-automation-and-ai-agency\/#primaryimage"
                    },
                    "thumbnailUrl": "https:\/\/agence3a.ca\/wp-content\/uploads\/2026\/04\/image3.png",
                    "articleSection": [
                        "Automation For SMBs"
                    ],
                    "inLanguage": "en-US",
                    "potentialAction": [
                        {
                            "@type": "CommentAction",
                            "name": "Comment",
                            "target": [
                                "https:\/\/agence3a.ca\/how-to-choose-your-automation-and-ai-agency\/#respond"
                            ]
                        }
                    ]
                },
                {
                    "@type": "WebPage",
                    "@id": "https:\/\/agence3a.ca\/how-to-choose-your-automation-and-ai-agency\/",
                    "url": "https:\/\/agence3a.ca\/how-to-choose-your-automation-and-ai-agency\/",
                    "name": "How to Choose Your Automation and AI Agency: the 3 Pillars of Automation that Lasts - Agence 3A",
                    "isPartOf": {
                        "@id": "https:\/\/agence3a.ca\/#website"
                    },
                    "primaryImageOfPage": {
                        "@id": "https:\/\/agence3a.ca\/how-to-choose-your-automation-and-ai-agency\/#primaryimage"
                    },
                    "image": {
                        "@id": "https:\/\/agence3a.ca\/how-to-choose-your-automation-and-ai-agency\/#primaryimage"
                    },
                    "thumbnailUrl": "https:\/\/agence3a.ca\/wp-content\/uploads\/2026\/04\/image3.png",
                    "datePublished": "2026-04-29T01:51:08+00:00",
                    "dateModified": "2026-04-30T11:50:22+00:00",
                    "breadcrumb": {
                        "@id": "https:\/\/agence3a.ca\/how-to-choose-your-automation-and-ai-agency\/#breadcrumb"
                    },
                    "inLanguage": "en-US",
                    "potentialAction": [
                        {
                            "@type": "ReadAction",
                            "target": [
                                "https:\/\/agence3a.ca\/how-to-choose-your-automation-and-ai-agency\/"
                            ]
                        }
                    ]
                },
                {
                    "@type": "ImageObject",
                    "inLanguage": "en-US",
                    "@id": "https:\/\/agence3a.ca\/how-to-choose-your-automation-and-ai-agency\/#primaryimage",
                    "url": "https:\/\/agence3a.ca\/wp-content\/uploads\/2026\/04\/image3.png",
                    "contentUrl": "https:\/\/agence3a.ca\/wp-content\/uploads\/2026\/04\/image3.png",
                    "width": 1672,
                    "height": 941,
                    "caption": "How to Choose Your Automation and AI Agency"
                },
                {
                    "@type": "BreadcrumbList",
                    "@id": "https:\/\/agence3a.ca\/how-to-choose-your-automation-and-ai-agency\/#breadcrumb",
                    "itemListElement": [
                        {
                            "@type": "ListItem",
                            "position": 1,
                            "name": "Home",
                            "item": "https:\/\/agence3a.ca\/fr\/"
                        },
                        {
                            "@type": "ListItem",
                            "position": 2,
                            "name": "How to Choose Your Automation and AI Agency: the 3 Pillars of Automation that Lasts"
                        }
                    ]
                },
                {
                    "@type": "WebSite",
                    "@id": "https:\/\/agence3a.ca\/#website",
                    "url": "https:\/\/agence3a.ca\/",
                    "name": "Agence 3A",
                    "description": "",
                    "publisher": {
                        "@id": "https:\/\/agence3a.ca\/#organization"
                    },
                    "potentialAction": [
                        {
                            "@type": "SearchAction",
                            "target": {
                                "@type": "EntryPoint",
                                "urlTemplate": "https:\/\/agence3a.ca\/?s={search_term_string}"
                            },
                            "query-input": {
                                "@type": "PropertyValueSpecification",
                                "valueRequired": true,
                                "valueName": "search_term_string"
                            }
                        }
                    ],
                    "inLanguage": "en-US"
                },
                {
                    "@type": "Organization",
                    "@id": "https:\/\/agence3a.ca\/#organization",
                    "name": "Agence 3A",
                    "url": "https:\/\/agence3a.ca\/",
                    "logo": {
                        "@type": "ImageObject",
                        "inLanguage": "en-US",
                        "@id": "https:\/\/agence3a.ca\/#\/schema\/logo\/image\/",
                        "url": "https:\/\/agence3a.ca\/wp-content\/uploads\/2025\/07\/cropped-transparent.png",
                        "contentUrl": "https:\/\/agence3a.ca\/wp-content\/uploads\/2025\/07\/cropped-transparent.png",
                        "width": 271,
                        "height": 57,
                        "caption": "Agence 3A"
                    },
                    "image": {
                        "@id": "https:\/\/agence3a.ca\/#\/schema\/logo\/image\/"
                    }
                },
                {
                    "@type": "Person",
                    "@id": "https:\/\/agence3a.ca\/#\/schema\/person\/1c1af784e1f4d3cd70a1ca4a898a37ee",
                    "name": "Ana\u00efs N\u00e9ron",
                    "image": {
                        "@type": "ImageObject",
                        "inLanguage": "en-US",
                        "@id": "https:\/\/secure.gravatar.com\/avatar\/e4c0fc208cc2cddd9a4c354ff85638f2ed0f31eb3cc4af3e731b5b6c19d84e9d?s=96&d=mm&r=g",
                        "url": "https:\/\/secure.gravatar.com\/avatar\/e4c0fc208cc2cddd9a4c354ff85638f2ed0f31eb3cc4af3e731b5b6c19d84e9d?s=96&d=mm&r=g",
                        "contentUrl": "https:\/\/secure.gravatar.com\/avatar\/e4c0fc208cc2cddd9a4c354ff85638f2ed0f31eb3cc4af3e731b5b6c19d84e9d?s=96&d=mm&r=g",
                        "caption": "Ana\u00efs N\u00e9ron"
                    },
                    "url": "https:\/\/agence3a.ca\/en\/author\/admin\/"
                }
            ]
        }
    },
    "_links": {
        "self": [
            {
                "href": "https:\/\/agence3a.ca\/en\/wp-json\/wp\/v2\/posts\/4703",
                "targetHints": {
                    "allow": [
                        "GET"
                    ]
                }
            }
        ],
        "collection": [
            {
                "href": "https:\/\/agence3a.ca\/en\/wp-json\/wp\/v2\/posts"
            }
        ],
        "about": [
            {
                "href": "https:\/\/agence3a.ca\/en\/wp-json\/wp\/v2\/types\/post"
            }
        ],
        "author": [
            {
                "embeddable": true,
                "href": "https:\/\/agence3a.ca\/en\/wp-json\/wp\/v2\/users\/2"
            }
        ],
        "replies": [
            {
                "embeddable": true,
                "href": "https:\/\/agence3a.ca\/en\/wp-json\/wp\/v2\/comments?post=4703"
            }
        ],
        "version-history": [
            {
                "count": 10,
                "href": "https:\/\/agence3a.ca\/en\/wp-json\/wp\/v2\/posts\/4703\/revisions"
            }
        ],
        "predecessor-version": [
            {
                "id": 4759,
                "href": "https:\/\/agence3a.ca\/en\/wp-json\/wp\/v2\/posts\/4703\/revisions\/4759"
            }
        ],
        "wp:featuredmedia": [
            {
                "embeddable": true,
                "href": "https:\/\/agence3a.ca\/en\/wp-json\/wp\/v2\/media\/4904"
            }
        ],
        "wp:attachment": [
            {
                "href": "https:\/\/agence3a.ca\/en\/wp-json\/wp\/v2\/media?parent=4703"
            }
        ],
        "wp:term": [
            {
                "taxonomy": "category",
                "embeddable": true,
                "href": "https:\/\/agence3a.ca\/en\/wp-json\/wp\/v2\/categories?post=4703"
            },
            {
                "taxonomy": "post_tag",
                "embeddable": true,
                "href": "https:\/\/agence3a.ca\/en\/wp-json\/wp\/v2\/tags?post=4703"
            }
        ],
        "curies": [
            {
                "name": "wp",
                "href": "https:\/\/api.w.org\/{rel}",
                "templated": true
            }
        ]
    }
}