{"id":792,"date":"2026-03-21T12:00:00","date_gmt":"2026-03-21T16:00:00","guid":{"rendered":"https:\/\/laeka.org\/blog\/archives\/792"},"modified":"2026-03-21T12:00:00","modified_gmt":"2026-03-21T16:00:00","slug":"case-study-brossard-clinic-reduces-no-shows-60-percent-ai","status":"publish","type":"post","link":"https:\/\/laeka.org\/blog\/case-study-brossard-clinic-reduces-no-shows-60-percent-ai\/","title":{"rendered":"Case Study: A Brossard Clinic Reduces No-Shows by 60% with AI"},"content":{"rendered":"<p>Unannounced absences (no-shows) are expensive for clinics: revenue losses, schedule inefficiency, and staff frustration. A clinic in Brossard facing this problem implemented an AI solution to optimize its reminders and scheduling management. The results speak for themselves.<\/p>\n<h2>The Initial Situation: A Chronic Problem<\/h2>\n<p>In January 2026, Clinique Sant\u00e9 Plus in Brossard registered an 18% no-show rate on its appointments. This represented:<\/p>\n<ul>\n<li>150 lost time slots per month<\/li>\n<li>An estimated financial loss of $12,000 monthly<\/li>\n<li>Artificially long wait lists<\/li>\n<li>Stress for staff managing last-minute cancellations<\/li>\n<\/ul>\n<p>The traditional reminder system (phone calls and generic SMS) wasn&#8217;t effective enough. Many patients didn&#8217;t open messages, or received them too late to reschedule.<\/p>\n<h2>The Solution: Predictive AI and Personalized Communications<\/h2>\n<p>Laeka implemented an AI system that:<\/p>\n<ul>\n<li><strong>Predicts absences<\/strong>: By analyzing patient history (no-show profile, distance from office, consultation type), AI identifies at-risk appointments.<\/li>\n<li><strong>Generates intelligent reminders<\/strong>: Optimal timing, patient&#8217;s preferred channel (SMS, email, call), and personalized message based on context.<\/li>\n<li><strong>Suggests overbooking<\/strong>: AI recommends slots where slight overbooking can compensate for predicted absences.<\/li>\n<li><strong>Facilitates rescheduling<\/strong>: A reminder link can directly offer the patient the option to confirm or reschedule.<\/li>\n<\/ul>\n<h2>Results After 3 Months<\/h2>\n<p>Since March 2026, the clinic has observed a spectacular improvement:<\/p>\n<ul>\n<li><strong>No-shows reduced by 60%<\/strong>: From 18% to 7% in 12 weeks<\/li>\n<li><strong>Slot recovery<\/strong>: 90 additional appointments honored per month<\/li>\n<li><strong>Revenue increase<\/strong>: +$7,500 monthly (75% improvement)<\/li>\n<li><strong>Reduced administrative stress<\/strong>: Staff no longer manages last-minute calls<\/li>\n<li><strong>Patient satisfaction<\/strong>: 23% increase in ratings related to punctuality and proactivity<\/li>\n<\/ul>\n<h2>Testimonial from the Administrative Manager<\/h2>\n<p>&#8220;Before, we were reactive: a patient didn&#8217;t show up, we scrambled to fill the slot urgently. Now, we&#8217;re proactive. AI tells us: &#8216;This person has a 70% chance of not coming, offer them a confirmation.&#8217; And it works. Our schedule is much more stable.&#8221; &#8211; Dominique Marchand, Operations Manager, Clinique Sant\u00e9 Plus<\/p>\n<h2>How AI Learns and Improves<\/h2>\n<p>The AI system continuously integrates feedback:<\/p>\n<ul>\n<li>Each absence confirms or adjusts future predictions<\/li>\n<li>Each patient who cancels or confirms enriches the model<\/li>\n<li>Seasonal patterns (flu, holidays) are automatically detected<\/li>\n<\/ul>\n<p>After 3 months, the predictive model&#8217;s accuracy reached 82% on no-show detection.<\/p>\n<h2>Impact on Care Quality<\/h2>\n<p>Beyond the numbers, this optimization brings real clinical benefit:<\/p>\n<ul>\n<li>Slots are better filled, enabling better continuity of care<\/li>\n<li>Less administrative stress frees up time for personalized reception<\/li>\n<li>Patients who would have waited months now have faster access<\/li>\n<\/ul>\n<h2>Lessons Applicable to Your Clinic<\/h2>\n<p>If you have a no-show rate above 10%, a data audit could identify similar opportunities. Key success factors:<\/p>\n<ul>\n<li>Quality of historical data (12 months minimum recommended)<\/li>\n<li>Seamless integration with your appointment management system<\/li>\n<li>Privacy compliance and PIPEDA conformity<\/li>\n<li>Staff training on interpreting AI recommendations<\/li>\n<\/ul>\n<h2>Next Steps<\/h2>\n<p>A free audit of your appointment management can reveal similar inefficiencies. Book your discovery call to explore how predictive AI could transform your clinic. <a href=\"https:\/\/laeka.org\/services\/\">Book your 30-minute discovery call<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Unannounced absences (no-shows) are expensive for clinics: revenue losses, schedule inefficiency, and staff frustration. A clinic in Brossard facing this&#8230;<\/p>\n","protected":false},"author":1,"featured_media":271,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"_kad_post_classname":"","footnotes":""},"categories":[194],"tags":[],"class_list":["post-792","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-for-healthcare"],"_links":{"self":[{"href":"https:\/\/laeka.org\/blog\/wp-json\/wp\/v2\/posts\/792","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/laeka.org\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/laeka.org\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/laeka.org\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/laeka.org\/blog\/wp-json\/wp\/v2\/comments?post=792"}],"version-history":[{"count":0,"href":"https:\/\/laeka.org\/blog\/wp-json\/wp\/v2\/posts\/792\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/laeka.org\/blog\/wp-json\/wp\/v2\/media\/271"}],"wp:attachment":[{"href":"https:\/\/laeka.org\/blog\/wp-json\/wp\/v2\/media?parent=792"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/laeka.org\/blog\/wp-json\/wp\/v2\/categories?post=792"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/laeka.org\/blog\/wp-json\/wp\/v2\/tags?post=792"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}