Reducing Revisions by 60% Using AI-Assisted Creative Brief Validation
1. Overview Creative production is one of the most revision-heavy parts of agency operations. Designers, editors, and motion teams often receive incomplete or unclear briefs missing essential information such as brand guidelines, visual references, mandatory specs, formats, CTAs, or copy direction. These gaps lead to unnecessary back-and-forth revisions and significant delays in delivery. To address […]
How I Turned 90 Minutes of Meetings Into Actionable Project Boards in Under 3 Minutes Using AI
1. Overview Meetings generate critical decisions, commitments, and next steps, but much of that value is often lost after the call ends. In fast-moving marketing environments, meeting outcomes frequently require hours of manual cleanup before they become actionable—if they are captured accurately at all. This case study documents the implementation of an AI-powered meeting-to-execution workflow […]
How I Built an AI System That Summarized 60+ Daily Client Messages Automatically
1. Overview Client communication is one of the most time-consuming responsibilities for project managers and account teams. With dozens of email threads, Slack conversations, and platform notifications occurring daily, keeping everyone aligned required constant manual filtering, summarizing, and forwarding of key client updates. To solve this, I built an AI-powered communication summarization system that automatically […]
Turning Daily PPC Reports Into Automated Slack Dashboards
From Hours of Manual Reporting to Automated Daily Slack Dashboards:How a Canadian Clinic Streamlined PPC Campaign Tracking Background A private healthcare clinic in Canada, with four different locations, runs daily PPC campaigns to attract new patients. As an agency managing their account, we traditionally created monthly reports but the client wanted daily updates to track […]
Building Seamless Productivity Bridges with ClickUp–Slack Automations
From Manual Reminders to Automated Efficiency: How I Built a ClickUp–Slack Bridge for Weekly Task Accountability Introduction In project management, consistency is key. But when you’re managing multiple stakeholders, teams, and timelines, manually reminding everyone about recurring updates quickly becomes inefficient. A prime example is weekly campaign updates—missing a single reminder can cause bottlenecks in […]
