Automation Opportunity Scout

Most automation tools help you build after you already know what to automate. This Skill solves the harder problem first: finding which workflow is genuinely worth automating. Choose a sector through guided discovery or describe a business, niche, or process. The Skill researches current operating patterns, customer and operator pain signals, existing software, physical and digital touchpoints, and hidden workflow gaps. It separates evidence from assumptions, identifies root causes, and ranks opportunities by business value, feasibility, readiness, evidence strength, time to value, cross-channel potential, and risk. You receive a clear first recommendation, an evidence-backed opportunity portfolio, and—when justified—a measurable, low-risk pilot plan. If automation is not the right answer, the Skill may recommend simplifying the process, using an existing product, collecting better evidence, or keeping the decision human-led. Built for automation consultants, developers, agencies, and operations professionals who want to avoid generic AI ideas and invest in opportunities that can be tested in the real world. Evidence depth varies by sector and available data. When reliable evidence is insufficient, the Skill creates a validation plan instead of inventing ROI or forcing an automation project.