Isabel Ching's Work | Contra
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Isabel Ching
AI & Business Productivity | Presentations & Data
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Panama City, Panama
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Panama City, Panama
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Sample market research and competitive intelligence project demonstrating how fragmented market information can be transformed into clear strategic direction. The analysis combines market trends, growth opportunities, competitive positioning, customer needs, and strategic gaps to identify where a business should compete and how it can differentiate. The project includes: • Market and category analysis • Competitor benchmarking • Opportunity and gap identification • Market segmentation • Competitive positioning analysis • Strategic synthesis and recommendations • Executive-ready visual communication Example outcome: identification of an underserved market segment and development of a differentiated value proposition based on implementation simplicity, digital experience, and competitive intensity. All companies, figures, and market data shown are fictional and created exclusively to demonstrate my analytical approach. Ideal for: startups, small businesses, consultants, commercial teams, marketing teams, and companies evaluating a new market, product, or business opportunity.
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Redesigned a repetitive reporting workflow by identifying manual steps, simplifying handoffs, and integrating AI-assisted processing while keeping business judgment at the center.
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I transformed 12,000 sales records across four regions into clear, decision-ready business insights. The project combines data analysis, visualization, and AI-assisted workflows to identify growth drivers, performance gaps, and actionable recommendations for leadership.
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Sales Data to Executive Insights | Business Analytics Case Study
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