Case Studies
Commercial AI workflow projects and product case studies focused on turning messy work into validated, human-approved outputs.
Featured AI Workflow Case Studies
CRM hygiene · Human approval
CRM Hygiene Agent
Portfolio prototype for turning messy sales context, CRM notes, and deal updates into human-approved CRM-ready pipeline records.
View case study →Lead research · Pre-CRM qualification
Pre-CRM Research Agent
Portfolio prototype for researching, scoring, and qualifying leads before CRM entry so sales teams avoid noisy records and weak handoffs.
View case study →Content automation · Editorial review
Long-form Blog Content Generator
Portfolio prototype for turning source documents into SEO/AEO blog drafts, visual briefs, metadata, and distribution assets with editorial review.
View case study →Reusable workflow pattern
Every case study keeps automation reviewed before it ships clean output.
Product & Platform Case Studies
Growth systems · ML personalization
Product Impact at PayPal
Merchant growth initiatives across ML personalization, onboarding funnel optimization, and delivery efficiency improvements.
View case study →0→1 product · Operations workflows
G2 Organic Products
0→1 multi-agent product and resource management platform for agribusinesses, designed to reduce coordination friction and improve productivity.
View case study →AI journaling · Structured insights
Insight Journal
AI-powered journaling system that converts unstructured reflections into structured emotional signals and personalized daily insights.
View case study →Relationship workflows · Next steps
Relationship Intelligence Copilot
AI-powered relationship-building system that helps users track key profiles, engage consistently, and progress professional connections with intelligent next-step recommendations.
View case study →Want to map this to your team?
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