Case Studies

Commercial AI workflow projects and product case studies focused on turning messy work into validated, human-approved outputs.

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.

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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.

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Reusable workflow pattern

Every case study keeps automation reviewed before it ships clean output.

Messy Inputs AI Extraction Validation Human Approval Clean Output

Product & Platform Case Studies

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.

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AI journaling · Structured insights

Insight Journal

AI-powered journaling system that converts unstructured reflections into structured emotional signals and personalized daily insights.

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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.

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Want to map this to your team?

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