AI product build
Full case studyAegis
An AI-assisted creative intelligence pipeline that turns competitor landing pages into ad concepts, risk review, and safer rewrite suggestions.
Work
A curated look at the work behind the positioning: AI workflows, internal tools, knowledge systems, support enablement, technical documentation, and communication systems.
Featured case studies
AI product build
Full case studyAn AI-assisted creative intelligence pipeline that turns competitor landing pages into ad concepts, risk review, and safer rewrite suggestions.
Internal workflow tool
Full case studyAn anonymized internal analyst workflow tool built at Abnormal to bring reference guidance, embedded learning, and repeated workflow support closer to daily analysis work.
Support workflow tool
Case study coming soonA CX support tool for capturing, annotating, and sharing screenshots more cleanly inside fast-moving support workflows.
Chrome extension
Case study coming soonA browser-extension workflow tool designed to reduce repetitive lookup and copy/paste work in support contexts.
Knowledge ecosystem
Full case studyA large-scale knowledge and enablement system spanning Notion governance, onboarding, SOPs, internal communications, training, and cross-functional support.
Mini case studies
Not every useful thing needs a full case study. Some projects are best shown as focused examples of judgment: how to explain something clearly, reduce friction, coach a team, document a workflow, or make a recurring problem easier to handle the next time it appears.
Navigating Spicy Users
A support training guide for difficult customer interactions, de-escalation, tone repair, emotional regulation, and practical scripts.
Navigating Customer Resistance
A companion guide for helping support teams work with customers who are frustrated, stuck, or resisting the available solution.
Information access proposal
A proposal connecting information architecture, internal search behavior, knowledge findability, and the business case for faster access.
Crew-facing tech guides
Plain-language technical documentation for common support scenarios, device workflows, access requests, troubleshooting, and self-service guidance.
Evidence Wall
Knowledge hub
Source-of-truth system design, Notion governance, page organization, and knowledge-home thinking.
Training module
A learning experience designed to make Notion adoption feel approachable, useful, and less intimidating.
Onboarding
Welcome and orientation material designed to help new team members find their footing quickly.
Voice system
A tone and communication reference for keeping internal messages clear, consistent, and human.
Leadership enablement
Guidance material for managers and leads navigating expectations, team support, and active communication.
Learning design
A collection of presentation and enablement artifacts across onboarding, training, internal tooling, and AI exploration.
Employee engagement
Event planning, internal communications, stakeholder coordination, and creative execution for a branded culture initiative.
AI literacy
A branded internal presentation exploring creative AI tools and practical workplace use cases.
Support wellness
A self-care and performance guide for support reps navigating high-pressure queue days and emotional load.
The pattern is not one project. The pattern is turning messy work into something people can actually use.