Works

Systems running in the field.

Each one started small — a single task — and was refined together with the people who use it.

Human stepAutomated step

Beauty clinic / multi-location

Booking & approval system for permanent-makeup clinics

Challenge

Booking, scheduling, and payment confirmation were all manual — causing double bookings and missed follow-ups, with multi-location management resting on one person.

Solution

A booking system that runs entirely on LINE. Staff confirm in three button steps — provisional approval → payment check → confirmed — with Notion and Google Calendar sync preventing double bookings automatically.

Flow

Customer books on LINEAvailability check & intakeStaff approve in 3 stepsCalendar sync & notify

  • Automated the full flow from booking to confirmation
  • Double bookings and missed contacts prevented by design
  • All locations managed in one place, no single point of dependency

Education group / staff support desk

Slack app for request intake & routing

Challenge

Requests to the IT team arrived as free-form messages, taking several exchanges before the needed details were complete. Access requests and how-to questions were mixed together, concentrating the load on a few staff.

Solution

A Slack form where staff pick from a catalog of 21 request types and enter the required fields once. Self-solvable questions get an instant manual link; admin requests are routed to the right channel and logged to Notion automatically.

Flow

Staff fill the formAuto routingManual link / notify adminsLogged to Notion

  • One submission gathers everything, cutting back-and-forth
  • How-to questions resolve themselves via manual links
  • Every request logged in Notion for unified status tracking

Consulting firm

AI-driven issue extraction & action-plan generation

Challenge

Reading interview data and turning it into action plans depended on individual experience and manual work, and took significant time.

Solution

Feed in the data and AI extracts the issues and generates an actionable plan — from analysis to proposal in one pass.

Flow

Input interview dataAI extracts issuesPlan auto-generatedStaff review & execute

  • Dramatically shortened the path from issues to plan
  • Consistent analysis quality, no longer person-dependent
  • Staff focus on final review and execution

Education group / periodic reflection program

AI facilitator for periodic reflections

Challenge

The quality of end-of-period reflections and next-period goal setting depended on the individual, with facts and evaluation blurring together.

Solution

A web app built around one principle — separate facts, evaluation, and learning. Eight role-specific AI assistants organize the record, draft achievement levels, and pose deepening questions per perspective, while evaluation and final decisions stay with the person. Results export straight into the team's Notion-based goal cycle.

Flow

Write what you didAI organizes & draftsDeepening questionsYou evaluate & decide

  • AI handles organizing and drafting; people focus on evaluation and learning
  • Perspective-by-perspective questions give reflections structure and depth
  • Supports drafting next-period goals in the same flow

Contact

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