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WORK

What we've built with AI.

See how business ideas take shape as services. These are projects we have helped design, build, or operate, with the current status of each made clear.

Featured cases

More projects

These clients remain unnamed. We describe our contribution and each project’s current status.

  • Company G

    Commerce and influencer marketing platform

    Client name withheld

    Worked alongside the client's team to add AI to review moderation, support, and influencer discovery.

    What AI does
    Reviews user content and answers inquiries first
    What people do
    The client's team sets the rules and handles exceptions
    Current status
    Live
    • AI for meaning, rules for format
    • Messaging hub
    • MCP integration

  • Company S

    Platform for in-person communities and events

    Client name withheld

    Built event content generation, photo tagging, comment classification, and fact-checks for automated posts.

    What AI does
    Creates event content and fact-checks auto-generated posts
    What people do
    The operations team sets the rules and checks results
    Current status
    Live
    • Generative media
    • AI for meaning, rules for format
    • AI safeguards

  • Company H

    Legal technology for real estate tax and policy

    Client name withheld

    Developing AI document structuring and legal search, with defined rules for tax calculations.

    What AI does
    Structures documents and cites the relevant law
    What people do
    Defined rules handle tax calculations; specialists make the final judgment
    Current status
    In development
    • Grounded answers (RAG)
    • Shared conversation engine

  • Company M

    Seoul-area urban rail operator

    Client name withheld

    Built control-room data visualization and a digital twin.

    What AI does
    Cross-reviews changes during development, not in the product
    What people do
    Designs the control-room views and digital twin
    Current status
    Delivered
    • AI review in development

  • Company P

    Merchant risk operations for a payments company

    Client name withheld

    Built operations tools with contract reading, PII redaction, and an AI stop switch.

    What AI does
    Reads contracts and removes personal data
    What people do
    Staff make the final call and can stop the AI when needed
    Current status
    Built
    • AI safeguards
    • Shared payment components

  • Company C

    AI short-form drama studio

    Client name withheld

    Combined video and music generation models into a short-form drama production flow.

    What AI does
    Generates video and music
    What people do
    The studio decides the story and direction
    Current status
    Partially operational
    • Generative media
    • Shared payment components

  • Company A

    Omnichannel AI customer support SaaS

    Client name withheld

    Built document-grounded support, AI answer evaluation, human handoff, and voice support.

    What AI does
    Answers from documents and evaluates answer quality
    What people do
    Agents pick up handed-off conversations
    Current status
    Built to the testing stage
    • Human handoff
    • Grounded answers (RAG)
    • Model selection & integration

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