AX · How we work together

AI helps us move faster.
Make more room for review.

From planning and design to development and review, BOYD uses AI for drafts and repetitive work. We confirm direction and results with you. Our team remains responsible for judgment and review.

Discuss your projectExplore our process

Also applies to websites, apps and systems without AI features.

atones
clickup
cloocus
curinginnos
daekyo
dmc
enercamp
enoparts
factblock
finter
gongcar
haccp
locofy
lotte e&c
lotte mall west lake hanooi
majesty golf
microsoft azure
neurabody
nipa
notion
pebblous
pinkwonder
portone
quantit
revation
samsung biologics
seoul tech
sm entertainment
spbt
stellantis
tencar
uptempo
wanted
yeogieotae

Adopted AI, but
ended up with more work?

Retyping materials, repeating explanations and seeing results only at the end create extra work.

We design collaboration around reducing your preparation and review burden.

PROBLEM

Starting with blank templates

TO BE

Start with existing materials

We review documents, screens and meeting records, then organize the questions that matter.

PROBLEM

More reports, little visibility

TO BE

Discuss working results

Regularly shared prototypes and implementations support concrete decisions.

PROBLEM

Mismatched expectations at delivery

TO BE

Agree early, review throughout

Define acceptance criteria, exclusions and approval owners, and record changes.

Context: Digital Initiative Group describes how top-down templates and reporting can add work. This is field commentary, not a representative industry survey. The workflow above is BOYD’s proposed response. Read the commentary

Built around real working needs

Explore the problems we addressed and the screens we built in real project deliverables.

What research does and does not show

Draft sooner.
Review with care.

Writing experiments found time and quality benefits. Our approach is to apply AI to requirements and document drafts and repetitive work, making room for feedback and review.

Speed

Support drafting and exploring revisions.

Accuracy

Check sources, run tests and retain human approval.

Collaboration

Decide using shared screens and change history.

Noy & Zhang · Science, 2023

Relative index, without AI = 100.

Task time

−40%

Less time on average

Rated quality

+18%

Higher rated writing quality

Experiment with 453 college-educated professionals on occupational writing tasks.

You focus on decisions.
We organize and deliver.

Plan and agree

Meetings and existing documents become a requirements draft.

Source referencesOpen questionsChange history

You check it against real work instead of filling out an empty template.

Build and review

Developers use AI for implementation and test drafts, then review them.

Working screensReview notesClient approval

You compare working screens with agreed criteria and leave feedback.

A project with BOYD

From our first conversation
to release and handover.

Separate AI assistance from human judgment. Share deliverables and decisions at every stage.

  1. Start with the way you work

    01
    AI assistance
    Draft workflows and open questions from approved meeting records and documents.
    BOYD’s role
    Interview your team and propose priorities, scope and exclusions.
    Your participation
    Share existing materials and confirm the real problems and priorities.
    WorkflowProblem definitionAgreed scope

  2. Review a small working concept first

    02
    AI assistance
    Explore alternative screen and user-flow drafts.
    BOYD’s role
    Review usability, accessibility and technical constraints, then refine a feasible design.
    Your participation
    Use the prototype to identify missing functions and conditions.
    PrototypeRequirementsAcceptance criteria

  3. Build faster, keep changes visible

    03
    AI assistance
    Assist with repetitive code, test scenarios and technical documentation drafts.
    BOYD’s role
    Developers review code, permissions and integrations, and verify behavior in the real environment.
    Your participation
    Review regularly shared screens and changes to confirm direction.
    Working screensChange historyTest results

  4. Review against agreed criteria and hand over

    04
    AI assistance
    Assist with requirements cross-checks and operating-guide drafts.
    BOYD’s role
    Check omissions, edge cases and security; document open issues and responsibilities.
    Your participation
    Test real work scenarios and approve release against agreed conditions.
    Review logSource and accountsOperating guide

Keep progress visible.
Make completion clear.

Share verified results, rather than counting AI prompts or activity. Metrics and targets are agreed for your project at kickoff.

Work and review time
Track drafting, revision and review together
Requirements coverage
Pass, hold or revise against agreed criteria
Accuracy and edge cases
Compare expected and actual results on representative and exceptional cases
Changes and decisions
Share reasons, impact and items needing your confirmation

Before we begin,
your questions.

An idea is enough
to start a conversation.

You do not have to start right after an inquiry. Keep talking until you feel confident in the way we work. Conversations are free; separate work is scoped and priced before it begins.

Discuss a projectContact via KakaoTalk

Guides for planning your project