FAQ
AI becomes useful only when workflow, data, review, and ownership are clear.
Before implementation
We review ad objective, creative angle, CTA, landing page, form flow, LINE and Instagram handoff, GA4, Meta Pixel, UTM, and thank-you events to identify whether the issue is creative, page, tracking, or follow-up.
Start with work that repeats often, has clear rules, uses searchable information, and produces text or structured data.
A first workflow diagnosis is quick. If the workflow is clear, a first usable prototype can often be built in 4 to 8 weeks.
We first separate public, internal, and sensitive data, then design permissions, review rules, and data-use boundaries.
Yes. Starting with one high-frequency workflow is usually safer than building a large system immediately.
A tool is only the starting point. Consulting connects roles, data, workflow, review, permissions, and metrics.
Yes. We can review your forms, files, CRM, support system, cloud drive, or internal knowledge base before choosing an integration path.
More questions?
Tell us the current process, tools, bottleneck, and desired improvement.