AI-DX
Improve operations with AI,and grow alongside our partners.
We start with a focused business audit and build real results through AI, automation and web improvements. As results take shape, we continue together through monthly operation, adding new improvement themes over time.
Talk to us about the auditWhat we value at woof
Start from a diagnosis
We don't lead with large-scale development. We begin with a small business audit, identify where impact is most likely, and start where it matters.
Hands-on implementation
Our team has shipped LLMs, image and audio generation, and workflow automation in real products. We work directly inside operations rather than stopping at advice.
Move to the next stage once results take shape
Once the audit and initial build produce results, we continue together through monthly operation, adding new improvement themes over time.
Companies we support
Companies looking to put AI to real use
Construction firms, real-estate offices, professional firms, clinics, salons, schools, used-car dealers, regional studios — sectors with substantial room to improve through automation and digitization.
Companies strengthening web and acquisition channels
Companies where another step up in their web, SNS, LINE and phone touchpoints would recover opportunities that are currently slipping through.
Companies easing the load on owners and teams
Companies where work is concentrated on the owner or a small team, or customer lists are not yet fully used.
Service menu
Example improvements
CASE 01
Automating inquiry handling
First-touch responses across web, LINE, email and forms are handled automatically, reducing load on the owner and frontline teams.
LLMLINEAuto-reply
CASE 02
Auto-generating quotes and invoices
Quotes, invoices and outreach emails previously built in Excel are AI-drafted directly from deal inputs.
AutomationTemplatesChatGPT
CASE 03
Internal knowledge AI search
A RAG layer over Google Drive, PDF, Excel and Notion makes the knowledge of owners and senior staff searchable across the company.
RAGDrive integrationInternal search
CASE 04
Web, LP and SNS improvement
Site renewal, LP production, and AI generation of ad copy, SNS posts and video scripts — operated as one continuous workflow.
LP productionSNS opsContent generation
Core technologies we use
LLM
OpenAI GPTAnthropic ClaudeGoogle GeminiDeepSeek / Qwen, etc.
Workflow automation
RAG (internal knowledge)AI agentsWebhook / API integrationGoogle Workspace / Notion integration
Content generation
Ad copy & SNS postsVideo scriptsImage & LP assetsAI translation & localization
Web & LP
LP / CV optimizationWordPress / Next.jsAnalyticsInquiry form improvement
CRM & reservations
Customer list cleanupUnified reservation & inventoryEmail & LINE broadcastingCRM rollout support
How we work
STEP 01
Audit (JPY 50K-100K)
Over 1-2 weeks we organize workflows, web and SNS together and surface AI opportunities. Audit-only engagements are welcome.
STEP 02
Initial build (JPY 500K-1M)
We ship only the improvements agreed in the audit: automated inquiries, internal knowledge, web fixes — released step by step.
STEP 03
Monthly operation (JPY 100K-300K/mo)
Ongoing AI tooling, documentation, ad / SNS, and new automation themes — embedded into a monthly cadence.
FAQ
Start with a business audit.
Over 1-2 weeks we organize your operations and web presence together and report back on improvement potential and ROI. Audit-only engagements are welcome.