You can talk to us before requirements are fixed.
Guide: consulting from ¥300,000, chatbot from ¥1,000,000|See pricing
Generative AI
Generative AI design & build
Work that puts ChatGPT, Claude, and similar tools into real workflows. We narrow where it helps, try small, and only promote what is worth keeping. Buying a tool is not the finish line.
Common Challenges We Solve
- We want to make internal knowledge searchable
- We want to automate customer support
- We want to streamline meeting minutes and report creation
- We want to add AI capabilities to existing systems
- We're not sure how to get started with AI
Benefits
Cut repetitive work
Automate only the loops that clearly waste time — support, drafts, lookups
Design for human review
Assume wrong answers. Decide where people still check output
Make internal docs usable
Turn scattered files into something the system can actually retrieve
Services
AI Consulting
We assess the potential of generative AI for your business and develop an adoption strategy. We guide you from 'what's possible' to 'how to implement it.'
- Business Analysis & AI Feasibility Assessment
- Implementation Roadmap
- PoC (Proof of Concept) Support
- Internal Training & Workshops
RAG System Development
We build AI systems that can search through internal documents, FAQs, and manuals. Generate answers powered by your own company data.
- Vector Database Setup
- Document Parsing & Indexing
- Search Accuracy Tuning
- Hybrid Search
AI Chatbot Development
We develop chatbots for customer support, internal inquiries, and more. Available 24/7 to significantly improve operational efficiency.
- Custom Chatbot Development
- Existing System Integration
- Multi-channel Support
- Conversation Log Analytics
Business Automation
Automate routine tasks like meeting minutes, report generation, and email responses with AI. Free up your team to focus on what truly matters.
- Automated Document Generation
- Email & Chat Response Automation
- Data Analysis & Report Generation
- Workflow Automation
Supported AI Models
OpenAI GPT-4
High-accuracy text generation & comprehension
Anthropic Claude
Long-context understanding & safety-focused
Google Gemini
Multimodal capabilities
Azure OpenAI
Enterprise-grade deployment
Implementation Process
Discovery & Assessment
We assess your current challenges and identify opportunities for AI adoption, estimating the potential impact.
Proof of Concept
We run a small-scale pilot to validate the approach and identify any issues early.
Full Development
Based on PoC results, we build the production system and integrate it with your existing infrastructure.
Operations & Improvement
After launch, we continuously monitor performance and support accuracy improvements and feature expansion.
Technologies
LLM API
Frameworks
Vector DB
Infrastructure
Related Services
Pricing guide
Prices are pre-tax guides and vary with scope, integrations, and post-launch operations. Formal quotes are free.
Related work
Projects close to this service. Those with challenge, scope, and stack described come first.
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AI & Generative AI
We want to adopt AI—where should we start?
Tell us about your current challenges. We'll analyze which operations can benefit from AI and propose a cost-effective implementation plan. Initial consultation is free.
We want to use ChatGPT or Claude in our business
We can help with custom AI chatbots using your internal data, Slack/Teams integration, and embedding AI into business processes—all with security in mind.
Can our internal data be used to train AI?
Yes, using RAG (Retrieval-Augmented Generation), we can enable AI to reference your internal documents and FAQs. Data stays secure and is never sent externally.
How much cost savings can AI achieve?
Results vary, but we've seen 30-50% reduction in inquiry handling and 40-60% reduction in document creation workload. Contact us for details.
How much does AI implementation cost?
Per our pricing guide: AI consulting (analysis and PoC support) from ¥300,000, AI chatbot development from ¥1,000,000, and AI business automation from ¥2,000,000. We recommend starting small, confirming the effect, and expanding in stages.
Can we implement AI even if our team has no AI expertise?
Yes, no problem at all. We handle from AI selection and implementation to operational training. We'll prepare manuals and conduct internal training so your team can use it confidently.
You can talk to us before requirements are finished.
We can start by sorting what to do first. We run businesses ourselves, so the conversation stays about labor and ops. Consultation and estimates are free.
Online meetings / reply by next business day / free consult & estimate