KARAKURI

Enhance customer satisfaction and operational efficiency with AI agents designed for Japanese contact centers, featuring automated FAQ generation and RAG optimization.

Paid automate customer service

Paid only

Price not published

About KARAKURI

KARAKURI is a comprehensive AI suite designed to transform customer support (CS) and contact center operations. It leverages proprietary Japanese large language models (KARAKURI LM) to bridge the gap between raw data and actionable AI insights. The platform offers a range of tools including Generative Navigator (GeN) for customer interactions, high-performance chatbots, and smart FAQ systems that simplify the search process for users and support agents alike. By integrating these solutions, businesses can automate routine inquiries while maintaining a high level of service quality. At its core, KARAKURI uses patented 'Question Intent Identification' technology to understand user queries accurately. It includes a Data Preparation Tool known as the Knowledge Generator that refines unorganized logs—including both text and voice data—into structured FAQs and RAG-optimized datasets. For internal teams, the 'assist AI' provides real-time support to operators, while 'Voice Search' helps navigate complex phone-based inquiries. This multi-layered approach ensures that AI is not just a front-facing chatbot but an integrated part of the entire service ecosystem that supports employees as much as customers. The suite is specifically tailored for Japanese enterprises and government organizations that struggle with data readiness. It serves customer support managers seeking to reduce workloads, operators needing real-time guidance, and municipalities looking to automate large-scale citizen inquiries. Use cases range from major e-commerce brands like Orbis to public sector entities like Yokkaichi City, which uses the platform to handle over 100,000 monthly inquiries. This versatility across different service-oriented industries allows KARAKURI to address unique pain points in the Japanese market. What sets KARAKURI apart is its status as a domestic AI leader in Japan, offering 'Friendly Technology' that fits the specific nuances of Japanese business culture. Unlike global vendors that may require highly structured data to start, KARAKURI can begin with unorganized logs and refine them over time through its proprietary refinement tools. By combining cutting-edge LLM research with deep domain expertise in BPO and contact center workflows, it provides a 'human-AI co-creation' model that focuses on long-term value rather than simple task replacement.

KARAKURI pros & cons

Pros

Uses patented technology for identifying customer question intent with high accuracy.
Supports data refinement from raw, unorganized response logs and manuals.
Developed specifically for Japanese business culture and linguistic nuances.
Offers a specialized edition tailored for government and municipal digital transformation.
Provides an end-to-end solution including AI-driven BPO and internal operator support.

Cons

Website and primary support documentation are currently available only in Japanese.
Detailed pricing information is not publicly listed and requires a custom consultation.
Full implementation of custom LLM models may involve a longer setup period.
Maximum benefits require existing interaction logs or manuals for the data refiner.

KARAKURI use cases

Customer Support Managers use the Knowledge Generator to turn chat logs into searchable FAQ databases to reduce manual ticket volume.
Contact Center Operators utilize KARAKURI assist AI during live interactions to retrieve relevant information instantly and reduce handling time.
Municipal DX Officers implement GeN - Gov Edition to manage thousands of citizen inquiries monthly, ensuring 24/7 service accessibility.
E-commerce Support Teams deploy the KARAKURI chatbot to handle pre-purchase inquiries and improve conversion through 'attentive' AI service.
Data Scientists leverage the RAG-optimized data refinement tools to improve the accuracy of internal corporate knowledge bases.

KARAKURI features

rag data refinement
voice search partner
karakuri assist ai
knowledge generator
smartfaq search system
karakuri chatbot
question intent identification
generative navigator (gen)

KARAKURI pricing

Is KARAKURI free? No, KARAKURI doesn't offer a free plan.

Custom Enterprise

Price varies

Generative Navigator (GeN) AI
KARAKURI Chatbot
KARAKURI SmartFAQ
Knowledge Generator Tool
Assist AI for Operators
Voice Search Integration
Custom LLM Development
RAG Data Refinement
Implementation Consulting
Full Security Compliance

KARAKURI FAQs

Can KARAKURI handle unorganized data logs?

Yes, the Data Preparation Tool can process raw response logs from text or voice sources and manuals to generate structured FAQs and RAG-optimized data.

What is the GeN AI agent?

Generative Navigator (GeN) is an AI agent that utilizes patented technology to identify customer intent and provide accurate, automated responses.

Does the platform support government organizations?

Yes, KARAKURI offers a specialized 'GeN - Gov Edition' designed to help municipalities efficiently handle high volumes of citizen inquiries.

How does KARAKURI support human operators?

Through KARAKURI assist AI, operators receive real-time information suggestions and knowledge base support to improve response speed and accuracy.

What is the KARAKURI LM?

KARAKURI LM is a proprietary Japanese Large Language Model developed specifically to handle the linguistic and business nuances of the Japanese market.

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