creamcheese.jp

What It Is

CreamCheese is an AI R&D and implementation team operated by Japan’s CreamCheese Inc., founded in 2024. Rather than offering a single SaaS product, its main focus is “AI Bridge,” which provides end-to-end support for enterprise AI adoption. The team also turns its research output into in-house products such as MiraiCAD, ClipStore, and TasksClear. The official website highlights reading, implementing, and validating academic papers, as well as bringing LLM applications, image recognition, and industry–academia collaboration results into real-world operations.

Core Capabilities and Use Cases

AI Bridge covers three types of services: a monthly AI advisory service, one-day hands-on AI corporate training, and custom AI development for specialized business needs. Its methodology emphasizes first organizing business workflows, creating swimlane diagrams, and analyzing the root causes of problems before moving into PoC, development, and deployment. The company discloses a relatively wide range of case studies, including CAD component extraction, call center transcription and summarization, local RAG chat AI, menu translation into 18 languages, scheduling optimization for 3,000 employees, business data forecasting, robot self-localization, eKYC, and joint research in medical AI.

Products and Pricing

MiraiCAD targets the construction industry and can convert 2D drawings into BIM in around 30 minutes. The page claims BIM conversion accuracy of 80%+, supports Japanese-language corrections, and is positioned for design firms, general contractors, equipment installation companies, renovation businesses, and similar users. ClipStore is a platform for video upload, editing, channel distribution, live streaming, and file transfer, currently available as a public beta. TasksClear provides task, schedule, daily report, and reporting management, with support for Web, iOS, and Android. Specific pricing is not publicly disclosed. The AI advisory service is monthly subscription-based, server cost optimization mentions a success-fee model, and other services require inquiry.

Pros and Cons

Its strengths lie in a complete service chain: it can provide consulting and training as well as custom model and system development. It has a focused BIM use case for the construction sector, a broad range of disclosed case studies, and a background in university joint research. Limitations include the lack of public detail on APIs, SLAs, payment methods, privacy policy specifics, and measurable delivery boundaries. Aside from MiraiCAD, which provides some efficiency and accuracy indicators, the other products lack publicly available benchmark or evaluation data. ClipStore is still in beta, so stability should also be monitored.

Who It’s For and Access from China

CreamCheese is better suited to companies in the Japanese market that want to adopt AI in a systematic way, especially in construction, manufacturing, customer service, education and training, video distribution, and internal knowledge management scenarios. Chinese-language support is not clearly stated, and the official website is mainly in Japanese. Access from mainland China and payment methods are also not disclosed, so before purchasing, users should confirm network connectivity, contract language, invoicing, and cross-border payment options. Chinese users may want to compare it with alternatives such as domestic cloud provider AI services, BIM service providers, Feishu/DingTalk, and Tencent Cloud VOD.