We focus on information consulting, AI technology services and FDE deployment, and operate the 101GPT AI hub and the HaiHot news navigator — delivering end-to-end intelligence solutions from strategy diagnosis to engineering rollout.
From information to intelligence, from consulting to deployment — practical, measurable and sustainable services.
Industry research, strategy consulting and data insight that turn fragmented information into decisions.
Book a ConsultationLLM applications, RAG knowledge bases and agent engineering that put frontier AI into your workflow.
Book a ConsultationPrivate and edge deployment, all-in-one delivery — engineering rollout that is secure and controlled.
Book a ConsultationFrom algorithms to infrastructure, cloud to edge — end-to-end delivery.
Cross-sector research and hands-on practice that shortens your learning curve.
We don't just ship systems; we stay for continuous operation and iteration.
Private deployment and data isolation you can govern.
* Figures are illustrative; please refer to official disclosures for external use.
Whether it's information consulting, AI adoption or private deployment, we'd love to hear about your use case.
Book a Consultation