海若

HAIruo (海若) is a large-model product line from Inspur cloud aimed at organizations in China that want AI APPlied to specific industry Workflows rather than General-purpose conversation. Instead of a single all-purpose assistant, it packages model capability around six verticals: government services, transportation, emergency response, manufACTuring, healthcare and agriculture.

What it does

The platform combines data-processing tooling with language-model functions so that each vertical gets a purpose-built workflow. According to the provIDEr, the models are trained and tuned for tasks that recur in these SECtors, such as drafting documents, summarizing case material, recognizing risk points or generating structured records. The pitch is less about open-ended chat and more about measurable Operational gains: shorter turnaround, fewer manual hours and more consistent ouTPUt.

Key capabilities

• Government: faster assembly of administrative materials and more accurate replies, including around-the-clock service for public-facing requests.
• Manufacturing: identifying target points with higher accuracy and larger analysis volume while reducing staff time.
• Healthcare: quick generation of medical records with the aim of eASIng CLInician workload.
• Agriculture: improving product quality rates and increasing the area one person can manage.
• Transportation: hazard reCognition during tunnel construction to lower incident risk and avoid schedule delays.
• Emergency response: reducing expert review effort and shortening the time needed to reach decisions.

Inspur also emphasizes deployment flexibility. The company points to its network of city cloud data centers as a foundation for local, on-premises-style deployment, which matters to buyers with data-residency or security requirements. It describes a platfORM-plus-service model in which models are retrained and tuned over time, so the offering is intended as an ongoing relationship rather than a one-off software install.

Who it is for

The product is designed for public-sector agencies, hospitals, manufacturers, agricultural operators and transport or emergency-management departments, particularly organizations in China that already work with Inspur infrastructure or need localized deployment. Teams expecting self-serve experimentation or global-language support may find it less suitable.

How to get started

There is no evident public sign-up flow. Interested organizations would typically contact Inspur Cloud through its official site to discuss a pilot, deployment model and industry-specific configuration. Expect an evaluation and procurement process rather than instant access.

Pricing and access caveats

Pricing is not publicly listed and likely varies by industry, deployment scale and service agreement. Availability, model veRSIons and delivered features may differ by region and are best confirmed directly with the vendor. Details here reflect publicly described capabilities and should be verified before purchase.