§ Industry Scenarios
Industry-ready agent solutions, built to land in your workflow
Agent-User is not a one-size-fits-all SaaS. We reshape general agent capabilities around your industry, roles, and compliance needs, and fit them into the way you already work.
§ 01
Deep-dive industries
Coverage of construction, state-owned enterprises, government approvals, and other enterprise and government scenarios; metrics on this page are pilot target examples and require validation in the customer environment.
Construction
Enterprise scenariosDrawing review, scheme selection, construction QC, and progress forecasting — making site data computable and traceable.
State-owned enterprises
Enterprise scenariosCompliance review, bidding assistant, internal knowledge base, cross-region collaboration — designed for SOE org structures.
Government approvals
Government scenariosSmart government approvals, material pre-review, policy matching, and citizen inquiry assistant — designed for MLPS and SM assessment.
Smart manufacturing
Enterprise scenariosProduction line QC, predictive maintenance, equipment knowledge base, and production scheduling optimization.
Finance
Enterprise scenariosCredit risk control, anti-fraud, research report generation, regulatory reporting — designed around finance regulatory requirements.
Healthcare
Enterprise scenariosImaging-assisted diagnosis, medical record summary, medical knowledge base, and medication safety reminders.
Legal
Enterprise scenariosContract review, clause extraction, risk warning, similar case retrieval — designed around attorney-practice requirements.
Retail
Enterprise scenariosSmart recommendation, dynamic pricing, inventory forecasting, and store operations analytics.
Customer service
GeneralOmnichannel response, ticket automation, customer insight, and service quality analytics.
HR & talent
GeneralResume screening, role matching, employee development, and training plan recommendation.
Education
GeneralAdaptive learning, smart tutoring, auto grading, and learning analytics.
§ 02 · Capabilities
Four core capability modules
Built for traditional B/G industries, organized around four building blocks: Personal Agent · Enterprise Knowledge · Multi-agent Collaboration · System Integration.
Personal Agent Workbench
Task-handling agents for every role, domain, and business scenario.
- →Ready-made role agents for sales, support, legal, R&D, product, and more
- →Tasks are routed by rules; context carries over — no repeated briefing
- →Local-first execution; sensitive files can remain on the device by configuration
Enterprise Knowledge Hub
Turn your documents, policies, and case files into live, queryable assets.
- →Knowledge base isolated by enterprise / department / business line / role / individual — five tiers
- →Agent permissions configured across user, org, and agent identity — no cross-boundary access
- →LLM routing per department, business line, or data sensitivity
- →Every action is audited and traceable end-to-end
Multi-Agent Workflows
Cross-role tasks driven by rules; humans gate the critical steps.
- →Agents hand off automatically by business rules and preconditions; context carries over
- →Critical steps pause for human approval; the rest runs automatically
- →Parallel and serial execution mixed for throughput
- →Full chain-of-custody: every step's input, output, latency, and owner is traceable
Enterprise Integrations
Your existing systems stay; the Agent works alongside them.
- →OA / ERP / CRM / Email / Calendar / Feishu / DingTalk / WeCom ready out of the box
- →Credentials bridge through local secure channel; revokable in one click; can remain inside your intranet by configuration
- →Read by default; write operations go through approval; reversible post-hoc
§ 03 · Deployment
Deployment
Cloud and client work as a coordinated pair. Deployment forms can be flexibly composed to match enterprise compliance requirements; capability modules in the middle can be selected on demand.
Cloud
Cloud
Public cloud, private cloud, or hybrid — choose based on your needs. Each capability module is independently selectable and can be deployed publicly or privately.
Cloud capability modules (independently selectable)
- 01
Identity / Permission / Audit
Unified identity and permission system across cloud, client, and agents. Every action is traceable and auditable.
- 02
Knowledge Base & Graph
Document / policy / case ingestion, retrieval, and graph construction. Available on public cloud or on-prem private cloud.
- 03
LLM Orchestration
Connect private enterprise models or call external models; route by department, business line, or data sensitivity.
- 04
Agent Platform
Agent registry, versioning, quotas, and observability. Available on public cloud or on-prem private cloud.
- 05
Tool Library (Enterprise Shared)
Company-wide toolset curated by IT / compliance, callable by employees under permission; can also be deposited as a private enterprise asset.
Local Client
Local client
Online
Online scenario
Connects to the cloud capability hub — LLM orchestration, enterprise knowledge base, agent platform, and shared tool library. Desktop and laptop supported.
Isolated / Classified
Isolated / classified scenario
Fully isolated intranet deployment can be configured without external network or external data interaction. LLMs are deployed on local enterprise compute devices, supporting strict private-deployment and high-compliance assessment.
§ 04 · Cross-platform support
Multi-platform support for mainstream environments
Runs on global mainstream OS / chip architectures and fully adapts to mainstream platforms such as UOS, Kylin, Kunpeng, Loongson, Phytium, Hygon, and Zhaoxin. Private deployment lands seamlessly in any environment.
macOS
Apple Silicon · Intel
Windows
x86 · x64 · ARM64
Linux
x86_64 · ARM64
UOS
Desktop / Server
Kylin
Galaxy Kylin · V10
Kunpeng
ARM · 920 / 970
Loongson
LoongArch · 3A5000 / 3A6000
Phytium
ARM · S2500 / D2000
Hygon
x86 · 7000 / 5000 series
Zhaoxin
x86 · KX-6000 / KX-7000
§ 05
Applicable industries and teams
§ Advisory
Advisory service
Our consultants work inside your business context to design a tailored enterprise AI Agent roadmap — case by case, to help you improve quality and efficiency at depth.