Case Studies & Outcomes
Reusable implementation paths and measurable outcomes from typical projects
Typical Outcome Metrics
Typical project baselines. Actual results depend on scenario, process, and acceptance criteria.
Aerospace
20 Staff -> 3 Staff
Significant staffing reduction in multimodal data and orchestration chains.
Healthcare Assistance
10 min -> ~30 sec
Per-case assistance time reduced while maintaining diagnostic support accuracy.
Low-Altitude & UAS
Lower Command Barrier
Natural-language and voice commands reduce operation and training thresholds.
Case Library
Unified template with background, challenge, solution, deliverables, and measurable outcomes.
Aerospace Unit: Private-Network Workflow Automation
Background: Legacy processes relied on manual cross-system operations with long cycles and high audit overhead.
Challenge: Offline private network, heterogeneous tools, and strict traceability requirements.
Solution: Deployed Hanshu Core with private-network orchestration templates and Hanyuan Platform for stable execution.
Deliverables: Delivered 18 workflow templates and launched audited result-return chains.
Result: In typical aerospace tasks, management staffing reduced from 20 to 3 while data-loop timeliness improved significantly.
Tier-3 Hospital: Healthcare Assistance Workflow Optimization
Background: Clinical assistance previously depended on manual multi-step retrieval and review.
Challenge: High compliance requirements and explainable evidence references.
Solution: Built recommendation and risk-check chains with traceable, archivable outputs.
Deliverables: Delivered hospital workflow templates with standardized output formats.
Result: Per-case assistance time reduced from around 10 minutes to around 30 seconds while maintaining diagnostic support accuracy.
UAS Platform: Real-Time Task Scheduling Optimization
Background: Task execution involves multisource input and real-time local decisions.
Challenge: Constrained local compute with both latency and stability requirements.
Solution: Compressed redundant reasoning paths via native scheduling strategy and industry templates.
Deliverables: Delivered real-time scheduling optimization and reusable templates.
Result: Natural-language and voice commands enabled non-specialists to complete standard operations after short onboarding.
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