Full-pipeline AI governance foundation covering API + Agent layers. Eliminate cost black holes, compliance gaps, and agent out-of-control risks.
Traditional LLM limitations plus new AI Agent security blind spots create dual risks that are hard to manage.
Keys scattered in code and docs; risk of exfiltration and unauthorized charges.
No quota limits, no cost allocation, unexpected monthly spikes with no audit trail.
Test workloads gobble premium models, starving core business of compute.
No input/output logging; cannot attribute breaches, risking regulatory penalties.
Agent actions hidden in model responses; execution chain cannot be reconstructed.
Hallucinations induce database deletion or file tampering; traditional gateways cannot block.
Cannot establish behavior baselines; off-hours bulk calls and unknown tool access go undetected.
Finance, healthcare, and government lack complete operation records for regulatory audits.
| Dimension | Direct Access | Shen'an AI Gateway |
|---|---|---|
| Key Management | Scattered keys, manual rotation, high leakage risk | Virtual keys centrally managed, one-click revocation, fully encrypted |
| Cost Control | No quota limits, no cost allocation, out-of-control budget | 3-layer 4-dimension quota control, visual cost analytics & alerts |
| Security Audit | Only basic request logs, no sensitive content detection | Full-pipeline I/O audit, real-time sensitive info blocking |
| AI Agent Control | No monitoring, no blocking, no behavior records | Full tool audit, policy blocking, intelligent anomaly alerts |
| Overall Governance | Chaotic, multi-layer security blind spots | API + Agent dual coverage, full-pipeline standardized compliance loop |
Full-pipeline protection + task-level Agent control + behavioral insights, covering all enterprise AI governance scenarios.
Meets audit retention requirements across MLPS, finance, government, and healthcare.
Lightweight choice for SMBs, fast launch, zero ops
Dedicated for finance, government, healthcare with strict compliance
Quota + alerting, auto department bills, clear AI ROI quantification
Virtual keys prevent leakage, block sensitive content; Agent full control eliminates high-risk ops
Complete dual-dimension (LLM + Agent) audit logs, meets MLPS and industry regulation
Self-service key app, visual dashboard, hot-update policies — frees engineering time
Shen'an AI Gateway unifies API traffic governance and AI Agent security control, making large-scale LLM deployment worry-free.