1
Complex multi-platform integration
Each vendor adopts distinct access methods, authentication mechanisms, SDKs and documentation, resulting in high integration costs and heavy maintenance workloads.
2
Unstable Token supply
Every platform comes with limited quotas and frequent fluctuations. Insufficient quotas or rate limits often occur during peak hours, disrupting business continuity.
3
Uncontrollable TPM/RPM limits
Opaque rate-limiting policies with delayed adjustments fail to accommodate sudden business spikes and degrade user experience.
4
Fragmented billing & difficult cost governance
Separate settlements and inconsistent bill formats across platforms hinder cost aggregation and analysis, leaving no effective means for budget control.
5
Data security and compliance risks
Unregulated cross-border data transmission, coupled with inconsistent security standards among vendors, create major obstacles for compliance audits and risk management.
6
High latency and poor stability for overseas calls
Cross-border networks suffer from high latency and severe fluctuations, leading to inconsistent business performance across regions.
