AI cost optimization · Zion app network

Cut AI spend without cutting quality.

Token-level cost intelligence, smart model routing and caching strategies that typically reduce LLM bills by 40–70%.

Capabilities

Attribute every dollar of AI spend to teams, features and customers.

Route each request to the cheapest model that meets your quality bar — automatically.

Cache and reuse responses for similar queries, slashing latency and spend together.

Cost and latency analytics for every request.

Routing and quotas that enforce your budgets.

Test prompts for quality and cost together.

Shift inference to the edge and off the meter.

Budgets and policies for AI usage.

AI, IT, cloud, cybersecurity and automation services.