AI usage inside Zapier automations is growing fast, often without the infrastructure needed to manage cost, reliability, or quality at scale. Most setups send every AI request to the highest cost models by default - no policies, no spend visibility, no way to link cost to actual value. This leads to unpredictable bills and wasted spend that scale as you add more workflows and teams.
cortave sits between your Zapier AI actions and the model providers, acting as a shared infrastructure layer for Engineering and Finance.
We provide:
- Clear visibility on who uses AI, how, and what it costs, right down to each workflow and team.
- Efficiency guardrails that prevent wasteful calls and control runaway spend.
- Policy-based routing to match every AI call to the most cost-effective model without losing quality.
The result? Token spend drops by 50 - 80% with no changes required to your Zaps. AI inference becomes a predictable, manageable cost, so you can scale automation confidently.
Key capabilities designed for Zapier‑powered AI workflows:
- Semantic caching: Returns repeated answers instantly, eliminating redundant AI calls across workflows and users.
- Prompt optimization and filtering: Cleans and structures AI inputs before sending, reducing unnecessary tokens.
- Deduplication: Stops repeated queries that creep in multi-step or looping Zaps.
- Multi-model routing: Finds the right balance of cost and capability on every request.
- Governance guardrails: Enforce cost caps, compliance policies, and model selection rules across your automations.
- Full observability: Track AI spend and outcomes by individual Zap, team, or user for accurate attribution and budgeting.
Business outcomes for your automation journey:
- For Finance: AI costs become a clear, forecastable line item tied to real business outcomes. Protect your margins as usage grows.
- For Engineering: Easy setup through an OpenAI-compatible proxy. Just one line added, no Zap redesign needed.
- For Leadership: Confident AI investments with measurable returns, auditable spend, and governance built in.