AI spend that shows up as a surprise line item kills programs. Vocion treats cost as a first-class control: every job is quoted up front, every agent has a budget, model choice is a policy with a ceiling, and the number that reaches your CFO is cost per outcome — already net of cache and routing savings.
Quality dial
Typical run $0.18–0.31 · 4–7 minModel policy · balanced
$412
spend this month
−$118
saved by cache + routing
$0.21
avg cost per outcome
Some work deserves the best model; most work doesn't. Pick economy, balanced, or quality per task and see the estimate before anything spends a cent. The dial sets the model policy underneath — you choose the trade-off, the platform executes it.
Tokens are how vendors bill; outcomes are how you manage. Every run's cost lands on the agent, the workflow, and the result it produced — so the question "what does the support desk coworker cost us per resolved ticket?" has a number on screen.
The open-source Agent Workforce Platform. AI coworkers you can trust with real work — running in your own AWS account, on a foundation your company owns.
MPL-2.0 · Self-hosted · Runs on AWS