Blog · AI cost & security
Keeping AI costs low and models secure
Model routing, cost limits, zero data retention, bring-your-own keys and access policies: how to run AI agents cheaply without loosening control of your data.
How teams keep AI spend low and data safe in Agent Serve: model routing, cost confirmations, zero data retention, bring-your-own keys and access policies. Published by Valnora & Elric, makers of Agent Serve, the AI workspace where teams build, deploy, and manage AI agents.
AI cost & security articles
- Cost & securityMixed
Separate AI tools or one AI workspace: a decision guide
A chat assistant here, an image generator there, a video tool, a transcription app, a scraper and an automation service. This guide helps growth teams decide when that stack is fine and when one shared workspace is worth the move.
· 6 min read
- Cost & securityMixed
Keeping AI model costs low without making every answer worse
AI bills grow quietly: a premium model on every step, a few video generations nobody checked. This guide compares the levers that keep spend down, and which to pull first.
· 6 min read
- Cost & securityMixed
What happens to your data when an AI model reads it
Every prompt sent to a model is data leaving your hands for a moment. Here is what zero data retention means, what the switch in Agent Serve does, and how to choose settings team by team.
· 5 min read
- Cost & securityDashboard
Showing each team what its AI work costs
One AI bill for the whole workspace tells nobody what to change. This dashboard shows each team the cost of its own workflows and Relays, warns before a budget runs out and points at the jobs worth moving to a cheaper model.
· 5 min read
- Cost & securityMixed
Rolling out AI to 200 people with one access policy per team
Turning AI on for a whole company is mostly a question of who may do what. This architecture gives each team its own access policy, runs on your own provider keys and keeps personal data out of logs.
· 5 min read
- Cost & securityMixed
Which model for which job, from tagging emails to rendering video
Tagging an email, reading an invoice, writing a board memo and making a product video are different jobs. This guide matches each to a kind of model, and shows when to let Brain Auto route and when to pin a model yourself.
· 6 min read