Blog
Notes from building an AI workforce
No trend pieces. Just what we've learned putting agents next to real inboxes, CRMs and analytics.
What an AI employee actually is (and what it isn't)
An AI employee is not a chatbot with a job title. It is a scoped agent with instructions, tools, a model, an approval policy and a run history you can audit.
Approvals are the product
Autonomy without a review step is just an unmonitored script. Here is how approval policies make agent output usable in a real business.
MCP and the end of one-off connectors
Model Context Protocol lets an agent use tools it was never specifically built for. Here is how Enverif treats MCP servers alongside built-in plugins.
BYOK vs managed credits: which one should you run on?
Managed credits are the fastest way to start. Bringing your own provider keys is the cheapest way to scale. The trade-off is not only about price.
Put your first AI employee to work this week.
Start on Enverif Cloud, or clone the repository and self-host. Approvals are on by default either way.