One company. One dedicated server. No neighbours.
Nothing to procure. Nothing to install. Nothing to wait for. Log in and go — today.
Not a slice of a shared machine. Not a tenant in someone else's database. Not a migration project with a date next quarter. A dedicated server — 8 CPU cores, 32 GB of memory, 400 GB of disk — live, and waiting for your documents. Here is what fits on it, what it will do all day, and the two screens you use to fill it.
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What those numbers actually mean
Give 1,000 people this server — every one of them a heavy AI user, having 24 conversations a day — and it runs at just over a third. That is 24,000 conversations a day, and the machine is barely leaning on it.
Conversations
2,400 /hr of 7,000
34% used
Machine calls
7,200 /hr of 20,000
36% used
People waiting at once
~6 of 40 slots
15% used
Every one of those thousand people could ask nearly three times as often before the busiest hour reaches a ceiling. The headline figure is the worst of the three above, not the flattering one — machine calls bind first, at 2.8× headroom. Assumes those conversations spread across a ten-hour working day, and that each one also triggers three background calls from your agents, integrations and scheduled automations. Note what does not move: the library is the size of what your company knows, not of its payroll — hiring another thousand people adds traffic, never pages.
A server with capacity is not the same as a server that is useful. The reason Trilivy.AI is working the week you buy it — rather than the quarter after — is that the whole path from raw content to a cited answer is two screens, both already installed and waiting the first time you log in.
Turns what you already own into a governed, searchable knowledge base. You point it at content; it reads, splits, understands and indexes.
Done when a question comes back answered with a citation.
Puts that knowledge to work. One foundation, two doors — and the only question is who is consuming it: a person, or a machine?
MCP is an open standard, not a partnership — support and maturity vary by vendor and version. Anything that cannot speak it can still call plain REST, which is everything.
Done when a real consumer — person or machine — has received a real answer.
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