Frequently asked
The objections, made public.
The conversations we keep having with security, procurement, and operations — written down, so you can have them on your own time.
“We already have Microsoft 365 and SharePoint.”
SharePoint stores documents; Knowledge Commons captures intelligence. A document records what was decided. Knowledge Commons captures why — the reasoning, the dissenting views, the context that never reaches the final document. And SharePoint puts everything on Microsoft’s cloud. Knowledge Commons puts everything on yours.
“We already use an AI meeting-transcription tool.”
Transcription produces text; Knowledge Commons produces intelligence. A transcript records what was said. Knowledge Commons understands what was meant, detects what’s emerging across many sessions, connects today’s conversation to one from three years ago, and puts all of it to work — on your own infrastructure. And if you’d rather keep your current recorders or transcripts, feed them straight in.
“Does this replace our people with AI?”
No — the opposite. Knowledge Commons is built to elevate human judgment, not replace it. People remain the source of every decision; the AI does what no person can do at scale — perfect memory, connections across the whole record, instant recall — so your team’s judgment reaches further. Humans decide. The system amplifies.
“How does anonymity work — and can we still attribute when we need to?”
By default, Knowledge Commons follows the Chatham House Rule: every idea is traceable to its exact source moment and timestamp, but stripped of individual speaker identity, so people speak freely. When a project needs individual contribution metrics, a Speaker Identification mode is available. You choose the level of privacy per project.
“Our data-security requirements make new technology difficult.”
Knowledge Commons was designed for exactly those requirements. It runs entirely on your infrastructure — no data leaves your environment — and supports full air-gap deployment with zero internet dependency.
“How do we know the AI won’t hallucinate?”
It’s built on immutable ground truth: raw source is always preserved, and every output is traceable to its source through an unbroken chain of custody. You can always verify what an answer was based on. It’s a sovereign knowledge system with full auditability, not a chatbot.
“What happens to our data if we stop?”
Nothing — because it was never anywhere but your own infrastructure. When you stop, your data is exactly where it started. There’s nothing to export, because it never left.
“We need to see it working first.”
You should. Knowledge Commons isn’t sold — it’s demonstrated. We offer a structured pilot, typically six months, priced to reflect the commitment we’re both making. The pilot demonstrates the value; the full relationship follows.