self-hosted · white-label · enterprise-grade

Ask your company anything.

Get a cited answer from your own documents, scoped to the exact department you are talking to. Scirium is the trustworthy layer between your staff and the institutional knowledge they already have but cannot reach.

pronounced sigh-ree-um · from the Latin "scire" (to know) + the -ium suffix · the element of knowing

HR
Scirium HR
domain: HR · source: employee handbook
How do I submit a PTO request?
Every answer cites its source inline
grounded cited scoped trustworthy self-hosted white-label multi-tenant enterprise-grade
The problem

Your knowledge already exists. It is just unreachable.

Every company already has its knowledge. It lives in the handbook, the policy PDF, the billing procedure, the onboarding checklist. What the company does not have is a way for staff to get a correct, cited answer in ten seconds without interrupting a human.

01 / interrupts

Answers interrupt people

Staff ask a coworker or a manager, who stops what they are doing to answer the same question for the hundredth time.

02 / scattered

The knowledge is scattered

It is spread across SharePoint, OneDrive, handbooks, policies and procedures, with no single place to ask.

03 / trust

The wrong answer costs trust

A half remembered rule or an outdated PDF becomes the wrong answer, and it compounds quietly across the company.

The core invariant

One channel. One domain. Never cross-contaminated.

A channel has exactly one agent and exactly one knowledge scope. If a company needs a second domain, it creates a second channel with a second agent and a second scope.

Scirium Billing

Billing answers billing.

Cites the billing policy PDF, paragraph and page. It never reaches into the employee handbook.

scope: billing only
Scirium HR

HR answers HR.

Cites the PTO and leave policy. It never reaches into the IT runbook.

scope: HR only
Scirium IT

IT answers IT.

Cites the internal IT runbook. It never reaches into the billing policy.

scope: IT only
Why not a regular chatbot

The opposite on every axis that matters to a business.

A regular chatbot is one undifferentiated model with no grounding in your documents, no audit trail, and no scoping. Scirium is built to be trustworthy where a general chatbot is not.

Axis Regular chat Scirium
Grounding unverifiedMay hallucinate, no source. citedEvery answer cites its source documents inline with a Sources footer.
Scoping undifferentiatedOne model answers everything. scopedOne channel = one knowledge domain + one agent + one scoped source. Billing answers billing. HR answers HR.
Data residency externalSent to a vendor's cloud. self-hostedData stays in the company's M365 and your infrastructure.
Audit trail noneNo record of what was asked. full auditEvery question and answer logged with citations, model, tokens and latency.
Identity anonymousA nameless generic model. named personasEach domain is a named agent persona, like Scirium Billing.
Failure mode confident + wrongProduces confident wrong answers. honestIf the answer is not in scope, it says so instead of guessing.
Tenancy n/aSingle user, no isolation. multi-tenantOne deployment serves many isolated tenants with row-level security.
Real examples

Correct, scoped, and verifiable.

The answer is right, it is scoped to the right domain, and the user can click through to the source document to verify it themselves. Trust is the feature.

HR
How do I submit a PTO request?
The steps to request paid time off, with the approval workflow and notice period.
cited: Employee Handbook · PTO Policy section
Billing
What is our refund policy on a disputed charge?
The exact refund policy for disputes, down to the paragraph and page.
cited: Billing Policy PDF · paragraph and page
IT
What is the WiFi password for the conference room?
The current credentials for that room, pulled from the internal runbook.
cited: IT Runbook · network access section
Onboarding
Walk me through the new hire checklist.
A step by step walkthrough, each step citing the onboarding checklist document.
cited: Onboarding Checklist · new hire process
Roadmap

Grounded from day one. Autonomy only when earned.

The gap between v1 and the later versions is autonomy, not accuracy. v1 is already fully grounded and cited. What the later versions add is the ability to act, and only ever within an approved risk tier.

v1

Grounded, cited Q&A

Read-only over scoped M365 document libraries. No actions taken, ever.

autonomy: zero writes. answer only
v2

Risk-tiered actions

Reporting first, then low-risk writes that follow propose, approve, then a narrow audited write.

autonomy: conditional, human-approved
v3

Broader governed autonomy

Autonomous actions by risk tier, deeper connectors, and granular per-channel permissions.

autonomy: tiered
v4

Mature and governed

Multi-connector breadth, analytics, and admin self-service at scale.

autonomy: mature, governed
Scirium never becomes a free-roaming agent. The propose, approve, audit gate is permanent.

Bring your company's knowledge to the surface.

Self-hosted. White-label. Multi-tenant. Scirium sits on the documents you already own and makes them answerable, one scoped channel at a time.