Selecting enterprise knowledge management software: AI integration and governance
Two checks decide an enterprise knowledge platform: whether AI agents read your documentation under each reader's permissions, and where the data sits.
An enterprise knowledge management platform now has two kinds of reader: the people who work in it, and the AI agents that answer from it. Both need the same three facts about any article before they can use it: who owns it, when it was last checked, and who is allowed to open it.
This page covers the two things that decide a large deployment: how the platform connects documentation to AI search and to outside AI agents, and how it governs that content and where it keeps it. Claims about Elium are linked to our own product documentation and Trust Center at each point. We build one of these platforms, so this is a specification written from a point of view rather than a neutral survey. Our comparison of eight knowledge management tools is the even-handed version.
Integrating AI with internal knowledge bases
Connecting documentation to an AI agent is a retrieval problem before it is a product choice. The agent answers with what the index hands it. If the index holds three versions of a procedure and nothing marks which one is current, the answer is fluent, wrong, and indistinguishable from a correct one.
Enterprise tools for organising internal company information
An Elium deployment is one platform made of spaces, usually one per team or business area, each with its own owners, review rules and read permissions. L'Oréal's operations teams run 113 spaces in about fifteen families by business area. That structure matters for AI: access is attached to the space and to the article, so an assistant can be scoped without anyone maintaining a second permission model beside the first.
AI Search runs a semantic query across every space the person can open, including the text inside attached Word, PowerPoint and video files, and returns the passages that answer the question with the articles they came from. Ranking weights matches in titles and tags, and anything updated in the last 30 days keeps its full score, so current articles come back first without older ones disappearing. The search algorithm documentation sets out the weighting.
Syncing internal wikis with AI agents
Two connections matter, and a selection process usually checks only the first.
The first is the AI inside the platform. Elium AI Search returns a direct answer with the articles it was built from, and Smart Assistants do the same conversationally: each one is scoped to chosen spaces, carries its own prompt, and is restricted to the teams that should use it (Smart Assistants documentation).
The second is whether your own agents can read the same content, which is the question that separates platforms once you already run an AI programme. Elium exposes its content through the Model Context Protocol (MCP) and an open API. ChatGPT, Claude, Mistral's Le Chat and Dust connect through one OAuth 2.0 connection per instance, and every call runs with the permissions of the signed-in user, so an external agent retrieves only what that person could already open (MCP documentation, permissions documentation). For teams building their own retrieval pipeline, the GraphQL Search API returns scored passages with their source, with permissions applied on the server (API documentation).
This removes the copy step that creates the silo in the first place. The agent reads the governed article where it lives instead of a snapshot exported into a vector store, which goes stale the day after it is built and carries no permissions of its own.
Keeping internal documentation current
Documentation decays at a rate you can predict, and an AI assistant repeats the decay at speed and with more confidence than a colleague would. Currency therefore has to be a property of the article rather than a habit of the team.
In Elium each article carries a verification period, set on the article or as a default for a whole space, at one month, three months or a year. Thirty days before the date the owner is notified and the article appears on their dashboard; administrators get a single view of everything overdue across every space. Marking an article expired flags it for review and never deletes it (keeping articles up to date). Approval is a separate control: a space can require sign-off before publication, requests go to a pool of approvers rather than one named person, and the approver and date are recorded against each version (approval documentation).
Which communication platforms Elium connects to
Internal knowledge fails at the last step, because people do not open a second application to check one thing. The connections below are available today.
- Microsoft Teams: an Elium tab inside a channel, search from any conversation, and notifications when content is published or updated (Teams documentation).
- Slack: new articles post to a channel, and a Slack message can be captured back into Elium as content.
- Browser extension for Chrome, Edge, Safari and Firefox, which puts articles and assistants in a sidebar beside any web application.
- Service desk and support tools, where an assistant can draft a reply for an agent to review: Zendesk, Intercom, EasyVista, Jira and GLPI.
- Mobile apps for iOS and Android, plus email broadcast and digest.
The rest of Microsoft 365 connects at the same level: Microsoft Entra ID for single sign-on with SCIM 2.0 provisioning, federated search that queries Elium and connected SharePoint sites at once (SharePoint search), SharePoint and OneDrive import, inline preview and editing of Word, Excel and PowerPoint files through Office for the Web, Power BI for reporting, and a Power Automate custom connector. The Microsoft 365 integration page lists the set.
Announced and not yet shipped, as of September 2026: a Microsoft 365 Agents connector, which grounds Copilot agents in Elium content, and connectors for Glean, Salesforce, ServiceNow and Amazon Quick. Ask any vendor to separate these two lists before you sign.
Governance and compliance in enterprise knowledge management
Governance decides whether the content is still worth answering from in three years, and jurisdiction is contractual, so it is expensive to change afterwards. Both belong in the selection, not in the rollout.
Governance features an enterprise deployment needs
| Control | What it has to produce | Question for the vendor |
|---|---|---|
| A named owner per article | A person accountable for each answer | What happens to their articles when they leave? |
| A verification period | An expiry that acts on its own | Does the date notify anyone, or only display? |
| Approval before publication | A sign-off record held per version | Who approved the version that was live last March? |
| Permissions applied to AI | Answers limited to what the reader may open | Does the assistant use the reader's rights, or a service account? |
| A named data location | A region you can write into the contract | Which entity do we sign with, and where is the data held? |
| An exit | A full export and documented deletion | In what format, and on what timeline? |
Where the company and the data sit
Elium is published by Whatever S.A., a Belgian company, and the contract is under Belgian law. The default deployment runs on Google Cloud's Belgium region for compute and storage, with managed databases through Aiven in the same region. Sub-processors that handle personal data operate in EU data centres only, and each one is published with its region on the sub-processors page.
Generative AI features run on Microsoft Azure OpenAI in the Sweden region, transiently and with zero retention. Customer content is never used to train a model and is never shared between customers. On-demand translation runs through DeepL in Finland, also transiently.
Two options exist beyond the default. Hosting can move to 3DS Outscale, a French cloud that holds the SecNumCloud qualification from ANSSI, the French national cyber security agency; customer-managed encryption keys are available there and on-premise. The qualification belongs to the infrastructure, not to Elium. Where regulation puts the whole platform inside your own perimeter, Elium runs on-premise, with the AI called on a model you host yourself.
Data is encrypted in transit with TLS 1.2 or above and at rest with AES-256, and keys are rotated quarterly in the cloud provider's key management service.
Elium's data privacy and security certifications
- ISO/IEC 27001:2022, certified by an accredited third party. The scope is the design, development, management and support of the Elium solution. The certificate is available on request, without an NDA.
- GDPR (Regulation (EU) 2016/679): a named Data Protection Officer, a published Data Processing Agreement, and tooling inside the platform for the eight data-subject rights, including access, rectification, erasure and portability.
- EU AI Act (Regulation (EU) 2024/1689): AI features mapped to the regulation's risk tiers, with model traceability and customer-controlled data use.
- EcoVadis Silver on the 2025 assessment, and CyberVadis, renewed in May 2026.
- Penetration testing by a third party at least once a year. The reports are available under NDA.
Content governance and lifecycle management
A knowledge asset survives the people who wrote it only if something keeps someone accountable for it after they leave. Four mechanics do that work, and they are the same four whether the reader is a person or an agent: an owner on every article, a verification period that expires, approval recorded per version, and permissions that the AI obeys rather than bypasses.
Reporting closes the loop. Gap detection lists the questions people asked that returned nothing, and duplicate detection finds the same procedure written twice in two spaces, which is the condition that makes an AI answer unstable. Both are read by the space owners who can act on them, not only by an administrator.
At the end of a contract, the platform produces a full export of content and metadata in a documented format, followed by deletion on a documented timeline. That clause is usually read last, and it is the one that decides how expensive it is to change your mind.
They are platforms that hold procedures, decisions and reference material with an owner, a review date and read permissions on every item. The category term is knowledge management software. What separates an enterprise product from a team wiki is whether those three properties are enforced by the platform, applied to AI answers as well as to people, and reportable across every team at once.
Look for a live connection rather than an export. Elium exposes its content through the Model Context Protocol and an open API, so ChatGPT, Claude, Mistral's Le Chat, Dust or an in-house agent query the articles where they live, with OAuth 2.0 and the permissions of the signed-in user. A vector-store export gives an agent a copy that ages from the day it is created and carries none of the original access rules. Our comparison of eight knowledge management tools sets out how the other platforms in this category handle the same question.
One platform made of spaces, usually one per team or business area, each with its own owners, review rules and permissions, reachable from the tools people already use. In Elium that means a tab inside Microsoft Teams, a Slack channel, a browser extension on Chrome, Edge, Safari and Firefox, mobile apps, and assistants inside Zendesk, Intercom, EasyVista, Jira and GLPI.
Make currency a property of the document. Give every article an owner, a verification period of one month, three months or a year, and a notification to that owner 30 days before the date. Require approval where the stakes justify it, and record the approver against the version. A last-reviewed date that only displays, with nothing behind it, certifies stale content instead of catching it.
Judge it on six controls: a named owner per article, a verification period that expires on its own, approval recorded per version, permissions applied to AI answers as well as to people, a named data location you can write into the contract, and a documented export and deletion at the end of it. Elium implements all six and is certified ISO/IEC 27001:2022.
Access that follows your directory rather than a separate user list: single sign-on through Microsoft Entra ID, Google Workspace, Okta or any SAML 2.0 provider, with SCIM 2.0 provisioning so a leaver loses access the same day. Then encryption in transit (TLS 1.2 or above) and at rest (AES-256), annual third-party penetration testing, and an AI layer that answers only from content the person asking can already open.
Check where the data sits and who else touches it. Elium runs by default on Google Cloud's Belgium region, with every sub-processor that handles personal data in an EU data centre and each one published by name and region. Generative AI features run on Microsoft Azure OpenAI in Sweden, transiently and with zero retention, and customer content is never used to train a model.
Elium is published by Whatever S.A., a Belgian company, under Belgian law, and is certified ISO/IEC 27001:2022 for the design, development, management and support of the platform. GDPR compliance covers a named Data Protection Officer and a published Data Processing Agreement. A sovereign option hosts the platform on 3DS Outscale, which holds the ANSSI SecNumCloud qualification, and an on-premise deployment runs the full product inside your own infrastructure.