Context-aware AI workspace

AI that respects your organization.

Every context in your hive gets its own AI — it knows everything shared there, and nothing it shouldn't.

Company TOP CONTEXT AI Product CONTEXT AI Finance CONTEXT AI Project A SUB-CONTEXT AI Project B SUB-CONTEXT AI
The infrastructure to help your company adopt AI under the EU AI Act — governed by design
The problem

Enterprise AI fails on one question.

/01

What is this AI allowed to know — for this user, right now? No assistant that can't answer this gets deployed where it matters.

/02

Assistants bolted onto flat channels and shared drives leak across permission boundaries — or get blocked by IT before launch.

/03

SweetHive was built structure-first, so the answer is already in the architecture — not in a filter added after the fact.

How it works

Content is born scoped.

Every message, file, note and video enters SweetHive inside a context, addressed to groups. Visibility inherits down the tree — and so does AI knowledge. The permission model and the AI's retrieval scope are the same object.

Hive

One per organization. People join through groups — never loose accounts with vague access.

Contexts

Hierarchical workspaces. From the top you see everything; lower down, only that subtree.

Groups

Gate every shared item. Who sees is decided at the moment of sharing, not cleaned up later.

Context Brain

Each context's scoped AI. It retrieves only what your groups can see, from that level down.

Visibility flows down the tree. So does AI knowledge. Nothing else.

The AI layer

Five things only a structured workspace can do.

AI

Context Brain

Ask any context a question. It answers from what your groups can see — from that level down, and nothing more. Permission-safe by construction.

AI

Catch-me-up

One digest replaces notification noise across every hive you belong to. Prioritized, summarized, in your language — even when the thread isn't.

AI

Smart routing

Write the message; SweetHive proposes the right context and groups. The structure stays — you stop navigating it by hand.

AI

Attachment intelligence

Every file, image, video and link is extracted, transcribed and indexed the moment it's shared. Search all of it in natural language — scoped to what you're allowed to find.

AI

Agents as apps

Install agents into a context. They inherit its boundary, see what its groups see, and act inside it — the agent platform with built-in organizational limits. Anyone can create one — scoped to all their hives, one hive, or a single context.

Explore agents →

“Copilot bolts AI onto flat channels and hopes permissions hold. SweetHive's context tree makes AI scoping structural.”

Why regulated and high-trust environments can actually deploy it

One engine, many worlds

Proof, not promises.

Art & heritage

The engine behind the AerariumChain HUB

Contexts map to collections and artworks; groups to conservators, insurers and lenders. The Context Brain becomes the artwork brain — scan history, condition reports, restoration threads, scoped per stakeholder.

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Education

Schools and academies

School → class → section contexts. Parents, teachers and staff each see exactly their scope — and so does the AI that answers their questions.

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Business

SMBs with external partners

One hive, clean boundaries. Suppliers, agencies and clients work inside single contexts with custom apps and agents — never inside your whole company.

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Security

Trust is the product.

Most AI security is a promise about filtering. SweetHive's is a property of the data model: content that was never visible to you can never reach your AI, because scope is decided at write time, not query time.

SweetHive & the EU AI Act →

  • Scoping enforced structurally — the permission tree and the retrieval boundary are one object.
  • Per-context audit: every AI answer is traceable to the items it was allowed to read.
  • EU-hosted, with data residency in the EU.
  • Agents run inside context boundaries; nothing crosses the tree without a share.
  • Agents can be pinned to on-prem private nodes — scope enforced down to the hardware.
Pricing

Simple per-hive plans.

Hive

€ 7
per user / month
  • Contexts, groups, apps
  • Core messaging & storage
  • Community support

Hive + AI

€ 19
per user / month
  • Context Brain in every context
  • Catch-me-up & smart routing
  • Attachment intelligence

Enterprise

Custom
annual
  • Agent platform & custom apps
  • Audit, residency, SSO
  • Vertical OEM licensing
Per user, billed annually. VAT excluded.

Others add AI to collaboration. SweetHive built collaboration the way AI needs it.

See the Context Brain live: one question, three personas, three correctly-scoped answers from the same hive.

Get a demo