Answers you can check, not just read.
Ask in plain language and the conversation goes to work: it reads the documents you gave it, searches the web under rules your organization sets, runs code in an isolated sandbox, and can put the same question to several models at once. Every answer opens up, down to the passages it used, the steps it took and what it cost.
- Citations with page numbers
- Guarded web search
- Isolated code execution
Grounded in what you uploaded
Point a conversation at a knowledge base, a folder or single documents. Sources are numbered, taken from what retrieval actually returned, and each one opens on the passage it came from with its relevance and page.
Several models, one answer
Fusion sends the same question to a panel of models in parallel and a separate model synthesises the result, with every panel answer kept so you can see where they disagreed.
The web, on your terms
Web search is a service of the platform rather than a browser: the engine is chosen per organization, results are redacted before they reach the model, and every query is priced and recorded.
Code that runs somewhere safe
The model can write and run code in a sandbox with no network of its own. Files it produces come back to you, and the run is recorded like any other action.
What an administrator controls
- Which models appear, per organization
- Whether web search is available and which engine serves it
- Which knowledge bases a person or group may read
- How long conversations and their payloads are kept
Next to the tools you already know
Every cell about another vendor is a fact that vendor publishes itself, linked to the page it came from. Nothing here claims they lack a feature, because the point is the shape of the two offers, not a scoreboard.
| What you are comparing | NeuriflyApptivity | ClaudeAnthropic | ChatGPTOpenAI | GeminiGoogle | MistralMistral AI | GrokxAI |
|---|---|---|---|---|---|---|
| A seat that carries a usage limit worth more than it costs | Confirmed14 euro per seat a month carries a 20 euro monthly usage limit, about seven times what an ordinary person consumes. Past it work carries on and is charged from a balance you top up, with a budget per API key. One person can stay on usage only for ever. | UnconfirmedTeam is 20 dollars per seat a month billed annually, 25 monthly, for 2 to 150 seats. Enterprise is a 20 dollar seat plus usage at API rates.source | UnconfirmedBusiness is 25 dollars per user a month, 20 billed annually, minimum 2 seats. Enterprise goes through sales.source | UnconfirmedSold inside Google Workspace, where the subscription is priced per user for the whole suite.source | UnconfirmedPro is 14.99 dollars a month. Team is 24.99 dollars per user a month with a 50 dollar monthly minimum. Enterprise goes through sales.source | UnconfirmedBusiness is sold self serve and Enterprise through sales; see xAI for the rate.source |
| Runs in the European Union without changing plan | ConfirmedEuropean Union by default, on every plan. There is no region to switch on. | UnconfirmedAnthropic publishes its supported regions and points to its Trust Center for residency questions.source | In partEuropean data residency is offered on the business plans at no extra cost and covers stored content.source | In partGoogle publishes data region options for Workspace; which ones apply depends on the edition.source | In partEnterprise can be self hosted, run in your own cloud, or run on Mistral's cloud.source | UnconfirmedSee xAI's own pages for where data is processed.source |
| Models from more than one vendor on one account | ConfirmedModels from several vendors, including open weight ones, picked per conversation and billed on one account. | UnconfirmedAnthropic's own Claude models.source | UnconfirmedOpenAI's own models.source | UnconfirmedGoogle's own Gemini models.source | UnconfirmedMistral's own models, with open weight ones under Apache 2.0 you can host yourself.source | UnconfirmedxAI's own Grok models.source |
| Every call recorded with its tokens, latency and cost | ConfirmedAn append only trail with the model, tokens, latency, cost and the key that made the call. Agent runs are hash chained. | In partThe Enterprise plan lists audit logs, single sign on, provisioning and retention controls.source | In partThe Enterprise pages list the admin and compliance features.source | In partWorkspace admin tools cover logging and reporting for the suite.source | In partThe product pages list the administration features for companies.source | In partEnterprise adds single sign on and directory sync on top of Business.source |
| A budget per key, refused before the spend | ConfirmedA limit per key and per organization. The call is refused before it goes past the limit rather than invoiced after. | UnconfirmedThe seat price is fixed and Enterprise usage is billed at API rates.source | UnconfirmedThe seat price is fixed and API usage is billed separately.source | UnconfirmedSee the vendor's own pages.source | UnconfirmedSeat prices, with a monthly minimum on the Team plan.source | UnconfirmedSee the vendor's own pages.source |
| Attach files to a conversation | ConfirmedDocuments and images go into the conversation and land in a knowledge base you control. | ConfirmedA standard part of the product.source | ConfirmedA standard part of the product.source | ConfirmedA standard part of the product.source | ConfirmedA standard part of the product.source | ConfirmedA standard part of the product.source |
| Answers can search the web | ConfirmedSearch is a platform service: the organization picks the engine, results are redacted before the model sees them, and every query is priced and recorded. | ConfirmedA standard part of the product.source | ConfirmedA standard part of the product.source | ConfirmedA standard part of the product.source | ConfirmedA standard part of the product.source | ConfirmedA standard part of the product.source |
| Single sign on for the whole company | ConfirmedSign in with the company account, with roles and a permission catalogue enforced by every service rather than by the interface. | ConfirmedListed on the Enterprise plan.source | ConfirmedListed on the Enterprise pages.source | ConfirmedPart of Google Workspace administration.source | In partListed among the enterprise features.source | ConfirmedEnterprise adds single sign on and directory sync.source |
| Several models answer the same question at once | ConfirmedFusion sends the question to a panel of models in parallel and a separate model synthesises the result. | UnconfirmedSee the vendor's own pages.source | UnconfirmedSee the vendor's own pages.source | UnconfirmedSee the vendor's own pages.source | UnconfirmedSee the vendor's own pages.source | UnconfirmedSee the vendor's own pages.source |
| Every source opens on the passage it came from, with its page and relevance | ConfirmedSources are numbered from what retrieval actually returned, and each opens the passage with its page number and its relevance score. | In partClaude cites what it reads; the detail is on Anthropic's pages.source | In partChatGPT cites what it reads; the detail is on OpenAI's pages.source | In partGemini cites what it reads; the detail is on Google's pages.source | In partThe assistant cites what it reads; the detail is on Mistral's pages.source | In partThe assistant cites what it reads; the detail is on xAI's pages.source |
| You choose what a conversation may read: a base, folders, or single documents | ConfirmedRetrieval is pointed at a knowledge base, at folders in it, or at named documents, and access is granted per base and per group. | In partFiles and projects are offered; the detail is on Anthropic's pages.source | In partFiles and workspace knowledge are offered; the detail is on OpenAI's pages.source | In partWorkspace content and files are offered; the detail is on Google's pages.source | In partLibraries and files are offered; the detail is on Mistral's pages.source | In partFile upload is offered; the detail is on xAI's pages.source |
| Code the model writes runs in a sandbox with its network cut | ConfirmedThe runner installs a filter on itself that cuts the network, files it produces come back to you, and the run is recorded like any other action. | In partAnthropic publishes a code execution feature; the detail is on its pages.source | In partOpenAI publishes a code interpreter feature; the detail is on its pages.source | In partGoogle publishes a code execution feature; the detail is on its pages.source | In partMistral publishes a code interpreter feature; the detail is on its pages.source | UnconfirmedSee the vendor's own pages.source |
Confirmed
In part
Unconfirmed
Last updated 4 August 2026
What your team gets
Five parts, one account, one set of permissions.
Agents
Automations that do the work, ask before anything irreversible, and leave a trail.
Knowledge
Your documents, searchable by meaning, with access granted per base and per group.
Code and Data
Functions, a document store and hosted sites, without leaving the platform.
API
An OpenAI compatible endpoint with a budget per key and a receipt per call.
Routing
One name in front of your models, and rules that pick which one answers each call.
See it with your own documents
Upload one contract and ask a question about it. The citation will point at the paragraph.