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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

  1. 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.

  2. 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.

  3. 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.

  4. 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 Neurifly Apptivity Claude Anthropic ChatGPT OpenAI Gemini Google Mistral Mistral AI Grok xAI
Paid for what runs, not per seat Confirmed A balance you top up, spent on tokens, searches, runs and storage. No seats and no minimum. Unconfirmed Team 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 Unconfirmed Business is 25 dollars per user a month, 20 billed annually, minimum 2 seats. Enterprise goes through sales. source Unconfirmed Sold inside Google Workspace, where the subscription is priced per user for the whole suite. source Unconfirmed Pro 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 Unconfirmed Business is sold self serve and Enterprise through sales; see xAI for the rate. source
Runs in the European Union without changing plan Confirmed European Union by default, on every plan. There is no region to switch on. Unconfirmed Anthropic publishes its supported regions and points to its Trust Center for residency questions. source In part European data residency is offered on the business plans at no extra cost and covers stored content. source In part Google publishes data region options for Workspace; which ones apply depends on the edition. source In part Enterprise can be self hosted, run in your own cloud, or run on Mistral's cloud. source Unconfirmed See xAI's own pages for where data is processed. source
Models from more than one vendor on one account Confirmed Models from several vendors, including open weight ones, picked per conversation and billed on one account. Unconfirmed Anthropic's own Claude models. source Unconfirmed OpenAI's own models. source Unconfirmed Google's own Gemini models. source Unconfirmed Mistral's own models, with open weight ones under Apache 2.0 you can host yourself. source Unconfirmed xAI's own Grok models. source
Every call recorded with its tokens, latency and cost Confirmed An append only trail with the model, tokens, latency, cost and the key that made the call. Agent runs are hash chained. In part The Enterprise plan lists audit logs, single sign on, provisioning and retention controls. source In part The Enterprise pages list the admin and compliance features. source In part Workspace admin tools cover logging and reporting for the suite. source In part The product pages list the administration features for companies. source In part Enterprise adds single sign on and directory sync on top of Business. source
A budget per key, refused before the spend Confirmed A limit per key and per organization. The call is refused before it goes past the limit rather than invoiced after. Unconfirmed The seat price is fixed and Enterprise usage is billed at API rates. source Unconfirmed The seat price is fixed and API usage is billed separately. source Unconfirmed See the vendor's own pages. source Unconfirmed Seat prices, with a monthly minimum on the Team plan. source Unconfirmed See the vendor's own pages. source
Attach files to a conversation Confirmed Documents and images go into the conversation and land in a knowledge base you control. Confirmed A standard part of the product. source Confirmed A standard part of the product. source Confirmed A standard part of the product. source Confirmed A standard part of the product. source Confirmed A standard part of the product. source
Answers can search the web Confirmed Search is a platform service: the organization picks the engine, results are redacted before the model sees them, and every query is priced and recorded. Confirmed A standard part of the product. source Confirmed A standard part of the product. source Confirmed A standard part of the product. source Confirmed A standard part of the product. source Confirmed A standard part of the product. source
Single sign on for the whole company Confirmed Sign in with the company account, with roles and a permission catalogue enforced by every service rather than by the interface. Confirmed Listed on the Enterprise plan. source Confirmed Listed on the Enterprise pages. source Confirmed Part of Google Workspace administration. source In part Listed among the enterprise features. source Confirmed Enterprise adds single sign on and directory sync. source
Several models answer the same question at once Confirmed Fusion sends the question to a panel of models in parallel and a separate model synthesises the result. Unconfirmed See the vendor's own pages. source Unconfirmed See the vendor's own pages. source Unconfirmed See the vendor's own pages. source Unconfirmed See the vendor's own pages. source Unconfirmed See the vendor's own pages. source
Every source opens on the passage it came from, with its page and relevance Confirmed Sources are numbered from what retrieval actually returned, and each opens the passage with its page number and its relevance score. In part Claude cites what it reads; the detail is on Anthropic's pages. source In part ChatGPT cites what it reads; the detail is on OpenAI's pages. source In part Gemini cites what it reads; the detail is on Google's pages. source In part The assistant cites what it reads; the detail is on Mistral's pages. source In part The 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 Confirmed Retrieval is pointed at a knowledge base, at folders in it, or at named documents, and access is granted per base and per group. In part Files and projects are offered; the detail is on Anthropic's pages. source In part Files and workspace knowledge are offered; the detail is on OpenAI's pages. source In part Workspace content and files are offered; the detail is on Google's pages. source In part Libraries and files are offered; the detail is on Mistral's pages. source In part File upload is offered; the detail is on xAI's pages. source
Code the model writes runs in a sandbox with its network cut Confirmed The 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 part Anthropic publishes a code execution feature; the detail is on its pages. source In part OpenAI publishes a code interpreter feature; the detail is on its pages. source In part Google publishes a code execution feature; the detail is on its pages. source In part Mistral publishes a code interpreter feature; the detail is on its pages. source Unconfirmed See 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.

See it with your own documents

Upload one contract and ask a question about it. The citation will point at the paragraph.

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