Document Q&A

Document Q&A tools let people ask a question in plain language and get an answer drawn from company files, often with links to the source documents. Instead of searching for "travel policy" and reading three versions, an employee asks how much the hotel limit is in Chicago and gets the answer with the page it came from.

There are two kinds here. Assistants built into a content platform, such as Microsoft 365 Copilot, Gemini in Google Workspace, Box AI and Dropbox Dash, answer from the files already stored there. Workplace search tools such as Glean index many apps at once. General assistants such as ChatGPT and Claude answer from files a person uploads, and their team plans add shared projects and admin controls.

Permissions decide what an answer can contain. The platform tools say they only use content each person can already open, which means messy sharing becomes visible quickly. A folder shared with the whole company by accident becomes something anyone can ask about. Clean up broad sharing links, review groups such as "everyone", and label sensitive folders before turning these features on widely.

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6 AI document management tools in document q&a

Microsoft 365 Copilot

by Microsoft

AI assistant in Microsoft 365 that answers from the email, chats and SharePoint files a user can already access.

  • Mobile app

Box AI

by Box

AI features in Box that answer questions about documents, summarize them and extract fields into metadata.

  • Developer API

Dropbox Dash

by Dropbox

AI search and answers across Dropbox and connected work apps, from one search box.

Glean

Workplace search and AI assistant that indexes company apps and answers within each person's existing permissions.

  • Developer API

ChatGPT

by OpenAI

General AI assistant that can read uploaded files and answer questions about them, with business plans for teams.

  • Free plan or free tier
  • Developer API
  • Mobile app

Claude

by Anthropic

AI assistant that reads long documents you upload and answers questions about them, with team plans and projects.

  • Free plan or free tier
  • Developer API
  • Mobile app

Accuracy needs a habit of checking sources. AI answers can merge two versions of a policy, miss a recent amendment or state a number with too much confidence. Choose tools that cite the documents behind each answer, and train teams to open the source before acting on anything that involves money, legal terms or personal data.

Ask each vendor how prompts and files are processed, whether data is used to train models, where processing happens, and how long chat history is kept. For legal and finance teams, check whether admins can export or delete conversation logs, since those may become records in their own right.

Start small and measure. Pick one team with a clear question load, such as HR answering policy questions or finance answering vendor and expense questions, and point the tool at a cleaned set of current documents. Track how many answers were right, how many needed a correction and how often people opened the source. Retire old versions of policies before you begin, because an assistant cannot tell which of three travel policies is current unless the old ones are archived or clearly labeled. Expand to more teams once the first one trusts the answers.

Questions about document q&a

Can document Q&A tools see files I cannot open?

The platform tools listed here say answers only use content the asking person already has access to. That makes over-shared folders the main risk, so review sharing and permissions before a wide rollout.

Should we upload company files to a general AI assistant?

Use business plans with admin controls and data terms that fit your policies, and check whether uploaded files are used for training. Many companies allow general assistants for public or low-risk content and keep sensitive files in platform tools that respect existing permissions.

How do we know if an answer is right?

Prefer tools that cite source documents, and open the source before relying on an answer about money, contracts or personal data. AI answers can merge versions or miss recent changes.

Are chat logs records we need to keep?

They can be, depending on your industry and what was discussed. Ask how long the vendor keeps conversations, whether admins can export or delete them, and include them in your retention policy if needed.

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