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Curious Context Labs

Legal and compliance · Company assistant

Policy Q&A with clause citations

AI policy assistant with clause-level citations

Answers staff questions about your handbook, policies and procedures in plain words and quotes the exact clause each answer comes from.

01 today

The problem

Staff ask HR, compliance or their manager the same policy questions again and again. Answers drift depending on who replies, and long PDFs make it hard to find the clause that applies. Mistakes on leave, data handling or conduct rules can become real liability.

02 the run

What the AI does

  1. Step 1: Loads your current handbook, policies and procedures from SharePoint, Google Drive or Notion, with version dates.
  2. Step 2: Answers questions in Slack, Microsoft Teams or the intranet in plain language.
  3. Step 3: Quotes the relevant clause with its section number and a link to the source document.
  4. Step 4: Refuses to answer outside the loaded policies and points the person to the policy owner instead.
  5. Step 5: Logs questions it could not answer or that touched sensitive topics for review.

paused: waiting for a person to approve

03 human in the loop

Where a person approves

Policy owners approve each document version before the assistant can cite it. Questions about grievances, discipline or legal disputes are handed straight to HR or legal, not answered.

04 after

What changes

Staff get a consistent answer with the clause in front of them. HR and compliance handle fewer repeat questions, and you can see which policies confuse people most.

Results from a real build

[CASE STUDY] We only publish results we can name and check with the client.

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Tell us how your business runs. We'll tell you where AI fits.

A free 30-minute call. You talk, we ask questions, and you leave with a few concrete ideas — or an honest answer that AI isn't the right fix yet.

Working with teams in the United States, United Kingdom and Australia.