Guides

Choose AI for Sensitive Document Research

Use a harmless sample to compare source tracing, omissions, document access, and the effort needed to verify an answer.

Audience and review notes

For: Researchers and small teams evaluating document workflows before uploading private material.

Check facts against original sources and remove sensitive information. Review AI output before relying on it.

Make Permission The First Decision

Start by identifying who owns the documents, who may upload them, and who may see the resulting answers. If any answer is unclear, use public or synthetic material while the responsible person resolves it.

This page provides an evaluation protocol. It does not certify a provider’s privacy, legal compliance, citation accuracy, or suitability for confidential work. A successful sample test cannot answer contractual or data-handling questions for you.

Build A Small Test Pack

Prepare three harmless documents: a current policy, an older policy that disagrees with it, and an appendix with one important exception. Write down the correct answer and its source location before testing any tool.

Ask each candidate the same questions:

  1. What does the current policy require? Identify the supporting passage.
  2. What changed between the two versions?
  3. Which exception in the appendix changes the answer?
  4. What is the policy for a situation not covered by any document?

The last question checks whether the tool invents an answer where the source provides none. Include a document version and date in every saved result.

Use The Same Evidence Sheet

CheckEvidence to inspectWhat to do if it fails
Source tracingThe exact document and passage behind each important claimVerify manually or reject the answer
Conflicting versionsWhether the answer identifies the newer policy and explains the conflictTighten the source set and repeat
Missing detailWhether the appendix exception survives the summaryRetain an explicit exception checklist
UncertaintyWhether unsupported questions are acknowledgedKeep the task away from unattended decisions
Review effortTime spent opening sources and correcting the resultCompare that effort with reading the documents directly

Do not turn this small test into a research-accuracy percentage. Record the specific failures and the conditions in which you would use the tool.

Resolve Data Questions Before Real Documents

Read the current official terms for the actual account and feature you plan to use. Record the source URL, check date, and any unanswered question about retention, training use, sharing, deletion, connected sources, or administrator access. Ask the provider or your organization when documentation is unclear.

An individual account and a workplace account may have different terms. A privacy setting also does not establish permission to upload a third party’s data. Keep credentials, personal records, and client material out of a trial until access is approved.

Finish With A Claim Ledger

Question:
Claim in the draft answer:
Original document / version / passage:
What the source actually supports:
Exception or uncertainty:
Human reviewer / date:
Decision: supported / needs correction / not supported

For academic work, apply your institution’s AI-use and attribution rules. Medical, legal, and financial material needs review appropriate to the decision and its consequences. A linked citation is a starting point for verification, not proof of correctness.

Choose A Candidate And A Recheck Trigger

Use the reviewed Learning Tools and task-first research path to choose candidates. Tool capabilities and account terms need confirmation at the official source; inclusion here does not establish confidential-data suitability.

Save your preferred candidates in My Shortlist. Re-run the sample test when document processing, access settings, account terms, or your own source set changes. Follow the source-checking playbook before using a final answer.

From reading to a decision

Keep the workflow connected

Choose a task-first path, save candidates locally, compare the shortlist, and recheck official details before use.