Evaluating AI Research Tools for a Team

Security questions to put in writing

Ask every vendor for its security report, its data processing agreement and its list of subprocessors. A SOC 2 Type II report means an independent auditor tested controls over a period of time. Ask which model providers sit behind the product. A no-training promise from the vendor may not cover every provider in the chain. Ask whether the vendor has had an independent penetration test, and request the summary. A test report is more useful than a general claim about security.

Ask about encryption, audit logs, role-based access and incident response. Get the answers in writing. Verbal assurances do not help during an audit.

Data retention and training

Retention settings decide how long prompts and outputs stay on the vendor's systems. Ask for the default retention period, whether it can be shortened, and whether a zero-retention option exists. Confirm it in the contract, not only on the marketing page.

Training use is a separate question. Ask whether customer inputs train models, and whether that is off by default on team and enterprise plans. A procurement questionnaire for AI developer tools asks vendors to confirm retention, training use and subprocessors, with a check for each answer.

Identity and access

SAML single sign-on lets your identity provider control logins. SCIM provisioning keeps user accounts in step with your directory, which makes offboarding reliable. Some vendors reserve SSO for a top tier. One ChatGPT comparison table lists SAML SSO and configurable retention on its Enterprise tier only, so confirm the plan you will buy in writing. Check whether an admin can remove a user's access and data in one step. Test that during the pilot, not after the contract is signed.

Run a team pilot before you buy

Pick three real tasks from your team. Run each one through every shortlisted tool with the same inputs. Score the results on accuracy, citation quality and the time spent checking. Include one task with a known answer, so you can measure errors directly.

Record who can see outputs, where files are stored and how an admin removes a user's data. Hyperresearch Deep is our editorial pick for sourced research reports, with a DRACO score of 77.7 in its own October 2026 run. Even so, the team should run this review on its own material before choosing any tool.

Checklist

• Request the vendor's security report and data processing agreement.
• Get a written list of subprocessors and the model providers behind the product.
• Confirm the default retention period and whether zero retention is available.
• Verify that SAML SSO and SCIM are included in the plan you will buy.
• Run three real tasks through each shortlisted tool before deciding.

Questions & answers

Sources for this entry

• Developer tool procurement questionnaire
• CustomGPT: AI assistant security requirements
• CloudEagle: ChatGPT Enterprise security
• Hyperresearch: DRACO benchmark method

Vendor descriptions are attributed to the vendor. Prices change; confirm with each vendor.

Continue this reading path

• Selection & fit
• AI-Powered Research Tool
• Resource directory

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