Test Claude with two different business roles
4 min readEnterprise data and AI leaders
Sravan Modugula · Chief Data & AI Officer, dotSolved Inc; creator of Nexatron
Permission testing belongs in the business evaluation of an AI integration. Give two approved users with different access the same scoped question, then compare each result with what that person is entitled to see in the source. A matching response for both users is not necessarily success; it can indicate that their different boundaries were ignored.
Use two roles for one question
Choose roles with a meaningful difference, such as regional manager and national analyst. Agree on the expected populations before the session. Keep the reference small enough to inspect and include at least one record visible to only one role. This makes the test interpretable without exposing broad production datasets or relying on hypothetical access rules.
Record all relevant identities
The person signed into Claude, the Nexatron workspace identity, and the source authorization may represent separate boundaries. Have the administrator explain how the evaluated configuration connects them. A test run under a shared privileged credential can establish connectivity while saying little about ordinary user access. Label that limitation instead of treating the result as a completed permission review.
For each account, record the intended scope and the reference report produced through an approved path. Do not share credentials between participants to speed up the test. If an account cannot be provisioned correctly, postpone that part of the evaluation and keep the missing evidence visible. Convenience during a demonstration should not become an undocumented production access pattern.
Include a direct and a conversational check
First ask a straightforward question about the permitted population. Next, ask for a breakdown that would expose the difference between the two roles. Finally, ask a follow-up referring to a restricted region or entity. The purpose is to observe whether authorization stays effective across a realistic conversation, rather than only on the initial tool invocation.
The correct restricted response depends on the system and policy: it might deny the request, explain the available scope, or return an authorized subset with an explicit boundary. It should not disclose protected data through a summary, a total, an error message, or a suggested follow-up. Review the entire visible response, not just the main table.
Test changed access
Permissions change when people move teams or responsibilities. Include an administrator-approved revocation or scope change in the evaluation, then repeat the bounded question after the documented propagation interval. Check the supported reconnect or refresh behavior where applicable. This helps establish an offboarding procedure that can be executed by the operating team.
Also inspect saved conversations and exported results under the organization's own handling rules. Revoking future access does not necessarily erase information a user was previously authorized to receive. The rollout plan should explain retention and sharing expectations clearly. This is a governance decision to make deliberately, rather than a property to assume from the presence of OAuth.
Define the acceptance evidence
Capture the expected boundary, observed result, identity used, configuration, and any unresolved discrepancy. Avoid placing protected records in test reports. A redacted comparison and a controlled evidence location can provide sufficient reviewability. Have the source owner and integration owner agree on the result before opening access to a larger group.
For Nexatron and Claude, permission testing should accompany the familiar demonstration of natural-language questions. Ask for a session using your intended roles and configured sources. A useful pilot proves that people can answer the questions appropriate to their responsibilities, while showing clearly what happens when they ask for something outside those responsibilities.
A compact evidence matrix
Use one row per role and question, with columns for expected scope, observed scope, and outcome. Keep the actual records in a controlled location and reference them from the matrix. This format makes an asymmetry easy to spot: the regional role may pass its ordinary question but fail the restricted follow-up. A single overall pass would hide that distinction and weaken the adoption decision.
Claude is a trademark of Anthropic, PBC. Nexatron and dotSolved Inc are not affiliated with, sponsored by or endorsed by Anthropic.
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