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Gate AI connector expansion after a bounded AI pilot

Side-by-side graphic comparing four actions monitored by DLP with checkmarks against four actions AI agents take marked with red X's.

A successful summary does not approve a connector

Firms finish a narrow pilot, see a clean document summary, and then ask to “turn on the matter system connector.” That request changes the security model. The agent is no longer limited to an approved local folder. It can reach live repositories, mail, or other tools through product connectors.

Nashville law firms and regulated mid-market teams evaluating Claude Enterprise, Copilot-related connectors, or other agent tooling need a deployment decision record for that expansion. The question is not whether connectors exist. The question is which actions are approved, which stay read-only, and who can pause the workflow.

This guide is technical deployment education. It is not Tennessee ethics advice.

Read Tennessee educational notes without inventing a formal opinion

Tennessee Board of Professional Responsibility Board Notes, Fall 2024, include an educational article on generative AI hallucinations and discuss ABA Formal Opinion 512 themes. Treat that material as educational discussion for lawyers to read with counsel. It is not a Tennessee formal AI ethics opinion.

Before any public claim about the presence or absence of a Tennessee formal AI opinion, recheck the current formal-opinion index. This article makes no absence claim. ABA Formal Opinion 512 is national context, not Tennessee law; verify the primary ABA text before quoting it in later guest pieces.

Keep hallucination and verification duties with counsel and supervising lawyers. Keep connector gates with the technical and risk owners who can enforce them.

Decide whether the pilot evidence supports expansion

The Atlanta Claude Enterprise governance hub explains the initial launch boundary. A successful local-file pilot does not establish that a new repository may be connected. AI connector approval gates should ask what changes, what evidence supports the change, and who can refuse it.

Bring the completed pilot record to the review. If the team cannot reconstruct a sample task or remove a test user’s access, defer expansion. Adding another data source will not repair those gaps.

Record a separate decision for each connector

Do not approve integrations as a bundle. Describe the proposed workflow and the additional information it would reach, then attach evidence against the approved scope.

Decision gateEvidence for the reviewerNo-go condition
Need for expansionNamed workflow owner and reason local files are insufficientNo defined use beyond trying another feature
Information admissionApproved data classes and excluded repositoriesRestricted information lacks an approval record
Read scopeTest results showing permitted and denied accessNeighboring repositories remain reachable
Action scopeRecorded read-only result; separate request for writesWrites or sends inherit approval from a read test
Investigation readinessSample events available to the evidence ownerThe reviewer cannot reconstruct the test
ReversalTested disable path with a named ownerNobody can stop access when a boundary fails
Remaining riskNamed acceptance, limitations, and review dateUnresolved gaps have no authorized owner

The review can end with a bounded yes, a request for more evidence, or a no. Record the outcome and the conditions that would reopen it. A read-only approval applies only to the tested population and corpus.

Keep implementation evidence outside the decision narrative

The DLP guide for Claude and Copilot connectors covers a related data-boundary problem. Use it during technical review rather than treating connector approval as a substitute for that work.

This article does not explain gateway architecture or configuration. Those details are in MCP gateway security for law firms. The decision record should point to the relevant test results, not reproduce setup instructions.

Reopen approval when the proposed capability changes

A request to add writes, another repository, or more users is a new decision. Compare the requested change with the last approved record. Require evidence for the difference before extending access.

A conditional yes needs a deadline and a person responsible for checking the condition. If required evidence does not arrive, the capability stays disabled. Calendar pressure is not risk acceptance.

Quick answers

A connector changes the security model. The agent is no longer limited to an approved local folder and can reach live repositories, mail, or other tools.

Evidence for need, information admission, read scope, action scope, investigation readiness, reversal, and remaining risk, recorded separately for each connector.

Do not expand connectors to solve an intake problem or to compensate for missing monitoring. If sample tool events never arrive, stop.

A bounded yes, a request for more evidence, or a no. Record the outcome and the conditions that would reopen it.

Close with a pause rule

Do not expand connectors to solve an intake problem. If confidential information still lacks an approved-input decision, fix intake first. Do not expand connectors to compensate for missing monitoring. If sample tool events never arrive, stop.

Nashville and Southeast buyers should ask a technical provider to show the read-only test, the negative test, and the disable path before production data is linked. Agree whether the engagement is advisory or hands-on before anyone changes tenant settings.

For a focused starting review, request the free AI Readiness Snapshot. It makes no changes to your environment and installs no software. Use the findings to decide whether identity, logging, and data boundaries are ready for a connector conversation.

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About the author

Steven R. Combs

Steven R. Combs

Co-Founder and Principal
Cocha Technology

Steven brings 30 years in IT and 15 years working with law firms. He helps organizations deploy Claude and Microsoft 365 Copilot with practical data protection, permissions, and ongoing governance.

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