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In ClauseWatch, the move an AI agent cannot make is the final step from review to decided: signing a compliance decision. The agent can gather and attach evidence; a person supplies a rationale and name, then signs. That boundary is the central design idea in Oleg Vdovin’s project—not a general proof that the approach is secure or legally sufficient.
What ClauseWatch lets the agent do—and forbids
Vdovin describes ClauseWatch as a workflow for someone handling a compliance file at a small company, where the person responsible may be a founder or lone engineer without a legal department. Its five states are raised, gathering, review, decided and dismissed.
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The project description counts five transitions: two available to the agent and three reserved for a human. The consequential boundary is review → decided. An agent can prepare the material, but it cannot sign the decision. When a person makes that move, the person supplies a rationale and name; Vdovin says the signature and transition record are written together.
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As Vdovin puts it, “Only a person signs. The agent can prepare every part of this and still not make the move.” The point is to separate useful preparation from authority to decide.
#1 Best Overall
Where the boundary lives in the design
Vdovin says the workflow rules are stored as content in a Sanity dataset, and that the same gate function computes which moves are permitted for agent and human actions. In this design, the boundary is represented in the workflow data the system reads, rather than being only an instruction to the agent.
The project uses the Sanity App SDK for its signing desk and describes a public Studio, dataset, server-rendered viewer and public code repository. Vdovin says the deployed signing app requires a Sanity login. These details describe the author’s implementation; they are not an independent audit of the code or deployed application.
Why the example involves compliance judgment
The motivating example concerns logs generated by a high-risk AI system. Vdovin raises a possible tension between retention obligations for logs and the GDPR principle of storage limitation when those logs contain personal data. That is a scenario motivating the workflow, not an established conclusion that the laws are irreconcilable or a recommended retention period.
GDPR Article 5(1)(e) says personal data should be kept in identifiable form “for no longer than is necessary for the purposes for which the personal data are processed.” It also provides specified longer-retention circumstances for public-interest archiving, scientific or historical research, or statistical purposes under Article 89(1), subject to safeguards. Read the official GDPR text on EUR-Lex.
The relevant EU AI Act logging provision and an authoritative interpretation of how it applies alongside GDPR are not established here. A specific system’s obligations depend on the applicable provisions and facts; its retention decision should be reviewed by qualified counsel or responsible compliance professionals.
What the project is—and is not
Vdovin describes ClauseWatch as a working core, not a complete compliance product, and says it is not legal advice. Its stated configuration contains two instruments, nine provisions, two requirements, three conflicts, two system profiles and one workflow. Those are project counts, not measures of legal coverage or evidence that the design ensures compliance.
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A human-only workflow transition is a useful design boundary, but by itself it does not establish that the right person acted, that access was properly controlled, that records cannot be altered, or that the decision is legally sound. Those questions require attention to authorization, credentials, auditability and legal review in the specific implementation.
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Vdovin’s question is “who is allowed to decide, and how do you stop the machine from quietly deciding for you?” ClauseWatch’s answer is concrete: let the agent assemble the file, but reserve the recorded signing transition for a person. That is the author’s design claim and an illustration of where responsibility can sit in one workflow—not a general security guarantee or a substitute for professional judgment.
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