Credential-Based Execution ControlGlossary

Credential-Based Execution Control

This glossary term is part of the SG Systems Global regulatory & operations guide library.

Updated December 2025 • credential-based execution control, identity-bound execution, authorization gating, qualification enforcement, e-signature meaning, segregation of duties, dual verification, time-bound authority, break-glass governance, nonrepudiation, audit-ready credential trails • Cross-industry (GxP, Med Device, Food, Chemicals, Aerospace, Electronics, Automotive, Industrial)

Credential-Based Execution Control is the discipline of making shop-floor execution credential-constrained rather than “whoever is standing there can do it.” It means the system evaluates a user’s credentials at runtime—identity, authentication strength, role permissions, current qualifications, required independence, and any special authorizations—and then either allows the action, denies it, or routes it into a governed exception path. In a control-grade operation, credentials are not just for logging in. Credentials are a gate on what you can do, what you can approve, what you can verify, and what you can override.

This is not a “security feature” in the IT sense. It is an execution integrity feature. Plants don’t fail because someone didn’t have a password. They fail because the system allowed an unqualified person to execute a critical step, allowed someone to verify their own work, allowed an override without independent review, allowed a shared login that destroys accountability, or allowed an API/service account to bypass the exact controls that operators must obey. Credential-based execution control exists to prevent those failures by turning “authorization” into a live, enforceable constraint inside the execution layer.

Credential-based execution control is tightly connected to core integrity terms like Manufacturing Execution Integrity, operational enforcement terms like In-Process Compliance Enforcement, and runtime governance terms like Execution-Layer Quality Controls. It also directly strengthens outcomes like Work Order Execution Traceability, because the “who did it” portion of traceability becomes provable rather than assumed.

“If the wrong person can do the right-looking action, you don’t have control—you have plausible paperwork.”

TL;DR: Credential-Based Execution Control means the execution layer enforces “who is allowed to do what” at the moment of action, not only at login. A credential check evaluates identity and authentication strength, role authority, training/qualification status, segregation-of-duties requirements, and any time-bound delegations before allowing execution, verification, release, or override. In practice it is implemented through operator action validation, role-based execution authority, and training-gated execution, combined with runtime guardrails like execution context locking so credentials cannot be applied to the wrong order/step/station. High-risk actions (holds, deviations, disposition, release, overrides) require stronger credentials and independent approval paths, and the system produces a nonrepudiable credential trail. If shared logins, supervisor password-sharing, self-verification, or API/import bypass can routinely “make it work,” credential-based execution control is not real—it’s ceremonial.

1) What buyers mean by credential-based execution control

Buyers mean: “The system must prevent unauthorized execution in real time, not just record it.” They are trying to solve a specific operational reality: under schedule pressure, people do what keeps the line moving. If the system allows a shortcut, it becomes the default path. Credential-based execution control exists to make the correct path the easiest path and to make shortcuts expensive because they require visible, governed authority.

In most organizations, the demand for this capability appears after a few painful lessons. A deviation investigation reveals that multiple people used the same login. A serious complaint reveals that the verification step was “signed” by the same person who executed it. An internal audit reveals that training status was out of date at the time of execution but nobody could stop the action. Or a system integration posted transactions that make the batch record look clean even though the floor evidence was weak. These are not edge cases; they are recurring failure modes. Credential-based execution control is the antidote: it turns authorization and qualification into gates, not reports.

Cross-industry, the same principle holds even when the regulated context differs. In aerospace and defense, the core concern is often traceability and process adherence with strong accountability. In medical device and life science manufacturing, the concern includes data integrity and meaningful sign-off. In food and chemical manufacturing, the concern is often the ability to prove who performed critical controls and who authorized deviations or hold releases. The vocabulary changes; the need for credential-constrained execution does not.

2) Vocabulary: identity, credential, authorization, qualification, attestation

Credential-based execution control only works when vocabulary is precise. An identity is a unique person (or non-human actor) represented in the system. A credential is the evidence used to prove that identity at a moment in time (password + MFA, smart badge, biometric, certificate, approved device binding, or other strong factor). Authentication is the act of proving the credential is present and valid. Authorization is the rule set that determines what actions that identity may take. Qualification is the rule set that determines whether the identity is currently competent and allowed to perform a specific task (training current, recency valid, revision-specific competence met). Attestation is the act of affirming that something is true with meaning (for example, a verification, a release, or a disposition) and making that affirmation nonrepudiable.

One distinction matters more than most teams realize: a credential can be valid while an action is still not allowed. That is the point. Credential-based execution control is not “can you log in?” It is “can you do this specific action in this specific context right now, under the required independence rules, with a credential strength appropriate to the risk?” When teams collapse these into a single “login,” they end up with either weak controls or controls that get bypassed.

3) Access control vs execution control

Access control answers “can the user open the screen?” Execution control answers “can the user perform the action?” Many plants have decent access control and still have weak execution control. A common example is a system where anyone with general access can complete steps, and QA relies on later review to catch issues. Another example is a system where buttons are hidden based on role, but the same action can be performed through a different pathway, an import, or an API.

Credential-based execution control is explicitly execution control. It treats each yield-critical, quality-critical, or safety-critical action as a governed operation and evaluates credentials at that moment. This is one reason why it belongs in the execution rule engine, not in the UI. If the UI is the main enforcement mechanism, you get “UI-only RBAC,” which fails the first time a different interface is used.

DimensionAccess control (typical)Credential-based execution control
Primary questionCan the user view the module?Can the user execute/verify/approve this action now?
Enforcement layerMostly UI or menu permissionsServer-side rule engine on every action
Training/qualificationOften a reportA gate that denies execution when not current
Independence rulesPolicy in SOPSystem-enforced segregation of duties
Audit defensibilityMixed; shared logins can existStrong; credential trail proves who did what and why

If your organization is trying to move toward review by exception and faster release, access control alone will not get you there. Execution control is what creates trust in routine paths, because the system prevented unauthorized actions from being recorded as legitimate work.

4) Non-negotiables: the credential “block test” checklist

The fastest way to evaluate credential-based execution control is to attempt actions that should be denied. Do not accept “we can configure it.” Prove the system actually denies execution under realistic conditions and records the denied attempt as evidence of enforcement.

The Credential Block Test (Reality Filter)

  1. Attempt a gated operation with a user missing required training. Confirm denial.
  2. Attempt an operation requiring independent verification, then try to self-verify. Confirm denial.
  3. Attempt to approve a deviation/hold release using a user without authority. Confirm denial.
  4. Attempt to execute an action requiring strong authentication (e.g., second factor), using only weak login. Confirm denial.
  5. Attempt to use “shared” or generic credentials (if they exist). Confirm the system prevents or flags them.
  6. Attempt the same forbidden action via API/import. Confirm the same denial occurs.
  7. Attempt a break-glass override without required approvals. Confirm denial.
  8. Attempt to apply a credential to the wrong order/step context. Confirm denial via context binding.
Tell-it-like-it-is: If the system can’t deny these actions consistently across UI and integrations, credential control is performative. It will fail under pressure.

5) The credential stack: five layers that must align

Credential-based execution control works when five layers align. Most programs fail because they treat credentials as a single layer (login) instead of a stack (identity, strength, authority, qualification, independence).

LayerWhat it answersCommon failure mode
IdentityWho is this?Shared logins, badge swapping, generic accounts
Authentication strengthHow sure are we?Weak factors used for high-risk approvals
AuthorityAre they allowed?UI-only RBAC or overly broad “superuser” roles
QualificationAre they currently competent?Training tracked but not enforced at execution time
IndependenceIs this approval meaningfully independent?Self-verification, rubber-stamping, peer collusion enabled by system design

Think of it as a control chain. A user might be authenticated, but if they are not qualified for that operation, the action must be denied. A user might be qualified, but if the action requires independent verification, the same user must be denied from verifying. A user might have authority, but if their authentication is weak (for example, they logged in hours ago on a shared station), a high-risk approval should require re-authentication or step-up authentication. The stack is what makes the control credible.

6) Authentication strength: proving the person, not just the account

Credential-based execution control starts with authentication strength because “account access” is not the same as “person present.” Many plants still run shared terminals in environments where gloves, dust, and throughput constraints make authentication harder. That is not an excuse to abandon identity; it is a reason to design for identity correctly.

A practical design principle is step-up authentication by risk. Low-risk actions can be allowed under session authentication, while high-risk actions require re-authentication or a stronger factor at the moment of action. Examples of high-risk actions include: deviation initiation/closure, hold placement/removal, batch/order release, critical parameter overrides, lot substitution, and verification steps that serve as independent checks. For these actions, it should be normal to require a stronger credential moment—an explicit confirmation, a second factor, or an e-signature that cannot be casually replayed.

Another practical principle is session integrity. If a station is shared, the system needs fast user switching and explicit session binding so actions are attributed to the correct identity. If a station is left unattended, the system needs timeouts. If users routinely share credentials because “logging in takes too long,” that is not a user failure; it is a system design failure. Credential-based execution control forces you to solve the ergonomics of secure execution rather than pretending it will be followed because an SOP says so.

7) Authority gating: roles, scopes, and station-bound permissions

Authority gating is the heart of “who is allowed to do what.” The mistake many systems make is defining authority at the module level (“can access MES”) rather than at the action level (“can perform this specific disposition, for this specific product family, on this specific line, on this specific shift”). Credential-based execution control expects authority to be specific enough that it constrains real risk without creating unmanageable role sprawl.

Role-based execution authority is most effective when it is built around action scopes and context. For example, a supervisor might be allowed to authorize a limited class of overrides (time-bound, low-risk) but not authorize a hold release. A quality unit might be required for certain dispositions. An engineering role might be allowed to update certain parameters only within a controlled change workflow. Authority should map to the meaning of the decision, not to organizational titles.

This is why implementation patterns like Role-Based Execution Authority and Operator Action Validation matter. They frame authority as an execution rule, not a UI preference. When authority is enforced server-side, it applies regardless of whether the action comes from a tablet, a terminal, a handheld, or an integration call.

Station-bound permissions are a subtle but high-value control. A weigh station should not be able to complete packaging clearance. A packaging terminal should not be able to record lab result linkages. A QA terminal should not be able to “helpfully” complete production steps. By binding certain actions to station roles and scopes, you reduce accidental misuse and make deliberate misuse harder.

8) Qualification gating: training, recency, and revision-specific competence

Qualification gating is where credential-based execution control becomes operationally powerful. It is the difference between training being an HR artifact and training being a real execution control. A qualification gate answers: “Is this person currently allowed to perform this operation to this standard?” That means training status must be current, but it also often means recency and scope matter.

Recency is a common blind spot. A user may have completed training years ago but has not performed the operation recently. In high-risk operations, it is rational to require periodic re-qualification or supervised execution after long gaps. Credential-based execution control supports this by evaluating not only “trained” but “trained and current” at runtime.

Revision-specific competence matters in industries with frequent changes. If an instruction, program, or specification changes materially, the system should be capable of requiring training on that change before allowing execution under the new revision. Otherwise you get a predictable failure mode: people continue executing with yesterday’s mental model while the system records it as compliant work. Training-gated execution addresses this directly (see Training-Gated Execution). The critical point is that training is evaluated at the time of action, not just at the time of assignment.

Qualification gating is also where plants need pragmatism. If the system is too strict and exceptions are hard, leadership will demand bypasses. A mature design includes governed temporary authorizations (time-bound, scope-limited, approval-required) that are visible and trendable. The goal is not to stop the plant; the goal is to stop silent noncompliance.

9) Segregation of duties: independent verification that can’t be faked

Segregation of duties is where many “controls” become theater. If the same person can execute and verify, verification becomes a checkbox. If the system allows two people to “trade logins,” verification becomes a workaround. Credential-based execution control makes independence enforceable and auditable.

At a minimum, the system must prevent self-verification for steps defined as requiring independent verification. That sounds obvious, but it is surprisingly common for systems to allow it because it is “easier” operationally. The predictable outcome is that teams use self-verification during staffing shortages, then normalize it as routine, then wonder why audits and investigations become painful.

A strong design goes further by making independence meaningful. It can require a different credential event for verification (step-up authentication), enforce role constraints (verification must be by a qualified verifier role), and enforce time/order constraints (verification must occur after execution, not before). In high-risk contexts, it can also support dual-control patterns: two-person concurrence for critical actions, with explicit logging of both identities.

Importantly, segregation of duties is not only for production steps. It is critical for exception handling: hold placement/removal, deviation approvals, disposition decisions, and release. If one person can create and approve their own exception, you have control erosion by design.

10) Attestation and e-signature meaning: making “sign-off” defensible

Credential-based execution control is not complete until attestation has meaning. “Sign-off” must represent an explicit claim with defined intent, performed by the correct role, under the correct credential strength, in the correct context, with a record that proves nonrepudiation. Otherwise a signature is just a string stored in a database.

In regulated environments, this intersects with electronic signature expectations (for example, FDA 21 CFR Part 11 in the U.S. for certain contexts), but the principle is broader than any regulation. If a customer, auditor, or internal investigation asks “Who approved this, and what did that approval mean?” you need an answer that is more precise than “their username appears.” A defensible system captures signature meaning: what is being affirmed, what data was visible at signing, what exceptions were open, what version of instructions/specs applied, and what credential event occurred.

Attestation design should be risk-based. Routine low-risk acknowledgements can be captured with simple confirmation. High-risk attestations (release, deviation closure, critical overrides) should require stronger authentication and explicit reason capture. The system should not allow a user to “sign” something they are not authorized to sign, and it should not allow signatures to be applied out of context. This is where credential control and context locking intersect: the signature must be bound to the correct order, operation, unit, or batch state.

Finally, attestation must be resistant to “rubber stamping.” If people can approve without reviewing relevant evidence, they will. A good design presents the essential evidence and exception summary at the moment of attestation, making it easier to do the right review than to click through blindly.

11) Override control: break-glass, temporary authority, and dual approval

Overrides are inevitable. The question is whether overrides are governed or habitual. Credential-based execution control treats overrides as exceptional actions that require stronger credentials, explicit reasons, and often independent approvals. When overrides become routine, it is a signal of either noisy control rules or misaligned operations. Either way, it is a leadership problem, and the system should make it visible.

“Break-glass” is a legitimate pattern when designed correctly. It is a time-bound escalation mechanism that allows limited continuity under controlled conditions, then automatically forces review. A break-glass action should have strict boundaries: short duration, narrow scope, explicit reason, additional authentication, and mandatory follow-up review. It should not be a permanent “admin” account that lives on the shop floor. Permanent floor-admin is the fastest way to destroy credential integrity.

Temporary authority is another pragmatic pattern: a supervisor can grant a limited, time-bound authorization to cover a staffing gap, but the system logs it as an exception and trends it. Over time, temporary authority should become rare as the training and staffing model improves. If it doesn’t, the data will tell you that the organization is using temporary authority as structural staffing policy.

Dual approval is where override governance becomes robust. For certain classes of overrides—especially those with quality or compliance implications—the system can require two distinct credential events from two distinct authorized identities. This prevents the common failure mode where one person “finds a way” and later backfills justification.

12) Credential + context binding: preventing wrong-order/wrong-step actions

Credential-based execution control can still fail if credentials can be applied to the wrong context. This is where “the wrong order, right action” problem appears: an operator performs a correct action, but records it under the wrong order/operation because the system allowed context drift. The record becomes wrong even if the physical work was right, and that wrongness is expensive because it is discovered late.

Context binding prevents this by locking a user session to a specific execution context during critical actions and validating every action against that context before accepting it. This is the operational meaning of Execution Context Locking. When combined with operator action validation, it ensures that the credential used (identity + authentication strength) is applied to the correct object (order, step, unit, batch state) and that denied attempts are logged as evidence of enforcement.

Credential + context binding also helps prevent misuse patterns like “approval by proximity,” where a supervisor is asked to approve something and they approve it without clearly seeing what they are approving. A robust system forces the approval to be attached to a specific entity with clear evidence and meaning, not a vague “approve this thing someone told me about.”

13) Contractors, visitors, and multi-site realities

Plants are not closed worlds. Contractors calibrate instruments, vendors service equipment, temporary labor supports packaging, and multi-site organizations share people across facilities. Credential-based execution control has to handle these realities without collapsing into “just give them a generic login.”

A strong model includes identity lifecycle management: creating identities with scoped permissions, assigning them to appropriate roles, and automatically expiring access when the engagement ends. It also includes credential strength requirements: if a contractor is performing a high-risk action, the authentication requirements should not be weaker simply because they are external. If anything, external access often deserves stronger requirements.

Multi-site operations introduce an additional complexity: a person may be qualified at one site and not another, or qualified for one line and not another. Credential-based execution control treats qualification as contextual. It allows you to encode site/line scopes so the system can deny actions that would otherwise be allowed if you treated “training complete” as global.

Finally, the system must be honest about “shadow access.” If someone can do work by borrowing someone else’s badge or login, your credential model is fictional. The goal is not perfection; it is to design the system so the normal path uses proper credentials because it is fast and frictionless, while misuse becomes difficult and visible.

14) Non-human credentials: devices, integrations, APIs, and bypass risk

Credential-based execution control is often defeated by the thing teams ignore: non-human actors. If an integration account can post transactions that simulate execution, or if a PLC interface can “complete” steps without the same validations, then the credential model is bypassable and therefore not authoritative.

Non-human credentials should be treated as scoped identities with explicit permissions and strict rule enforcement. A service account should never be “superuser.” It should only be allowed to perform narrow, well-defined actions, and those actions should still pass through the same execution rule guards as user-driven actions. This is where server-side enforcement is non-negotiable: every action—UI, API, import, device—must be validated by the same rule engine.

Device identity matters as well. In high-integrity environments, you often need to know not just who did the action, but on what station or device it was performed, and whether that station/device is eligible for that action. Station eligibility is a quiet but powerful control: it reduces the chance that a credential can be used to execute the right action in the wrong place.

The simplest rule to remember: if an external system can “make the record look right” without passing credential and context gates, credential-based execution control will eventually degrade into paperwork compliance rather than execution integrity.

15) Audit-ready credential evidence: what the record must prove

A credential-controlled system should be able to prove, without hand-waving, at least four things for critical actions: (1) who performed the action, (2) what they were allowed and qualified to do at that moment, (3) what evidence and context they acted upon, and (4) what the system denied along the way. Denied-action logs are underrated: they are proof that controls were active, not merely configured.

For execution integrity, the record should also preserve the “meaning of the act.” A verification is not just a second signature; it is an independent check of specific evidence. A release is not just a QA name; it is an approval of a specific state with specific exceptions resolved. An override is not just a toggle; it is a governed decision with a reason and an approval boundary. Credential-based execution control is what makes those meanings enforceable rather than aspirational.

This is also where credential control enables faster review. When routine actions were performed by qualified roles with required independence and without overrides, QA can trust the routine path and focus on exceptions. That is how systems move toward Review by Exception without sacrificing integrity: the system has already prevented many classes of invalid records from being created.

Denied-action frequency
Shows controls are active; spikes highlight training/role gaps or noisy rules.
Override rate (by action class)
High override rates indicate control erosion, staffing gaps, or mis-specified policies.
Self-verification attempts
Should be denied; repeated attempts signal training issues or workflow friction.
Step-up authentication usage
Tracks whether high-risk actions are actually protected by stronger credentials.
Temporary authority events
Shows whether staffing/qualification gaps are being solved structurally or patched daily.
API/import denials
Proves integrations cannot bypass rules; missing denials can mean silent bypass exists.

16) Validation & ongoing assurance: keeping controls real over time

Credential-based execution control is not “set it and forget it.” Controls degrade because organizations change: new lines, new products, new roles, new contractors, new integrations, and staffing pressures. Validation should prove not only that credential rules exist, but that they deny the right actions under real scenarios and that those denials are visible and auditable.

A practical validation approach is scenario-based testing. Instead of testing permissions in isolation, test end-to-end behaviors: an unqualified operator attempts a critical step; a qualified operator executes; a verifier attempts to verify; an executor attempts to self-verify; a supervisor attempts an override; QA attempts a release; an API attempts to complete a step; and the system must deny or allow each action correctly with audit trails. This is the same philosophy as “block tests” used in execution-oriented MES evaluations: prove the system can stop wrong actions, not just record them.

Ongoing assurance is just as important. A strong program monitors override drift, denied-action trends, and the emergence of “workarounds.” If denied-action frequency rises, it may indicate training gaps or policy mismatches. If denied-action frequency goes to zero, it may indicate controls are being bypassed or disabled. If temporary authority events become routine, it indicates the organization is relying on exceptions as staffing policy. Credential-based execution control turns these into measurable signals that leadership can act on.

17) Copy/paste demo script and selection scorecard

If you’re evaluating a system, don’t accept a role matrix slide. Force the system to prove denial, governance, and evidence. The point of the demo is to show that credential checks happen at the moment of action and that the same rules apply through every pathway.

Demo Script A — Training Gate + Denial Logs

  1. Use a user with missing/expired training for a critical operation and attempt execution.
  2. Confirm the system denies execution and records the denied attempt with context and reason.
  3. Switch to a qualified user and complete the step; confirm the evidence trail reflects qualification at time of action.

Demo Script B — Segregation of Duties

  1. Execute a step requiring independent verification using User A.
  2. Attempt to self-verify using User A; confirm denial.
  3. Verify using User B with the correct authority/qualification; confirm the record shows independence and meaning.

Demo Script C — Step-Up Authentication for High-Risk Actions

  1. Attempt a high-risk action (e.g., hold release or critical override) with only a session login.
  2. Confirm the system requires stronger authentication at the moment of action.
  3. Complete the action with strong authentication and confirm the audit trail captures the credential event meaningfully.

Demo Script D — API/Import Bypass Test

  1. Attempt to perform a denied action via API/import using a service identity.
  2. Confirm the same rule engine denies the action and logs the denial.
  3. Show how service identities are scoped so integrations cannot become backdoors.
DimensionWhat to scoreWhat “excellent” looks like
Runtime credential checksAction-level evaluationEvery critical action checks authority, qualification, and independence at time of action.
Authentication strengthRisk-based step-upHigh-risk actions require stronger credential events; session login is not enough.
Segregation of dutiesNon-fakeable independenceSelf-verification is denied; dual controls exist where required; collusion is harder.
Denied-action evidenceProof that controls were activeDenials are logged with context; control activity is measurable and trendable.
Override governanceBreak-glass & temporary authorityOverrides are time-bound, reason-coded, approval-bounded, and visible in exception summaries.
No-bypass integrationsSame rules everywhereAPIs/imports/devices cannot bypass credential rules; service identities are scoped and auditable.

18) How this maps to V5 by SG Systems Global

V5 supports credential-based execution control by treating credentials as execution gates rather than login artifacts. At the execution layer, V5 MES enforces action-level authority and qualification checks during execution, supports independent verification patterns, and binds user actions to the correct execution context so credentials cannot be applied to the wrong order/step. At the governance layer, V5 QMS supports approvals, dispositions, deviations, holds, and release blocks so high-risk decisions require the right authority and produce meaningful audit trails. For inventory and status enforcement that supports “stop the wrong action,” V5 WMS helps ensure held/quarantined status semantics are respected during execution. For integrations, V5 Connect API supports structured connectivity so external systems do not bypass credential and execution rule guards. For the platform view, see V5 solution overview.

19) Extended FAQ

Q1. What is credential-based execution control?
It is runtime enforcement of who is allowed to execute, verify, approve, override, or release actions in the execution layer based on identity, authentication strength, role authority, current qualification, and segregation-of-duties rules.

Q2. How is this different from RBAC?
RBAC often controls access to screens or features. Credential-based execution control applies checks at the moment of action, adds qualification and independence rules, and enforces server-side so the same controls apply through UI, APIs, imports, and devices.

Q3. Why do shared logins destroy execution integrity?
Because accountability becomes unprovable. If multiple people can plausibly be “the user,” the audit trail loses meaning, investigations slow down, and “verification” becomes easier to fake than to do properly.

Q4. Won’t strict credential checks slow production?
They will if the system is designed poorly. Designed correctly, the compliant path is fast and smooth, while high-risk actions require stronger credentials and governed approvals. That reduces rework, investigations, and release delays over time.

Q5. What’s the biggest red flag in a vendor demo?
If denied actions are handled as warnings, if self-verification is possible, if training gates are reports not blocks, or if APIs/imports can bypass the same controls operators must obey.

Q6. What should “excellent” credential evidence look like?
A record that proves who did what, under what authority and qualification, with what credential strength, in what context, and what the system denied or required for high-risk actions. Denied-action logs and exception summaries are part of the evidence, not clutter.


Related Reading
• Glossary Crosslinks: Manufacturing Execution Integrity | In-Process Compliance Enforcement | Execution-Layer Quality Controls | Manufacturing Order Execution Control | Batch State Transition Management | Work Order Execution Traceability
• Implementation Guides: Operator Action Validation | Role-Based Execution Authority | Training-Gated Execution | Execution Context Locking | Real-Time Execution State Machine | Step-Level Execution Enforcement | Review by Exception


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