Marketing Hub
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Agent Hub

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Agent Hub is the operational workspace for agent hub within assistant and agent operations, where teams manage concrete records, dependencies, and execution decisions rather than static summaries. The business and compliance goal is to keep agent catalog and runs aligned with approved claims, consent controls, market rules, and audit evidence at every step. This page presents role-scoped actions, linked downstream impacts, and policy-aware guardrails so users can work quickly without violating promotional or safety obligations. Next, use this agent hub workspace to execute governed tasks and route outcomes to connected teams.

RestrictedSection: Assistant + AgentsSeed: 20260224

Access Boundaries

SSO + RBAC/ABAC controls are evaluated by brand, market, function, agency zone, and risk tier before actions are enabled.

Field Surfaces: Approved-only enforcedExternal Partner: Submit-onlyRisk Tier Scope: Low/Moderate/High/Critical
Agent Hub: Agent Runs
70+2% governed
Agent Hub: Policy Pass
77-2% governed
Agent Hub: Human Gate Time
84-6% governed
Agent Hub: Traceability Score
91+7% governed
Agent Hub: Output Quality
98+3% governed
Agent Hub: Eval Pass
105-1% governed

Operational Focus

  • Review risk flags and policy results.
  • Inspect source traceability.
  • Capture final output artifact routing.

What To Do Next

  • Load sample input.
  • Complete human approval phase.
  • Log audit event and close run.

Agent Hub Run Studio

Execute deterministic agent workflows with policy checks, tool permission scopes, and human approval gates.

IDTitleMarketOwnerStatusRiskRelated
AG-0001Agent Hub · Agent execution 1UKAgent OpsApprovedHighAgent ObservabilityAssistant
AG-0002Agent Hub · Policy check 2DEHuman ReviewerActiveCriticalAgent ObservabilityAssistant
AG-0003Agent Hub · Human approval 3FRPolicy AdminBlockedLowAgent ObservabilityAssistant
AG-0004Agent Hub · Output routing 4ITAgent OpsEscalatedModerateAgent ObservabilityAssistant
AG-0005Agent Hub · Agent execution 5ESHuman ReviewerDraftHighAgent ObservabilityAssistant
AG-0006Agent Hub · Policy check 6JPPolicy AdminIn ReviewCriticalAgent ObservabilityAssistant
AG-0007Agent Hub · Human approval 7AUAgent OpsApprovedLowAgent ObservabilityAssistant
AG-0008Agent Hub · Output routing 8BRHuman ReviewerActiveModerateAgent ObservabilityAssistant
AG-0009Agent Hub · Agent execution 9MXPolicy AdminBlockedHighAgent ObservabilityAssistant
AG-0010Agent Hub · Policy check 10SGAgent OpsEscalatedCriticalAgent ObservabilityAssistant
AG-0011Agent Hub · Human approval 11USHuman ReviewerDraftLowAgent ObservabilityAssistant
AG-0012Agent Hub · Output routing 12CAPolicy AdminIn ReviewModerateAgent ObservabilityAssistant

Relationship Graph

Linked entities are enabled so users can traverse parent-child dependencies and downstream impacts without manual lookup.

Command CenterSearch

Agent Hub Tools

Human Gate

Capture approval/reject decision and route output.

MLRAudit
Execution StepOwnerETA
Validate inputOps5m
Policy checksCompliance8m
Route next actionWorkflow3m

Governed Assistant Output

Grounding sources include approved claims, PI/SmPC requirements, references, strategy docs, and previously approved assets. Responses include citations, confidence, output classification, request-MLR CTA, and prompt-output audit logs.

Classification: PromotionalConfidence: 0.91

Agent Hub

Model-agnostic registry, tool permissions, policy checks, and human-in-the-loop approvals are deterministic for local demo runs.

Model Registry

  • mdl-gpt-enterprise · OpenAI · high
  • mdl-claude-enterprise · Anthropic · high
  • mdl-local-llama · Self-hosted · sandbox

Sample Run

1. Input Loaded
2. Policy Guardrails Checked
3. Source Retrieval + Traceability
4. Human Approval Gate
5. Final Routed Artifact

Risk Flags: Missing fair balance in social template (resolved), off-label drift score 0.03 (pass), unapproved claim attempt blocked.

Human Approval Phase: Medical reviewer sign-off required before output release.

Final Artifact: Routed to `/mlr/queue` with note `Awaiting final promotional approval`.

Audit Entry: EVT-AI-2026-02-24-04122 recorded with tool permissions snapshot.

Output Classification: Promotional · Confidence: 0.91
  • AST-00431: HCP Efficacy Leave-behind v3
  • CLM-0214: Primary endpoint response claim
  • REF-0550: SmPC Section 4.8 safety reference

Agent Catalog

Market Landscape AgentBrand Positioning AgentCampaign Brief AgentSegmentation AgentClaims Librarian AgentClaim-to-Asset Traceability AgentFair Balance / Safety Presence AgentOPDP/Social Space Constraint Checklist AgentMLR Pre-Check AgentModular Asset Composer AgentVariant Generator AgentLocalization Brief AgentSEO/Discoverability AgentNext Best Action AgentJourney Builder AgentField-Digital Coordination AgentPerformance Analyst AgentContent ROI AgentExperiment Design AgentAttribution Insights AgentWorkflow Triage AgentAsset Reuse Finder AgentExpiry & Withdrawal AgentAgency QA AgentAdverse Event Detector AgentProduct Complaint Classifier Agent

Governance Notes

  • Every approval, publication, policy block, and AI output writes an audit event.
  • Consent and frequency caps are evaluated before deployment packaging.
  • Expiry and withdrawal controls maintain cross-channel evidence status.
  • Safety routing is always flag-and-route with human adjudication.

Geo Coverage

US1,820 active
UK640 active
DE550 active
JP730 active
BR500 active
AU320 active

Seed Coverage Summary

brands: 8campaigns: 30briefs: 200assets: 6,000components: 20,000claims: 2,500references: 8,000markets: 12localizationJobs: 1,500mlrPackages: 15,000reviewSteps: 60,000annotations: 200,000interactionsRollup: 2,000,000socialSignals: 50,000aeSignals: 1,500experiments: 5,000reports: 3,000connectors: 250auditLog: 300,000