Sprint 49 / Enterprise Agent Platform
AI must execute responsibly.
Enterprise Agents are governed digital coworkers that prepare, coordinate, and execute approved work under business rules, human approval, security, compliance, explainability, and auditability.
Active Agents
Governed5
Finance, Procurement, Customer, HR, and Operations agents are active inside approved policy boundaries.
Running Tasks
Controlled24
Agents are preparing work, gathering evidence, and coordinating next actions without bypassing rules.
Pending Human Approvals
Required11
Payment proposal, supplier onboarding, renewal package, onboarding checklist, and escalation summary need approval.
Agent Health
Healthy93%
Agent execution, policy checks, audit capture, and approval routing are operating normally.
Agent Performance
Strong88%
Task completion, accuracy, approval acceptance, and business value are trending upward.
Assigned Work
Queued47
Work is routed by product cloud, policy, role, priority, and approval requirement.
Completed Work
This Month312
Completed work includes prepared proposals, summaries, investigations, checklists, and reconciliations.
Business Value
Measured$740K
Value includes time saved, avoided risk, faster close, payment accuracy, and operational prevention.
Finance Agent
Invoice preparation, duplicate review, payment proposal preparation, reconciliation assistance, and close preparation.
Prepare payment proposal
$428K / Business rules passed
Draft clean payment proposal for PB-774 using payment readiness, supplier risk, cash forecast, and discount rules.
Treasury approval required
Human approval required before governed execution.
Review duplicate invoice risk
$38K exposure / Payment hold active
Investigate Northwind invoice similarity, prior payment history, supplier account, and OCR confidence.
AP Manager approval required
Human approval required before governed execution.
Prepare reconciliation assistance
$14K variance / Evidence prepared
Match payment record, bank confirmation, FX difference, and journal evidence.
Controller review required
Human approval required before governed execution.
Prepare close packet
4 controls / Close rules active
Collect AP aging, unresolved exceptions, payment readiness, accrual evidence, and control sign-offs.
Controller approval required
Human approval required before governed execution.
Human Approval Framework
Every agent action supports review, approve, reject, escalate, and delegate.
Review
Available on every action
Human reviewer inspects agent-prepared work, evidence, rules, confidence, impact, and audit trail.
Approve
Auditable
Approved agent action can proceed only within the authorized workflow and policy scope.
Reject
Auditable
Rejected action returns to the agent with reason, evidence gap, and required correction.
Escalate
Auditable
Escalated action routes to higher authority when risk, value, policy, or SLA requires it.
Delegate
Auditable
Delegated action transfers review to another qualified user without losing evidence or timeline.