Agents propose actions such as: Approve, deny, or modify access Revoke unused or excessive permissions Escalate based on risk or impact Prioritize review focus Each recommendation includes clear reasoning, not opaque scoring.
Signals are correlated to build meaning: What access enables in business terms How roles interact (especially in SAP) What “normal” looks like for peers Where policy or risk thresholds apply This replaces raw data with decision-ready context.
Agents observe real-time inputs such as: Workforce lifecycle changes Access assignments and removals Approval actions and overrides Usage patterns and dormancy SoD conflicts and risk indicators No action is taken yet only observation.
All actions logged with policy context and preserved as audit evidence. Records who initiated, reviewed, and approved each action Captures policy evaluation results and SoD checks at decision time Preserves timestamps, system targets, and execution outcomes Maintains append-only audit trails aligned to compliance standards Ensures conversational interactions remain fully traceable
Policy checks, approval routing, enforcement, and provisioning executed. Routes decisions to appropriate business, application, or entitlement owners Executes real-time policy validation prior to approval finalization Initiates provisioning through controlled orchestration across connected systems Applies sequencing logic to ensure dependent controls execute in order Prevents direct execution outside approved governance workflows
Access options presented in business language with risk indicators. Translates technical entitlements into business-readable access descriptions Flags sensitive, privileged, or high-risk access categories Displays relevant SoD or policy exposure indicators Surfaces time-bound or purpose-bound access alternatives Enforces justification prompts for elevated or exception-based access
Eligibility, role, risk, and SoD evaluated. Resolves user identity attributes, department, role hierarchy, and employment status Determines request eligibility against access policies and entitlement rules Evaluates SoD conflicts and privilege thresholds before options are displayed Applies system sensitivity and data classification context Filters out ineligible or non-compliant access paths automatically
Natural language request captured and classified. Interprets conversational input across access requests, approvals, certifications, and status queries Maps intent to structured governance actions (request, review, revoke, extend, simulate) Validates identity session context before proceeding Restricts commands to authorized action types based on user role
Audit Evidence & Reporting Controls must be provable with defensible documentation. Immutable logs of access changes, approvals, and certifications Decision context preserved beyond provisioning Reports align directly to SOX audit expectations
Access Reviews & Certifications Periodic confirmation that access remains appropriate. Ownership-based certifications for financial roles and systems Campaigns target high-risk access instead of blanket reviews Review decisions and remediation captured as evidence