32% of companies report material weaknesses from SoD issues and 40% fail at least one SOX control annually. Periodic manual access reviews catch conflicts months after they appear, leaving the window open for fraud and audit findings.
A controls engine ingests role and permission data from every financial system, evaluates against a SoD ruleset (e.g., "cannot create vendor + approve payment"), and surfaces conflicts in real time. Provisioning workflows reject conflict-creating role grants at request time rather than at audit time.
GRC platform + identity governance + role mining engine + conflict ruleset library + workflow approval engine.
Continuous AI/ML and LLM-agent scanning of 100% of transactions for anomalies and control failures, replacing sample-based audit testing.
Centralized payment factory executing payments across entities and currencies through one hub with real-time rails and in-house bank structures.
AI-driven close execution with 99%+ auto-matching, auto-posted journal entries, and ML anomaly flagging — humans review exceptions only.