AI PAM Platform
Pain Points
Pain Points
Policy-Execution Misalignment
Regulatory requirements are often passed down through multiple layers, leading to front-line employees struggling to understand, remember, or correctly follow them.
Inefficient Manual Audits
Audits relying heavily on human judgment are prone to omissions and misjudgments, making compliance reporting time-consuming and labor-intensive.
Delayed Risk Response
Security breaches are often detected post-incident, hindering timely mitigation and recovery.
Solution Overview
Financial Compliance Knowledge Graph
Continuously synchronizes the latest regulatory updates from the central bank and financial authorities using large language models combined with rule-based extraction.
Sequence Alignment & Anomaly Detection Model
Utilizes Transformer architecture and edit distance algorithms to detect discrepancies between planned and actual actions, achieving a false positive rate below 2%.
Multimodal Fusion Engine
Aligns command streams (text) with screen activity (video) frame-by-frame to uncover UI-level risks that are otherwise invisible to backend monitoring.
Pluggable Approval Callback
Integrates with JIRA and Alibaba Cloud OAM engines; risk summaries are automatically written back as additional approval criteria to enhance decision workflows.
Financial Compliance Knowledge Graph
Continuously synchronizes the latest regulatory updates from the central bank and financial authorities using large language models combined with rule-based extraction.
Sequence Alignment & Anomaly Detection Model
Utilizes Transformer architecture and edit distance algorithms to detect discrepancies between planned and actual actions, achieving a false positive rate below 2%.
Multimodal Fusion Engine
Aligns command streams (text) with screen activity (video) frame-by-frame to uncover UI-level risks that are otherwise invisible to backend monitoring.
Business Values
Proactive Risk Prevention
Leverages pre-execution knowledge bases and real-time deviation detection to identify and block potential violations before or during execution, reducing system downtime and data breaches caused by human error.
Significantly Reduced Compliance Burden
Built-in financial regulatory knowledge graph translates complex policies into machine-executable rules, ensuring consistent enforcement and easier updates—eliminating the need for repeated manual interpretation or last-minute patching.
Streamlined Ops & Audit Collaboration
Automatically generated risk summaries and audit reports provide a unified evidence base for operations, approval, and compliance teams, improving communication and reliability of outcomes.
Optimized Governance Costs
AI automation replaces manual script comparisons, log filtering, and report generation, freeing key personnel to focus on deeper analysis and continuous improvement.
Enhanced Trust from Clients and Regulators
Real-time interception and full traceability demonstrate strong control over sensitive actions, helping financial institutions build credibility during audits and regulatory reviews.
Related Case Studies
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