BIEN AGENTIC AI
BIEN AI Agent Series is a suite of compliance-focused AI agents built on lightweight LLM models for local deployment. Designed to supplement legacy AML systems, it includes Name Screen Hit Filter, Payment Screen Hit Filter, PEP Smart Catalyzation, Adverse Media Entity, and Dual Use Goods Interpreter. These agents enable FSIs to automate AML/CFT tasks with human oversight.
Key Benefits:
Compliance‑focused
BIEN are trained around AML/CFT, sanctions, PEP, adverse media and virtual asset risks, inherited Lyods’ 20+ domains knowhow.
Human–machine collaboration
Agents handle repetitive analysis—ranking hits, summarizing complex files, comparing funds—while investigators make the final decisions under human oversight.
Local and flexible deployment
Tiny LLMs and modular architecture allow BIEN to run on‑premise or in private environments, aligning with strict data residency and security requirements.
Explainable and governable AI
Integrated with the GQ platform, BIEN comes with monitoring, evaluation and explainability tools so model behavior can be reviewed, documented and governed in line with regulators’ expectations.
COMPONENTS
The BIEN Agent Series focuses on high‑impact use cases where automation can immediately improve productivity and quality:
Name Screen or Payment Screen
Prioritizes and filters name or payment screening alerts by assessing similarities, context and risk attributes, helping reduce false positives and speed up review process.
Adverse Media Entity (AME)
Aggregates and interprets adverse media across multiple sources, grouping related entities and stories to simplify case review and documentation.
PEP Smart Catalysation
Helps refine and reassess PEP profiles and related networks so investigators can focus on the most material changes and emerging exposure.
DUG Interpreter
Interprets data usage guidelines, internal policies and regulatory texts, turning complex documentation into clear, actionable guidance for frontline and compliance teams.
Fund Analyzer
Compares funds on key performance and risk metrics to support product selection, suitability assessment and customer recommendations, especially useful for wealth and fund distribution teams.
Model Lifecycle Platform
All BIEN agents are orchestrated and feed by Model Lifecycle Platform – an AI and big data foundation. The platform provides:
- Modular components for different AML/CFT and focus areas
- Big data infrastructure and connectors to banking, insurance and virtual asset systems
- Centralized AI model monitoring, logging and explainability reports
- API‑ready integration and user‑friendly interfaces for compliance and operations teams
This means institutions can start with one agent—such as Fund Analyzer or Name Screen Hit Filter—and expand to additional agents as their AI strategy matures, all under a single, governed platform.
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