AML Consultancy and Validation
Strengthen your AML framework through independent assessment, advisory and validation.
- Name-screening validation
- Transaction-monitoring validation
- Customer risk-rating review
- AML health checks
Revolutionizing AML with AI
Transform financial-crime compliance through explainable AI, intelligent automation and connected risk intelligence. TA Tech helps banks, payment institutions and regulated organisations modernise AML operations across screening, monitoring, KYC, investigations and regulatory reporting — with human supervision, governance and auditability built in.
AI analysis · illustrative
Alias match 0.91Transliteration variantDOB partial matchList: sanctions watchlist
AI analysis: true-match probability high — recommend escalation for compliance review. Human approval required.
AI analysis · illustrative
Cash intensity 64Rapid movement 82Linked case Q-0139Customer risk: high
AI analysis: structuring pattern across 3 days — recommend investigation and possible case link. Human approval required.
AI analysis · illustrative
Occupation changedAddress changedRe-screening: no matchReview type: trigger event
AI analysis: delta summarised for periodic review — analyst confirms updated risk rating. Human approval required.
AI analysis · illustrative
Shared device IDShared identifier3-account clusterFlow-of-funds mapped
AI analysis: cluster consistent with mule-network pattern — recommend network investigation. Human approval required.
AI analysis · illustrative
Narrative draftedEvidence pack attachedJurisdiction selectedManager approval recorded
Workflow: analyst drafted · compliance manager approved · audit trail complete. Human approval required.
HUMAN APPROVAL REQUIRED FOR MATERIAL DECISIONS
Illustrative interface — not live data · select a row to expand
Three Ways We Help Financial Institutions Transform
From independent AML advisory and system validation to AI-enabled compliance tools and enterprise AI transformation.
Agentic AML
Apply explainable, human-supervised AI to screening, monitoring, KYC and investigations.
- Screening alert analysis
- Monitoring alert prioritisation
- AI-assisted KYC reviews
- Investigation intelligence
- Network analytics
- Report-drafting assistance
AI Transformation
Implement secure, governed AI across financial-institution operations.
- AI strategy and readiness
- Enterprise AI assistants
- Agentic workflow automation
- Document intelligence
- Responsible AI governance
Announcement — Integrated AML operating environment with local vendors
TA Tech collaborates with local AML vendors to combine Agentic AML capabilities with AML workflow and case-management technology.
A Connected Set of AML Capabilities
Agentic AML connects customer information, screening, transactions, alerts, investigations and reporting in one operating environment — modular technology that complements your existing systems. The capability areas below introduce the set; the full detail lives on the platform page.
Customer and Name Screening
Sanctions, PEP and watchlist screening with configurable matching and AI-assisted review.
Transaction Screening and Monitoring
Detection and investigation of unusual, suspicious or prohibited activity.
Intelligent Alert Prioritisation
Risk-based ranking so teams focus on higher-priority cases.
KYC, CDD and EDD
Consistent customer reviews connected to screening results and documentation.
Investigation and Case Intelligence
A consolidated view of information, evidence and actions.
Network Analytics and Entity Resolution
Relationships invisible at individual-customer level.
Agentic AML — AI-Assisted Compliance Across the Customer and Transaction Lifecycle
Agentic AML is TA Tech's modular financial-crime compliance platform, designed to help compliance teams collect information, analyse risks, prioritise work, investigate alerts and prepare regulatory documentation.
It operates alongside existing screening, monitoring, case-management and core banking systems — adopt individual modules, or a connected operating environment over time.
Screening Intelligence
AI-assisted review of sanctions, PEP and watchlist alerts.
Monitoring Intelligence
Alert enrichment, risk prioritisation and investigation support.
KYC Intelligence
Customer-data analysis and periodic-review automation.
Investigation Intelligence
Case summarisation, evidence and workflow automation.
Network Intelligence
Entity resolution and transaction-network analysis.
Reporting Intelligence
Investigation narratives and STR preparation support.
- Connect
- Enrich
- Analyse
- Investigate
- Review
- Document
- Improve
AI That Supports — Not Replaces — Compliance Professionals
TA Tech designs Agentic AML as a decision-support platform. AI can analyse information and prepare recommendations, but accountability remains with authorised personnel.
Human Supervision
Material decisions — alert closure, customer-risk approval, STR reporting — remain subject to human review.
Explainability and Auditability
Recommendations supported by reason codes, scoring factors and evidence; actions, model versions, overrides and approvals can be recorded.
Data Protection and Model Governance
Deployment and access controls configurable to privacy and data-residency requirements; models tested, versioned and monitored under defined procedures.
Controlled Automation
Institutions determine what may be automated and what requires mandatory review or approval.
Designed for Regulated and Data-Intensive Organisations
TA Tech applies AML expertise, data engineering, AI and workflow automation to sectors where security, explainability and operational control matter.
Banking and Financial Services
Modernise AML, KYC, risk management, customer operations and regulatory processes.
Explore banking →Payments and Fintech
Scale screening, monitoring and investigations as transaction volumes increase.
Explore payments →Insurance and Wealth Management
Improve customer reviews, document analysis, risk controls and investigation workflows.
Explore insurance →Gaming and Hospitality
Customer due diligence, transaction-risk analysis and responsible business processes.
Explore gaming →Government and Public Sector
Modernise document-heavy public services, knowledge and case management.
Explore government →Retail and Professional Services
Apply data intelligence and responsible AI to operations, documents and knowledge.
Explore retail →Start with a Defined Business Problem
A TA Tech proof of concept allows institutions to validate a priority use case using an agreed scope, controlled dataset and measurable evaluation criteria — then measure quality, explainability and efficiency before any wider rollout.
Example proof-of-concept use cases
- Screening alert analysis
- Adverse media review
- Transaction-monitoring alert prioritisation
- Periodic KYC review preparation
- Regulatory report drafting
Designed to Deliver Measurable Operational Value
Depending on the selected use case and implementation scope, TA Tech solutions are designed to help organisations:
- Reduce repetitive data collection and review
- Prioritise higher-risk alerts
- Accelerate KYC and periodic reviews
- Strengthen investigation documentation
- Enable compliance professionals to focus on complex, higher-value decisions
Performance targets are agreed and measured during the proof-of-concept or implementation stage.
AML Knowledge. AI Capability. Local Delivery.
Specialist AML Experience
Informed by practical experience in screening, monitoring, KYC, risk assessment, system validation and financial-crime transformation.
End-to-End Implementation
From assessment and business requirements through integration, testing, deployment, training and ongoing support.
Complement, Not Necessarily Replace
Modular architecture works with existing systems — modernise priority processes without replacing the whole stack.
Regional and Bilingual Support
Chinese and English implementation, documentation, training and support across the GBA.
Flexible Deployment
On-premises, private cloud, dedicated hosted environments or hybrid architectures.
Controlled Adoption
Begin with an AML health check, workshop or controlled proof of concept before wider production implementation.
Ready to strengthen your AML operations?
Start with an AML Health Check, a demonstration of Agentic AML, or a consultation on AI transformation.