eClerx’s breakthrough suite reimagines KYC and Customer Onboarding (COB) operations with an AI-powered transformation that reduces total KYC operating costs by 55%, while accelerating onboarding, strengthening compliance, improving quality, and enhancing the client experience.

At the core of this transformation is a fully integrated suite of AI agents built on agentic AI and generative automation. Working in concert across the entire lifecycle—from data sourcing and document analysis to narrative generation and quality assurance—the solution replaces fragmented processes with an intelligent, end-to-end operating model, delivering levels of efficiency and performance that traditional managed services and point solutions cannot achieve.

The challenge

Know Your Customer (KYC) and Client Onboarding (COB) remain among the most resource-intensive, compliance-critical processes in financial services. Regulatory expectations continue to escalate, client data grows ever more complex, and the cost of false positives in screening workflows runs into tens of millions of dollars annually for large institutions.

Financial institutions face a convergence of pressures that make the status quo untenable:

• Regulatory complexity is accelerating, with sanctions regimes, AML/CFT obligations, and beneficial ownership requirements evolving faster than manual processes can adapt.
• Client data is fragmented across hundreds of external sources, document types, and jurisdictions, making consistent, accurate data capture operationally difficult.
• False-positive rates in name and adverse media screening remain stubbornly high, consuming analyst capacity without improving risk outcomes.
• Enhanced Due Diligence (EDD) narrative drafting and approval documentation is manual, inconsistent, and a significant bottleneck ahead of onboarding completion.
• Scalability is constrained by the dependency on human capacity, which struggles to absorb event-driven spikes such as new sanctions packages or large client refresh programs.

Point solutions, such as standalone screening tools, RPA-based document capture, or isolated AI pilots, have delivered incremental gains. What institutions need, and what eClerx has built, is an orchestrated, intelligent system that operates across the full KYC value chain.

Our strategy

eClerx has designed a modular yet deeply integrated suite of AI agents, each purpose-built for a specific phase of the KYC and client onboarding journey. Together, they form an end-to-end intelligent workflow that automates high-volume tasks, augments analyst decision-making, and continuously learns from outcomes.

KYC Phase	AI agents deployed	Key capabilities	Cost saving
Data sourcing	Data Sourcing Agent + Doc Intelligence Agent	Automated ingestion from 650+ external sources; real-time digitization of 150+ document types	20%
Policy management	Policy Agent + Doc Gap Analysis Agent	Harmonizes policies across jurisdictions, eliminates redundancies, generates outstanding requirement summaries	15%
Outreach	Outreach Agent + Enrichment Agent	Policy-driven client communication with consistent language & tone; enriches profiles with pending data	7.5%
Screening and risk	Name Screening Agent + Media Screening Agent	70% reduction in name-screening false positives; 55% reduction in adverse media work effort	10%
Narrative and approval	Summary Agent + Quality Agent	Gen AI-powered EDD narrative drafting, automated QC, evidence packs, and MI analytics interface	2.5%

Phase 1 — Data sourcing (20% cost reduction)

Data Sourcing Agent and Doc Intelligence Agent combine to eliminate the most time-consuming element of KYC—gathering and processing client information. The solution connects to over 650 external data providers, including company registries, regulatory databases, and commercial data services, orchestrating automated retrieval in real time. Simultaneously, the Doc Intelligence Agent performs real-time identification, indexing, and digitization across more than 150 document types, applying machine learning to extract structured data from unstructured sources with high accuracy. The result is a rich, verified client profile assembled in a fraction of the time previously required.

Phase 2 — Policy management (15% cost reduction)

One of the most underappreciated complexities in global KYC programs is the proliferation of policy documents across jurisdictions, business lines, and client segments. The Policy Agent harmonizes these requirements, identifying redundancies and surfacing unique obligations, while the Doc Gap Analysis Agent cross-references client documentation against applicable policy standards and generates plain-language summaries of outstanding requirements. This allows compliance teams to focus on genuine exceptions rather than policy interpretation.

Phase 3 — Outreach (7.5% cost reduction)

Client outreach for missing or expired documentation is a significant operational burden, often managed through fragmented, manually drafted communications. The Outreach Agent provides a policy-driven interface that governs outreach content, structure, tone, and channel, ensuring consistency and regulatory appropriateness across all client communications. The Enrichment Agent simultaneously updates client profiles as information is received, maintaining a dynamic, real-time view of KYC completeness.

Phase 4 — Screening and risk (10% cost reduction)

Name screening and adverse media review are among the highest-volume, most analyst-intensive elements of KYC. The Name Screening Agent delivers explainable, AI-driven disposition of sanctions and PEP alerts, incorporating contextual signals to significantly reduce false positives, achieving a 70% reduction in this metric in production deployments. The Media Screening Agent automates adverse media discovery and summarization, delivering a 55% reduction in analyst work effort while improving the consistency and depth of adverse media assessments.

Phase 5 — Narrative and approval (2.5% cost reduction)

The final phase transforms the most skilled and most variable element of KYC: the preparation of EDD narratives and approval documentation. The Summary Agent auto-drafts narratives grounded in evidence from across the KYC file, with full citation trails and structured summaries tailored to approver audience. The Quality Agent performs automated quality control against policy standards, while an advanced analytics interface provides MI dashboards for operational oversight and regulatory reporting.

Our clients’ AI journey

eClerx is currently deploying this agentic AI framework across seven major financial institutions spanning North America, Europe, and the United Kingdom. Deployments range from Proof-of-Concept validation to full production rollout, reflecting the modular, phased approach eClerx employs to manage implementation risk and demonstrate value incrementally.

Client institution	Deployment Progress
Top 10 Category 1 US Bank	40% complete
Top 10 Category 1 US Bank	25% complete
Top 10 Category 1 EU Bank	25% complete
Top 5 Category 1 Canadian Bank	15% complete
Largest US Broker Dealer	15% complete
Largest US Asset Manager	40% complete
Largest UK Asset Manager	40% complete

Each engagement is tailored to the institution’s existing technology architecture, policy framework, and risk appetite. eClerx provides the full stack: AI agent design and configuration, integration with client systems and data providers, analyst training, quality assurance, and ongoing model governance.

The results

These live results stem from deployments currently underway with seven of the world’s most systemically important financial institutions, including top-tier US, EU, and Canadian banks as well as leading asset managers and broker-dealers.

The results include:

• 55% overall cost reduction
• 70% reduction in false positives
• 55% reduction in screening work effort
• 650+ external data sources integrated

Why eClerx

eClerx brings a differentiated combination of domain depth, operational scale, and technology capability:

• Deep financial crime expertise across KYC, AML, sanctions, and EDD — our teams understand the regulatory and operational context, not just the technology.
• Proven managed services infrastructure that provides the human oversight, quality assurance, and surge capacity that pure technology solutions cannot offer.
• End-to-end ownership, from AI agent design through to analyst operations, enabling us to be held accountable for outcomes rather than just outputs.
• A live and growing client base of Tier 1 institutions, providing continuous feedback loops that accelerate model improvement and reduce client-specific implementation risk.

The convergence of generative AI, agentic automation, and deep domain expertise has created a genuine inflection point for KYC and client onboarding. For financial institutions that move decisively, the prize is substantial: dramatically lower costs, faster onboarding, stronger compliance posture, and a materially better client experience.

eClerx is at the forefront of this transformation. We invite you to explore how our AI-powered KYC framework can be tailored to your institution’s priorities and challenges.

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