Modernizing KYC Onboarding with Anthropic Claude for a Leading Private Wealth Firm

The Client Profile

Due to the confidential nature of this engagement and the terms of our non-disclosure agreement (NDA), the client's name cannot be publicly disclosed. However, the organization is an established U.S.-based private wealth management and retirement-plan advisory firm serving high-net-worth individuals, families, businesses, and institutional retirement-plan clients.

• Industry: Financial Services | Private Wealth Management & Retirement Advisory
• Organization Type: Registered wealth management and retirement-plan advisory firm
• Company Size: Approximately 100 financial advisory, operations, client-service, and compliance professionals
• Assets Under Management: Nine-figure AUM
• Client Segments: High-net-worth households, businesses, plan sponsors, retirement-plan participants, trusts, beneficiaries, and other complex financial relationships
• Operational Environment: Highly regulated financial services environment involving KYC, AML, customer identification, account opening, document management, and supervisory oversight
• Engagement Focus: AI-Powered KYC and Client Onboarding Automation
• Technology: Anthropic Claude and Workato

Private wealth management firms operate in a highly regulated environment where establishing a new client relationship involves considerably more than collecting basic contact information. Advisors and compliance teams must accurately identify customers, verify individuals authorized to act on their behalf, collect and validate supporting documentation, complete required screenings, and maintain a defensible record of the review and approval process.

The client manages particularly complex relationships involving high-net-worth households, retirement plans, plan sponsors, authorized representatives, participants, beneficiaries, trusts, fiduciaries, and business entities. These relationships can involve multiple individuals, extensive documentation, complex ownership or authority structures, and different regulatory and internal compliance requirements. The firm's approximately 100 financial advisory, operations, client-service, and compliance professionals were responsible for managing these requirements while continuing to provide a responsive client experience. As the organization grew, its reliance on email, spreadsheets, PDFs, electronic forms, and manual data entry created increasing administrative complexity.

Quandary Consulting Group partnered with the organization to modernize its Know Your Customer (KYC) and client onboarding processes using Anthropic Claude and Workato. Claude provided intelligent document understanding and source-grounded summarization, while Workato orchestrated workflows, connected systems, initiated approved verification processes, and routed exceptions to the appropriate employees.

The result was a more scalable approach to AI-powered KYC automation and wealth management onboarding, designed to reduce repetitive administrative work while preserving the human oversight, traceability, supervisory controls, and compliance accountability required within financial services.

The Challenges

Cleaning and Standardizing the Data Foundation

Before Quandary could start, the firm first needed to address the quality and consistency of its existing data. Years of information spread across CRM records, custodian platforms, spreadsheets, PDFs, compliance systems, and document repositories had created duplicate records, inconsistent naming conventions, incomplete customer profiles, conflicting account information, and variations in how individuals, households, trusts, retirement plans, and business entities were represented.

Automating processes on top of that environment would have simply moved unreliable information faster. The first priority was therefore to establish a clean, standardized, and trustworthy data foundation that could support automation, AI-assisted document review, and the firm's broader KYC and compliance requirements.

Manual Onboarding Created Delays and Compliance Risk

The firm’s onboarding process depended on email, spreadsheets, PDFs, electronic forms, and manual data entry across its CRM, custodian portals, document repository, compliance systems, and portfolio-management platform

Advisors and support staff had to manually:

• Collect identity and account-opening documents
• Confirm the authority of plan sponsors, trustees, fiduciaries, and other representatives
• Review corporate, trust, beneficiary, and beneficial-ownership information
• Enter the same customer data into multiple systems
• Identify missing signatures, expired documents, and conflicting information
• Conduct required identity, sanctions, and risk screenings
• Determine whether sufficient customer information had been collected
• Route higher-risk or incomplete cases to compliance
• Reconstruct the review process during examinations and audits

The complexity was magnified by the firm’s work with large retirement plans. A single relationship could involve numerous authorized individuals, complex entity structures, extensive plan documentation, and strict internal approval requirements. Onboarding delays affected the client experience, while fragmented records made it harder to demonstrate that each account had received the required review.

FINRA Considerations

The modernization was designed to support several important obligations:

• FINRA Rule 2090—Know Your Customer: Firms must use reasonable diligence when opening and maintaining accounts to know and retain essential facts concerning each customer and the authority of people acting on the customer’s behalf. Those facts include information necessary to service the account, follow special handling instructions, understand authority, and comply with applicable requirements. FINRA Rule 2090
• FINRA Rule 4512—Customer Account Information: Firms must maintain specified customer account information and make reasonable efforts to obtain required contact information for a trusted contact person, subject to the rule’s conditions and exceptions. FINRA Rule 4512
• FINRA Rule 3110—Supervision: Member firms must establish and maintain a supervisory system reasonably designed to achieve compliance with applicable securities laws, regulations, and FINRA rules. FINRA Rule 3110
• FINRA Rule 3310—AML Compliance Program: Member firms must develop and implement a written anti-money-laundering program, including risk-based customer identification procedures and ongoing compliance controls. FINRA Rule 3310
• FINRA Rule 2111—Suitability: Where Rule 2111 applies, customer investment-profile information can include financial circumstances, objectives, experience, time horizon, liquidity needs, and risk tolerance. Institutional-account provisions may also be relevant to certain retirement-plan relationships. FINRA Rule 2111

The platform was built to support the firm’s compliance program and supervisory procedures—not to replace legal analysis, compliance judgment, or the responsibilities of registered professionals.