Industries > Financial Services

Intelligent ETL for Financial Services Operations

Accelerate customer onboarding automation, compliance data workflows, and client data onboarding with AI Data Mapping that turns core banking, custodian, and regulatory formats into working integrations in minutes plus AI-powered enterprise workflow orchestration.

See Financial Services Use Cases

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Financial services use cases

Customer Onboarding Automation

KYC Automation

AI Data Mapping for Financial Data

Compliance Data Workflows

AI-Ready Financial Data

Financial Operations Run on Fragmented Data

Customer onboarding systems, wealth platforms, custodians, compliance systems, core banking platforms, payment providers, and third-party data sources create disconnected workflows that slow operations and increase risk. Traditional ETL was built for structured internal systems. Financial institutions must manage:

Customer Onboarding Automation
KYC Workflows
Compliance Data Exchange
Client Data Onboarding
Regulatory Reporting
Account Opening Workflows
Mergers & Acquisitions Integration

Diagram: customers, advisors and custodians send PDF forms, CSV, ISO 20022, position files and fixed-width files to core banking, KYC and AML compliance and market data providers. Account opening has stalled for 9 days, one client has 3 addresses on file, and a KYC check fails for a missing tax ID.

This complexity creates operational bottlenecks, onboarding delays, and compliance challenges.

AI Data Mapping turns every new connection into a working integration

Adeptia builds the source-to-target mapping for a new custodian, advisor platform, or regulatory format in minutes, so onboarding a new partner doesn’t start from scratch.

Adeptia AI Data Mapping workspace: AI chat panel beside a source-to-target mapping canvas

Customer
Advisor
Custodian

Unified Financial Operations powered by Intelligent ETL

Core Platform
Compliance Systems
External Data Providers

The shift

Traditional ETL Moves Data. Intelligent ETL Automates Financial Operations.

Financial institutions require more than integration. They require automation, compliance, and operational intelligence. Adeptia helps financial institutions automate operational workflows across onboarding, compliance, customer servicing, and financial data ecosystems.

Traditional ETL

Static mappings
Internal system focus
Manual maintenance
Reactive compliance workflows
Limited onboarding automation

Intelligent ETL

Adeptia

AI Data Mapping: builds core banking, custodian, and regulatory format mappings in minutes, not weeks
Customer onboarding automation
KYC automation
Compliance orchestration
AI-ready financial data

How it Works

AI-Powered Financial Data Automation

Intelligent ETL automates the movement, transformation, validation, and orchestration of financial data across operational workflows.

Unlike traditional ETL, Adeptia continuously adapts to changing customer requirements, regulatory mandates, partner ecosystems, and operational processes starting with AI Data Mapping, which builds the source-to-target mapping for a new custodian, advisor platform, or regulatory format in minutes instead of weeks.

This is Adeptia’s approach to financial services data integration grounded in core banking and regulatory formats, automated by AI Data Mapping.

Customer Onboarding Automation

Accelerate client onboarding, account opening, and customer servicing workflows.

KYC & Compliance Automation

Automate compliance checks, data validation, and regulatory workflows.

AI Data Mapping for Financial Data

Streamline operational data flows across custodians, advisors, partners, and financial systems — with AI Data Mapping building each new connection instead of a developer.

AI-Ready Financial Data

Deliver governed operational data for analytics, automation, and AI initiatives.

25 Years of Financial Services Operational Intelligence

Industry-specific accelerators, onboarding frameworks, and operational best practices developed through decades of financial services implementations.

Financial Services Accelerators

Pre-built workflows for customer onboarding automation, compliance data workflows, and client data exchange.

AI Data Mapping for Financial Formats

Adeptia’s AI Mapping agent is grounded in proven core banking, custodian, and X12 patterns so it maps regulated financial data correctly, not just plausibly.