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Reference stack

Add lending infrastructure

A lending stack covering data, decisioning, origination, ledgering, servicing, collections, fraud and reporting.

LendersBanksEmbedded-lending platforms

Intended audience and markets

Audience

LendersBanksEmbedded-lending platforms

Markets

North AmericaEuropeSelected markets

Infrastructure layers

01

Data and verification

Required

Collect credit, income, bank and document data.

Selection criteria

  • Data rights and permissible purpose
  • Market coverage
  • Freshness and dispute process
02

Decisioning and risk workflows

Required

Apply eligibility, pricing and credit policies.

Selection criteria

  • Explainability and governance
  • Strategy testing
  • Manual-review workflow
03

Origination and onboarding

Required

Manage applications, KYC, document collection and offers.

Selection criteria

  • Application workflow
  • Identity and fraud integration
  • Adverse-action support
04

Ledger and servicing

Required

Maintain balances, schedules, payments and account history.

Selection criteria

  • Product and schedule flexibility
  • Accounting and reconciliation
  • Servicing and hardship workflows
05

Fraud, monitoring and collections

Required

Detect application fraud and manage delinquency and compliance.

Selection criteria

  • Synthetic identity controls
  • Portfolio monitoring
  • Collections and complaints

Implementation sequence

  • Data and verification
  • Decisioning and risk workflows
  • Origination and onboarding
  • Ledger and servicing
  • Fraud, monitoring and collections

Regulatory considerations

  • Credit, consumer-protection, fair-lending and data-use rules are market-specific.
  • Models and vendor decisions require governance, monitoring and human accountability.

Technical considerations

  • Keep decision, offer, contract, ledger and servicing records linked but independently auditable.
  • Plan model changes and data-provider outages.

Questions to ask providers

  • Which legal entity contracts for each service and in which jurisdictions?
  • Which responsibilities remain with the product operator rather than the provider?
  • What are the implementation, approval, testing and migration timelines?
  • How are incidents, exits, data portability and business continuity handled?
  • How are adverse decisions explained and challenged?

What this stack does not cover

  • Funding, capital markets and collections agencies are not fully covered.

Related stacks

Reviewed on 2026-07-07.

Provider options are examples of infrastructure roles, not endorsements or a guarantee of suitability, availability or regulatory compliance. Confirm requirements for your product with each provider and qualified advisers.