Reduce fraud and speed underwriting with AI-driven risk intelligence for PSPs, banks, and fintechs.

At a Glance:

Ballerine is an open-source risk management infrastructure for payment companies, marketplaces, and fintechs to automate KYC/KYB, underwriting, and transaction monitoring through a workflow engine, rule engine, and plugin system.

Overview:

Ballerine is an open-source risk management infrastructure designed to help global payment companies, marketplaces, and fintechs automate decision-making for merchants, sellers, and users throughout the customer lifecycle. The system covers account-opening processes like KYC and KYB, underwriting, and transaction monitoring. It provides a flexible rules and workflow engine, a 3rd party plugin system for vendor integrations, a manual review back office, and document and information collection frontend flows. This allows organizations to orchestrate risk policies according to specific and evolving requirements, with the option to self-host on-premise to retain data ownership.

Key Decision Points:

  • Deployment Model: The repository supports local deployment and self-hosting on-premise, offering control over data storage infrastructure.

  • Core Components: The system is composed of distinct modules including a Back Office for manual reviews, a Workflow Engine for orchestration, and a Plugin System for integrating third-party vendors and APIs.

  • Current Project Status: The open-source repository is undergoing a major rebuild and is not actively supported at this time; a SaaS version is available from the maintainers.

  • Rule Engine Availability: While a rule engine is listed as a core module, it is partially under construction and was not yet released in the last stable demo version.

  • User Interface: The system uses a no-code builder for risk rules (marked as a work in progress) alongside frontend collection flows that can be modified in real-time.

Core Features:

  • Workflow Engine: Orchestrates and automates the different parts of the system, defining process steps and enabling live communication between components.

  • Back Office: A case management dashboard for manual review, allowing operators to approve, reject, or request resubmission of applications.

  • Plugin System: Integrates with third-party vendors, APIs, and databases to extend verification and data sourcing capabilities.

  • KYB/KYC Collection Flow: Frontend user journeys for document and information collection that support real-time modification based on user risk.

  • Rule Engine: Enables defining various rule types to check user compliance against a custom risk policy during automated flows.

  • Manual Review Interface: Allows human operators to assign cases, review submitted documents, and make final decisions on flagged applications.

Use Cases:

  • Fintechs and payment companies can orchestrate automated merchant onboarding and underwriting workflows.

  • Compliance teams can use the back office dashboard to manually review and decide on user applications flagged by automated risk rules.

  • System integrators can connect to third-party data sources and vendors through the plugin system for enhanced identity verification and risk checks.

  • Self-hosting organizations can deploy the infrastructure on-premise to manage sensitive user data within their own infrastructure during the customer lifecycle.

Open-Source Alternative Value:

Ballerine provides a modular and self-hostable infrastructure for risk management, giving organizations direct control over their data by allowing on-premise deployment. As an open-source project, it offers a transparent foundation for automating identity verification and underwriting workflows without ceding data ownership to external SaaS platforms. Its plugin system allows developers to integrate with their choice of third-party vendors, while the workflow engine enables customization of decisioning processes to match specific policy requirements, though adopters should note the current rebuild status of the open-source codebase.

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