​
Introduction

Welcome to the Agent Governance SDK, a comprehensive solution designed to provide robust monitoring, ensure regulatory compliance, and establish strong governance for AI agents operating in the banking and financial services sectors. In an industry where trust, security, and compliance are paramount, deploying AI agents can present significant challenges. Our SDK is engineered to address these challenges head-on, giving you the tools to build, deploy, and manage AI agents with confidence.

​
Why Agent Governance?

As financial institutions increasingly leverage AI to enhance customer experiences, automate processes, and detect fraud, the need for a specialized governance framework has never been more critical. The Agent Governance SDK empowers you to:
  • Maintain Regulatory Compliance: Automatically monitor agent interactions for adherence to key regulations like SR 11-7, Fair Lending, and BSA/AML.
  • Mitigate Risk: Proactively detect and flag potential issues such as PII exposure, discriminatory language, and suspicious activities before they escalate.
  • Ensure Performance and Reliability: Gain deep insights into your agents’ performance, including latency, token usage, and tool call success rates.
  • Achieve Transparency and Auditability: Create a complete, auditable record of every agent interaction, providing a clear view of your AI operations for internal stakeholders and regulators.

​
Core Features

Our SDK is built around a few core pillars to provide a complete governance solution:

Automated LLM Monitoring

Seamlessly integrate with leading LLM providers like Anthropic and OpenAI to automatically capture a wealth of data from every interaction.

Real-time Compliance Engine

Utilize our powerful offline rules engine to scan conversations for compliance violations in real-time, without compromising on performance.

Granular Event Tracking

Go beyond automated tracking to capture custom events, monitor complex multi-step workflows, and enrich your data with business-specific context.

Centralized Agent Management

Register and manage all your AI agents in one place, defining their roles, versions, and specific compliance requirements.

​
Who Is This For?

The Agent Governance SDK is designed for developers, compliance officers, and product managers in the financial services industry who are building or overseeing applications that use AI agents. Whether you’re creating a customer-facing banking assistant, an internal fraud detection agent, or a workflow automation tool, our SDK provides the essential governance layer you need.

​
Getting Started

Ready to take control of your AI agents? Head over to our Quick Start guide to get the SDK installed and start monitoring your first agent in under 5 minutes.