Fenergo launches Fen-AI platform for bank compliance

Fenergo has launched Fen-AI, an agentic AI orchestration platform for financial institutions. The platform underpins the company's KYRA suite of AI agents for client lifecycle management.

The launch targets compliance and onboarding work across client onboarding, periodic reviews, ongoing monitoring, and material client changes. Fenergo says the system is designed to automate those processes while maintaining human oversight, policy controls, and a full audit trail.

System control

At the centre of the product is Fen-X, Fenergo's Legal Entity System of Record. Every action, source, decision, and rationale generated through Fen-AI is recorded there, with the aim of making outcomes traceable and available for regulatory review.

That structure reflects a wider issue facing the financial sector as firms test AI in areas closely watched by regulators. Compliance teams are under pressure to manage rising workloads and more complex checks, but they also need to show how decisions were reached and who or what took each action.

Fenergo says Fen-AI extends its Legal Entity System of Record into what it calls a Continuous System of Control. In practice, the platform is intended to hold client data, policy logic, and evidence in one place while coordinating how AI agents use that information within defined governance rules.

Agent framework

Fen-AI also includes what Fenergo describes as an Agent-to-Agent Interoperability Framework. According to the company, it allows financial institutions to connect Fenergo agents with client-built and approved third-party agents through a single interface, while preserving context across systems and attributing each action to a source.

Outcomes are anchored to Fenergo's system of record and retained in an immutable evidence trail. The setup is intended to give institutions visibility into work moving between internal and external agents without losing control of the process.

Fenergo's KYRA range is the first set of tools running on the platform. The initial release includes six automation agents intended to support routine tasks across the client lifecycle, with a focus on reducing manual work in labour-intensive operational processes.

Marc Murphy outlined the company's case for the launch in remarks accompanying the announcement.

"Financial institutions don't have an AI problem. They have a scale problem. Risk moves in real time and regulation evolves continuously. Yet the work of compliance still depends on review cycles built for a slower world. Fen-AI changes that. We're enabling institutions to move from periodic control to continuous control, delivering faster client onboarding, greater operational efficiency and stronger compliance without increasing risk or headcount," said Marc Murphy, Founder and CEO, Fenergo.

Murphy's comments point to one of the main commercial arguments for AI in regulated operations: handling more reviews and checks without a matching rise in staffing. Banks have been exploring how to automate repetitive work in KYC, anti-money laundering, and client monitoring, but many deployments remain limited by concerns over governance, explainability, and accountability.

Governance focus

Fenergo says the platform also provides operational reporting intended to show where AI tools are contributing to workflow changes. Teams can track completed tasks, analyst hours returned, manual activity avoided, throughput gained, entities covered, and workload by capability.

Those metrics are likely to matter to buyers weighing the cost of AI deployments against the practical benefit in compliance operations. In many institutions, the challenge is not only whether a system can complete a task, but whether managers can measure the effect on output, staff time, and control frameworks.

Hishaam Caramanli, President and COO, Fenergo, focused on the regulatory dimension.

"AI in financial institutions will succeed only if it's built on trust. Regulators will not accept 'the AI decided' as an answer. That is why we built governance into the foundation of Fen-AI from day one. Every action is attributable. Every decision is explainable. Every outcome is anchored to a trusted system of record. We are creating a new category for regulated industries: the governed agentic workforce," said Hishaam Caramanli, President and COO, Fenergo.

Fenergo says it works with more than 40% of the world's top 50 banks and more than 110 financial institutions globally. Fen-AI and the KYRA Automation Class are available to Fenergo customers worldwide.