Uncontrolled Actions
Agents may attempt activities beyond their authorized scope.

AI AGENT GOVERNANCE FOR FINANCIAL INSTITUTIONS
AI Agent Controller · Powered by CEGS
Financial institutions require more than visibility into autonomous AI operations. They require enforceable controls over what AI agents are authorized to do.
AI Agent Controller, powered by CEGS, is designed to bring institutional governance to the point of action — enforcing policies, preserving human authority, and maintaining auditable evidence.
Conceptual governance workflow
THE GOVERNANCE CHALLENGE
As autonomous AI agents gain the ability to initiate consequential actions, institutions need a coordinated approach to authority, prevention, oversight, and evidence. Policies alone do not ensure controls are enforced at the moment of execution.
Agents may attempt activities beyond their authorized scope.
Uncontrolled actions can create financial, operational, and governance consequences.
Institutions need to understand what agents attempt, what they execute, and how controls apply.
AI adoption may advance faster than institutional oversight processes.
INTRODUCING AI AGENT CONTROLLER
A common governance and enforcement layer intended to operate across AI-driven financial workflows. Policy controls, authorization boundaries, human oversight, and decision evidence — brought together under CEGS.
Maintain visibility into agent activities, requested actions, and governance-relevant events.
Define permissions, delegated authority, and the operational boundaries of autonomous agents.
Evaluate proposed actions against institutional controls before consequential actions execute.
Refer sensitive actions to designated personnel, preserving human judgment and authority.
Preserve evidence of policy evaluations, approval decisions, and control outcomes.
HOW IT WORKS
AI Agent Controller is designed to evaluate agent actions against defined governance requirements before those actions are permitted to proceed.
An autonomous agent initiates a proposed operation.
Relevant authority, policy, and risk requirements are assessed.
The action is allowed, blocked, or escalated for human approval.
Governance decisions and relevant actions are recorded for review.
FINANCIAL OPERATIONS
Consistent authority and control across the many activities where AI agents may operate. These proposed application scenarios illustrate how execution-level governance can apply across financial workflows.
Govern agent-initiated payment instructions and transfer activities.
Authorized transaction limits
Apply governance requirements to proposed trading and investment-related actions.
Trading authority limits
Maintain institutional authority over consequential credit and lending actions.
Decision authority
Establish authority and approval controls over AI-driven financial operations.
Delegated financial authority
Connect institutional control requirements to AI-driven operational processes.
Segregation of duties
THE CEGS FOUNDATION
CEGS — Continuous Execution Governance System — combines a governance methodology with the technology intended to operationalize institutional controls during autonomous AI execution.
Defines requirements for delegated authority, policy controls, human oversight, accountability, and risk boundaries.
Provides the foundation through which governance requirements can be evaluated, enforced, escalated, and documented.
LEADERSHIP & INSTITUTIONAL EXPERIENCE
Leadership with experience spanning financial risk management, institutional governance, software engineering, and financial technology.

Chief Risk Officer
Financial risk and governance leadership, with a focus on institutional authority, oversight, and accountability.

Chief Technology Officer
Technical leadership spanning software engineering, technology architecture, and financial technology.
GOVERNANCE & ACCOUNTABILITY
Connect institutional policies with execution-level decision controls and auditable evidence. A governance approach relevant to risk and compliance considerations across Canada and the United States.
RESPONSIBLE AUTONOMY STARTS WITH CONTROL
Explore what execution-level governance could mean for your institution.