EARLY PARTNER PROGRAMME
Agent Assure is how financial services firms assure their AI agents before and after deployment. Use our Agent Assure Sandbox to simulate journeys, detect risk, and generate an explainable assurance report, before your agent reaches customers.
We’re developing Agent Assure in close partnership with forward-thinking firms who are closest to this problem.
INDUSTRY FORCES
Firms are moving fast from copilots to agents. But traditional assurance methods: sampling, manual QA, retrospective monitoring, can’t keep up with the velocity or complexity of agentic systems.
New risk types are emerging faster than oversight frameworks can absorb them. The scale of effort required to provide meaningful assurance is significant, compounded by high regulatory expectations.
That’s why we’re developing Agent Assure. And why we need partners who are close to this problem to help us build it right.
WHAT WE’RE BUILDING
Agent Assure is the real-time assurance engine that lets financial services firms deploy AI agents at scale – with the oversight, explainability, and regulatory confidence to prove every automated decision is safe, compliant, and defensible.
Designed to evidence compliance with FCA Consumer Duty, suitability, and fairness obligations — not as a bolt-on, but as a foundational layer.
Identifying when agents interact inappropriately with vulnerable customers, and escalating when human oversight is required.
Continuously monitoring whether AI agents stay within the correct boundary — a critical and often underestimated risk for customer-facing deployments.
Every assessment links to an evidence trace — so boards, compliance teams, and regulators can see exactly why a judgment was made.
TWO INTEGRATED CAPABILITIES
Agent Assure combines a pre-deployment Sandbox with a continuous real-time monitoring layer – a complete assurance architecture for the full agent lifecycle.
INVITATION EARLY
An expert forum for senior risk, compliance, and governance leaders who are thinking seriously about where assurance is heading as AI systems become more autonomous.
Where agent-related risk is beginning to appear and how assurance activities need to evolve to meet it.
How to deploy appropriate levels of agent-based assurance in a world of exponential agent growth — without scaling headcount proportionally.
How Aveni sees the evolution of automated assurance — and how a ‘machine line of defence’ addresses challenges that human teams can't absorb alone.
How assurance accountability evolves across 1st and 2nd lines of defence as AI agents take on more consequential tasks.
How the broader operating model — governance, reporting lines, tooling, budgets — needs to adjust to accommodate machine-led assurance.
Current tooling, what is working, what is theatre, where gaps exist — and which problems feel urgent today versus several years out.
EARLY PARTNER PROGRAMME
We’re working with a small number of financial services firms to co-develop Agent Assure. In return for your time, expertise, and challenge, early partners help shape what good assurance actually looks like in practice.
We learn your agent use cases, risk context, and assurance requirements, and share what we've built so far.
Test and challenge the Sandbox and monitoring layer alongside our team. Your feedback directly shapes the product.
Structured findings, evidence traces, severity scoring, and a deployment readiness view, built with you.
Practical guidance on monitoring rules, escalation triggers, and governance frameworks for your agents.
Early partners receive first access and preferred commercial terms when Agent Assure becomes generally available.
GET INVOLVED
Whether you want to co-develop Agent Assure as an early partner, or shape the broader conversation through the Expert Council — we want to hear from you.
