One of the reasons I enjoy hosting executive dinners is that the most valuable conversations rarely happen on stage.
They happen around the table.
Recently, Open Future Forum hosted the Enterprise AI & Agentic Security Dinner in Los Altos Hills, bringing together enterprise leaders, AI builders, operators, and security professionals to discuss one of the most important topics facing organizations today: how to govern AI as it moves into production.
The discussion featured leaders including Manjush Menon of Visa, Karthik Suresh of ZoomInfo, and Paulina Xu of Agentic Fabriq, and focused on identity, permissions, governance, accountability, and what enterprise leaders need to prepare for over the next 12 to 24 months.
Following the event, Manjush Menon, Global Product and Standards Leader at Visa, shared a reflection that captured the tone of the discussion:
AI governance and structure aren’t afterthoughts — they’re the foundation. Clear use cases, defined workflows, scoped permissions, humans in the loop where it matters, and honest evaluation of outputs. That’s what makes AI adoption sustainable at scale.
Original LinkedIn post:
That observation stood out because it reflects where many organizations are today.
The conversation has moved beyond whether companies should adopt AI.
The real questions now are:
- How do we govern AI systems?
- How do we manage permissions and identity for AI agents?
- How do we maintain accountability?
- How do we evaluate outputs?
- Where should humans remain in the loop?
- How do boards oversee AI risk and opportunity?
These are not purely technical questions.
They sit at the intersection of technology, operations, security, finance, legal, and executive leadership.
One of the recurring themes throughout the evening was that successful AI adoption requires more than powerful models. It requires structure.
Organizations that scale AI successfully tend to have:
- Clear business use cases
- Defined workflows
- Permission models and access controls
- Governance frameworks
- Human oversight where appropriate
- Continuous evaluation and measurement
As AI agents begin taking on more complex responsibilities, these foundations become increasingly important.
Over the past several years, Open Future Forum has hosted more than 100 executive dinners, roundtables, and leadership discussions for CEOs, CFOs, CTOs, CISOs, CROs, founders, investors, family offices, and board members.
The Enterprise AI & Agentic Security Dinner was another reminder that some of the most important conversations in AI are no longer about the technology itself. They are about leadership, governance, accountability, and execution.
The organizations that get these pieces right will be the ones that create sustainable value from AI over the next decade.
Learn more about Open Future Forum:
View upcoming events:
https://luma.com/OpenFutureForum
written by Murray Newlands
