ATEA SV Oct 30 Meetup - Building Trust in AI - from reliable agents to authentic digital content
As AI evolves from generating content to making decisions and executing complex tasks, two critical challenges are emerging: How do we build AI systems we can trust, and how do we trust the content AI creates?
Join us for an engaging event featuring two complementary talks that explore the technologies, architectures, and governance frameworks needed to make AI more reliable, accountable, and trustworthy.
Talk 1: From AI Agents to Reliable Enterprise Systems
Speaker: Sunil Murthy, Field CTO, IBM
AI agents are rapidly evolving from experimental prototypes into sophisticated systems capable of coordinating multiple tasks and making consequential decisions. But building an impressive demonstration is very different from deploying a reliable, production-ready solution.
This session will explore how to architect dependable workflows involving multiple specialized AI agents. Attendees will learn when to use sequential, parallel, or supervisor-based coordination patterns, and how to incorporate human approvals, tracing, and observability to make agent behavior safer, more transparent, and easier to govern.
Through practical design patterns and governance considerations, the talk will demonstrate how organizations can move beyond agent experimentation toward operational systems that can be understood, tested, monitored, and trusted.
Key takeaway: Reusable architectural patterns and practical guidance for transforming multi-agent prototypes into reliable enterprise solutions.
Talk 2: Trust in the Age of AI-Generated Content - Combating Deepfakes and Digital Impersonation
Speaker: Bhaskar Deo, CEO, Verda AI
Generative AI has made it remarkably easy to create realistic images, audio, and video. While this opens extraordinary creative possibilities, it also raises fundamental questions about authenticity, ownership, and trust.
How can we distinguish authentic digital content from AI-generated or manipulated media? How can creators establish the provenance of their work? And how can organizations protect themselves against deepfakes, misinformation, and digital impersonation?
This session will explore the development of a trust and verification platform that uses invisible, tamper-resistant digital watermarks to help establish content authenticity and trace its origins.
Attendees will gain insights into how digital watermarking and verification technologies can help create a more trustworthy digital ecosystem without compromising the user experience.
Key takeaway: An understanding of emerging approaches to verifying AI-generated content, protecting digital identity, and establishing trust in an increasingly synthetic media landscape.
Talk 3: From AI Pilots to Production — Building Trusted Enterprise AI Agents
Speaker: Arun Krishnaswamy, CEO, MoolAI
Building AI agents is relatively easy. Deploying them reliably, securely, and at scale in enterprise environments is a much greater challenge.
We will explore how organizations can move beyond AI experimentation and proof-of-concept demonstrations to production-ready Agentic AI solutions that deliver measurable business value.
Drawing on MoolAI's enterprise AI platform, the session will examine the critical capabilities required for successful deployment: multi-agent orchestration, observability, deterministic guardrails, governance, compliance, and cost optimization. Arun will also discuss how enterprises can integrate AI agents with existing applications while maintaining control, accountability, and flexibility across AI models.
Key takeaway: The future of enterprise AI is not simply about building more agents, but about making them trustworthy, cost-effective, and capable of delivering consistent business outcomes.
Why Attend?
Together, these talks address two essential dimensions of trustworthy AI: trusting what AI does and trusting what AI creates.
Whether you are an AI practitioner, enterprise technology leader, entrepreneur, investor, or simply interested in the future of AI, this event will offer practical insights into building systems that are not only intelligent and capable, but also reliable, transparent, and accountable.
Join us for two thought-provoking presentations and an opportunity to connect with fellow technology enthusiasts and industry leaders.