Session

Becoming Frontier: A Platform Architecture for Enterprise AI Transformation Beyond Efficiency

As organizations move beyond early AI experimentation, the challenge shifts from deploying models to operationalizing intelligence at enterprise scale. This session introduces the Frontier Transformation framework, a structured approach to harnessing agentic AI that drives growth, innovation, and reinvented business processes, rather than incremental efficiency gains.

At the core of this architecture is a tri-layered intelligence system designed to ground AI agents in the full context of an organization. Work IQ captures how employees collaborate — their workflows, preferences, relationships, and communication patterns — enabling agents to personalize and act with human-like contextual awareness. Data IQ provides real-time access to business entities, systems of record, and operational state, so agents can reason over live data rather than stale snapshots. Organizational IQ surfaces curated knowledge from authoritative documents, internal policies, and external data sources, ensuring agents operate within organizational guardrails. Together, these layers transform AI agents from generic assistants into context-aware business partners.

The framework addresses the full agent lifecycle through an integrated building stack spanning three builder personas. Business teams customize agents through natural language. IT and power users build sophisticated agents within a managed SaaS environment. Professional developers leverage full architectural control, supporting open frameworks, multi-agent orchestration, and edge deployment.

Critically, the architecture treats trust not as a constraint but as an accelerator, with a dedicated control plane for observing, governing, and securing agents at scale. This includes real-time monitoring of agent behavior, IT-managed onboarding with compliance and data retention tooling, and comprehensive identity and data protection, extending enterprise-grade controls from human users to autonomous agents.

This session is for enterprise architects, IT leaders, and AI strategists evaluating how to scale agentic AI from pilot to production while maintaining security, governance, and measurable business impact.

Juan Carlos Chipi

Azure Cloud Solutions Architecture Senior Manager, Microsoft

San Juan, Puerto Rico

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