GDG Meetup x Grab - Cyberorganization: Human Nerves, AI Reflex

How Grab orchestrates AI agents at regional scale—across fulfilment, pricing, and safety—while keeping humans in control. Explore real multi-step workflows where AI drives speed and automation, and engineering leaders set guardrails, resolve ambiguity, and own critical decisions. A practical look at scaling agentic AI without compromising trust, safety, or accountability.

Sessions & Perspectives

• Problem-First, Not AI-First: A Framework for Product Leaders
  Bara Brahmantika, Lead Product Manager, CX
  AI will generate a viable execution plan for whatever premise it is given. This talk explores the discipline of rigorously stress-testing problem definitions before accelerating solutions down the wrong path.

• Build the Context: A Data Leader's Case for Keeping Judgment in the Loop
  Abe Madison, Senior Analytics Manager, Country & Marketing
  Models excel at pattern recognition within boundaries, but they cannot supply foundational business context. An exploration of why causal reasoning, hypothesis protection, and domain nuance must remain anchored by experienced analysts.

• Cleaner Hands, Sharper Minds: Using AI for Execution Without Outsourcing Intent
  Sergio Rusli, Principal Product Designer, Design Systems
  Accelerating asset generation is simple; preserving design taste and user intent across complex product ecosystems is not. A look at delegating production weight to AI while keeping core creative direction sharp.

• Agentic Workflows at Scale: Where Humans Stay in the Loop
  Daniel Mayusa Dewa, Senior Engineering Manager
  Beyond simple automation: navigating the architectural tradeoffs, reliability constraints, and critical intervention points required when orchestrating autonomous agents in high-stakes production environments.

Designed for experienced practitioners, leads, and domain experts navigating the complexities of scaling AI within existing tech stacks and large teams.