Architect the 2027+ direction to evolve GAA into an "always-on growth architect"—pioneering multi-agent orchestration, interactive co-creation canvases, granular UX steerability, and proactive AI triggers. Drive GAA from pilot rollout (50–200+ users) through full General Availability (GA), scaling robust multi-agent workflows to thousands of enterprise users worldwide. Orchestrate complex integrations across partner AI teams (e.g., ConnectAI, Collateral Assist, Ads Planning) for unified intent routing, deep insight reasoning, and automated deck rendering.
Design continuous feedback loops and contextual memory systems that leverage real-world usage to fuel a compounding growth flywheel, perpetually sharpening pitch narrative relevance, personalization, and conversion rates. Lead continuous evals and quality hill climbing by overseeing state-of-the-art evaluation pipelines—combining Large Langauage Model (LLM) autoraters, human-in-the-loop reviews, and inline citations—to ensure robust factuality, grounding, tone, and low latency.
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