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2 bài viết được gắn thẻ "Agentic Enterprise"

Enterprise agentic transformation

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We Ran 1,800 Enterprise AI Experiments. Ontology Beat RAG Every Time.

· 6 phút để đọc
Frank Luong
Founder & CEO, FAOSX | CIO 100 Asia 2025 | AI & Digital Transformation Leader

Most enterprise AI teams are building RAG pipelines — retrieval-augmented generation that fetches relevant documents and stuffs them into prompts. It works. But when we tested it against structured ontological grounding across 1,800 controlled experiments, 3 LLM models, and 5 regulated industries, ontology-grounded agents consistently outperformed RAG-augmented ones on the metrics that matter most in enterprise: metric accuracy, regulatory compliance, and role consistency.

Here's what the data shows — and why it matters for anyone building AI agents for regulated industries.

Why FAOS Pivoted to Workshop-Driven Services

· 2 phút để đọc
Frank Luong
Founder & CEO, FAOSX | CIO 100 Asia 2025 | AI & Digital Transformation Leader

Today, I'm excited to share a strategic pivot at FAOSX that fundamentally changes how we bring agentic enterprise capabilities to market.

The Insight

After working closely with our pilot customers, we discovered something critical: The agentic enterprise concept is a new operating system and operation process. We can't just sell software—we need to spend time workshopping with customers to make them successful with FAOS.

This isn't about a product gap. It's about recognizing that organizational transformation requires more than self-serve software access.