Enterprise FDE work converges on three pillars: knowledge bases, agents, SOP-to-workflow
yangyi · x · 2026-11-09
Blogger yangyi notes that by 2026 everyone is doing enterprise FDE work, converging on three pillars: rapidly building enterprise knowledge bases, distilling employee expertise into professional agents, and restructuring digital workflows.
His framework for cost-leadership via AI has three focuses:
- Fast knowledge base building: an automated evaluation loop of data sources → crawling → rule-based cleaning/QA chunking → ingestion → agent effectiveness feedback.
- Fast agent building: custom logic flows that hook into APIs and RPA to extend boundaries, eventually packaging simple GPTs into input-output boxes.
- Digitizing SOPs into workflows: via BPM, mounting agents as IM bots, form-field logic, or approval automation nodes—business changes only require editing flow nodes.
He argues the AI framework itself hasn't changed: LLM as brain, context engineering as instructions, memory as knowledge, tools as limbs—and predicts major organizational change and many super-individual companies.
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