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D2 Automation Systems
Public case study 01
AI Knowledge SystemsArchitecture prototype with workflow evidence

D2 publishes architecture, implementation evidence and evidence boundaries separately so the reader can distinguish demonstrated system design from unverified production outcomes.

Read D2 evidence methodology

D2 Automation Systems · 01

Enterprise RAG Knowledge Assistant

RAG engineering case study covering retrieval, reranking, grounding, confidence controls, feedback and knowledge-lifecycle automation.

n8nRAGSupabaseCohereVector Search

Evidence available

Sanitized workflow + source configuration

D2 Automation Systems

Need a system designed around a real operating constraint?

D2 maps the process, source of truth, deterministic rules, failure paths and evidence boundary before recommending the automation scope.